diff --git a/.github/scripts/model-sweep/generate_model_sweep_markdown.py b/.github/scripts/model-sweep/generate_model_sweep_markdown.py
index 09aafa7e..9d965b57 100644
--- a/.github/scripts/model-sweep/generate_model_sweep_markdown.py
+++ b/.github/scripts/model-sweep/generate_model_sweep_markdown.py
@@ -355,8 +355,9 @@ def process_model_sweep_report(input_file, output_file, config_file=None, debug=
         all_provider_data[provider_name] = model_data
         provider_support_scores[provider_name] = calculate_provider_support_score(model_data, list(feature_mapping.keys()))
 
-    # Calculate column widths for consistent formatting
+    # Calculate column widths for consistent formatting (add details column)
     column_widths = calculate_column_widths(all_provider_data, feature_mapping)
+    column_widths['details'] = len('Details')
 
     # Sort providers by support score (descending) then by name (ascending)
     sorted_providers = sorted(
@@ -364,7 +365,7 @@ def process_model_sweep_report(input_file, output_file, config_file=None, debug=
         key=lambda x: (-provider_support_scores[x], x)
     )
 
-    # Generate output for each provider
+    # Generate tables for all providers first
     for provider_name in sorted_providers:
         model_data = all_provider_data[provider_name]
         support_score = provider_support_scores[provider_name]
@@ -378,7 +379,8 @@ def process_model_sweep_report(input_file, output_file, config_file=None, debug=
             header_parts.append(f"{feature:^{column_widths[feature]}}")
         header_parts.extend([
             f"{'Context Window':^{column_widths['context_window']}}",
-            f"{'Last Scanned':^{column_widths['last_scanned']}}"
+            f"{'Last Scanned':^{column_widths['last_scanned']}}",
+            f"{'Details':^{column_widths['details']}}"
         ])
         header_row = "| " + " | ".join(header_parts) + " |"
 
@@ -388,7 +390,8 @@ def process_model_sweep_report(input_file, output_file, config_file=None, debug=
             separator_parts.append(f":{'-' * (column_widths[feature] - 2)}:")
         separator_parts.extend([
             f":{'-' * (column_widths['context_window'] - 2)}:",
-            f":{'-' * (column_widths['last_scanned'] - 2)}:"
+            f":{'-' * (column_widths['last_scanned'] - 2)}:",
+            f":{'-' * (column_widths['details'] - 2)}:"
         ])
         separator_row = "|" + "|".join(separator_parts) + "|"
 
@@ -404,6 +407,7 @@ def process_model_sweep_report(input_file, output_file, config_file=None, debug=
         for model_info in model_data:
             # Create anchor for model details
             model_anchor = model_info['name'].replace('/', '_').replace(':', '_').replace('-', '_').lower()
+            details_anchor = f"{provider_name.lower().replace(' ', '_')}_{model_anchor}_details"
             
             # Build row with left-aligned first column, centered others
             row_parts = [f"`{model_info['name']}`".ljust(column_widths['model'])]
@@ -411,25 +415,35 @@ def process_model_sweep_report(input_file, output_file, config_file=None, debug=
                 row_parts.append(f"{model_info['feature_support'][feature]:^{column_widths[feature]}}")
             row_parts.extend([
                 f"{model_info['context_window']:,}".center(column_widths['context_window']),
-                f"{model_info['last_scanned']}".center(column_widths['last_scanned'])
+                f"{model_info['last_scanned']}".center(column_widths['last_scanned']),
+                f"[View](#{details_anchor})".center(column_widths['details'])
             ])
             row = "| " + " | ".join(row_parts) + " |"
             mdx_lines.append(row)
 
-        # Add detailed test results for each model
-        mdx_lines.extend(["", "### Detailed Test Results", ""])
+        # Add spacing between provider tables
+        mdx_lines.extend(["", ""])
+
+    # Add detailed test results section after all tables
+    mdx_lines.extend(["---", "", "# Detailed Test Results", ""])
+    
+    for provider_name in sorted_providers:
+        model_data = all_provider_data[provider_name]
+        mdx_lines.extend([f"## {provider_name}", ""])
         
         for model_info in model_data:
             model_anchor = model_info['name'].replace('/', '_').replace(':', '_').replace('-', '_').lower()
-            mdx_lines.append(f"#### {model_info['name']}")
+            details_anchor = f"{provider_name.lower().replace(' ', '_')}_{model_anchor}_details"
+            mdx_lines.append(f"<a id=\"{details_anchor}\"></a>")
+            mdx_lines.append(f"### {model_info['name']}")
             mdx_lines.append("")
             
             # Add test details
             test_details = generate_test_details(model_info, feature_mapping)
             mdx_lines.extend(test_details)
         
-        # Add spacing between providers
-        mdx_lines.extend(["", "---", ""])
+        # Add spacing between providers in details section
+        mdx_lines.extend(["", ""])
 
     # Write the MDX file
     with open(output_file, 'w') as f:
diff --git a/.github/scripts/model-sweep/model_sweep_report.mdx b/.github/scripts/model-sweep/model_sweep_report.mdx
index 8990e440..7d43ed2a 100644
--- a/.github/scripts/model-sweep/model_sweep_report.mdx
+++ b/.github/scripts/model-sweep/model_sweep_report.mdx
@@ -1,6 +1,6 @@
 ---
 title: Support Models
-generated: 2025-06-20T16:24:07.581430
+generated: 2025-06-20T16:32:55.429847
 ---
 
 # Supported Models
@@ -14,3763 +14,432 @@ Ran 2464 tests against 154 models across 7 providers on June 20th, 2025
 
 ## anthropic
 
-| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned |
-|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|
-| `claude-3-5-haiku-20241022`                         |   ✅   |        ✅        |     ✅      |    200,000     |  2025-06-20  |
-| `claude-3-5-sonnet-20241022`                        |   ✅   |        ✅        |     ✅      |    200,000     |  2025-06-20  |
-| `claude-3-7-sonnet-20250219`                        |   ✅   |        ✅        |     ✅      |    200,000     |  2025-06-20  |
-| `claude-sonnet-4-20250514`                          |   ✅   |        ✅        |     ✅      |    200,000     |  2025-06-20  |
-| `claude-opus-4-20250514`                            |   ✅   |        ✅        |     ⚠️     |    200,000     |  2025-06-20  |
-| `claude-3-5-sonnet-20240620`                        |  ⚠️   |        ❌        |     ✅      |    200,000     |  2025-06-20  |
-| `claude-3-haiku-20240307`                           |  ⚠️   |        ❌        |     ✅      |    200,000     |  2025-06-20  |
-| `claude-3-opus-20240229`                            |  ⚠️   |        ❌        |     ✅      |    200,000     |  2025-06-20  |
-| `claude-3-sonnet-20240229`                          |   ❌   |        ❌        |     ❌      |    200,000     |  2025-06-20  |
+| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned | Details |
+|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|:-----:|
+| `claude-3-5-haiku-20241022`                         |   ✅   |        ✅        |     ✅      |    200,000     |  2025-06-20  | [View](#anthropic_claude_3_5_haiku_20241022_details) |
+| `claude-3-5-sonnet-20241022`                        |   ✅   |        ✅        |     ✅      |    200,000     |  2025-06-20  | [View](#anthropic_claude_3_5_sonnet_20241022_details) |
+| `claude-3-7-sonnet-20250219`                        |   ✅   |        ✅        |     ✅      |    200,000     |  2025-06-20  | [View](#anthropic_claude_3_7_sonnet_20250219_details) |
+| `claude-sonnet-4-20250514`                          |   ✅   |        ✅        |     ✅      |    200,000     |  2025-06-20  | [View](#anthropic_claude_sonnet_4_20250514_details) |
+| `claude-opus-4-20250514`                            |   ✅   |        ✅        |     ⚠️     |    200,000     |  2025-06-20  | [View](#anthropic_claude_opus_4_20250514_details) |
+| `claude-3-5-sonnet-20240620`                        |  ⚠️   |        ❌        |     ✅      |    200,000     |  2025-06-20  | [View](#anthropic_claude_3_5_sonnet_20240620_details) |
+| `claude-3-haiku-20240307`                           |  ⚠️   |        ❌        |     ✅      |    200,000     |  2025-06-20  | [View](#anthropic_claude_3_haiku_20240307_details) |
+| `claude-3-opus-20240229`                            |  ⚠️   |        ❌        |     ✅      |    200,000     |  2025-06-20  | [View](#anthropic_claude_3_opus_20240229_details) |
+| `claude-3-sonnet-20240229`                          |   ❌   |        ❌        |     ❌      |    200,000     |  2025-06-20  | [View](#anthropic_claude_3_sonnet_20240229_details) |
 
-### Detailed Test Results
-
-#### claude-3-5-haiku-20241022
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### claude-3-5-sonnet-20241022
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### claude-3-7-sonnet-20250219
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### claude-sonnet-4-20250514
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### claude-opus-4-20250514
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### claude-3-5-sonnet-20240620
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### claude-3-haiku-20240307
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### claude-3-opus-20240229
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### claude-3-sonnet-20240229
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-
----
 
 ## openai
 
-| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned |
-|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|
-| `gpt-4.1`                                           |   ✅   |        ✅        |     ✅      |   1,047,576    |  2025-06-20  |
-| `gpt-4.1-2025-04-14`                                |   ✅   |        ✅        |     ✅      |   1,047,576    |  2025-06-20  |
-| `gpt-4.1-nano-2025-04-14`                           |   ✅   |        ✅        |     ✅      |   1,047,576    |  2025-06-20  |
-| `gpt-4o`                                            |   ✅   |        ✅        |     ✅      |    128,000     |  2025-06-20  |
-| `gpt-4o-2024-05-13`                                 |   ✅   |        ✅        |     ✅      |    128,000     |  2025-06-20  |
-| `gpt-4-turbo`                                       |   ✅   |        ✅        |     ⚠️     |     8,192      |  2025-06-20  |
-| `gpt-4.1-mini`                                      |   ✅   |        ✅        |     ⚠️     |   1,047,576    |  2025-06-20  |
-| `gpt-4.5-preview`                                   |   ✅   |        ✅        |     ⚠️     |    128,000     |  2025-06-20  |
-| `gpt-4.5-preview-2025-02-27`                        |   ✅   |        ✅        |     ⚠️     |    128,000     |  2025-06-20  |
-| `gpt-4o-2024-08-06`                                 |   ✅   |        ✅        |     ⚠️     |    128,000     |  2025-06-20  |
-| `gpt-4-0613`                                        |   ✅   |        ✅        |     ❌      |     8,192      |  2025-06-20  |
-| `gpt-4-1106-preview`                                |   ✅   |        ✅        |     ❌      |    128,000     |  2025-06-20  |
-| `gpt-4-turbo-2024-04-09`                            |   ✅   |       ⚠️        |     ✅      |    128,000     |  2025-06-20  |
-| `gpt-4.1-mini-2025-04-14`                           |  ⚠️   |        ✅        |     ✅      |   1,047,576    |  2025-06-20  |
-| `gpt-4.1-nano`                                      |  ⚠️   |        ✅        |     ✅      |   1,047,576    |  2025-06-20  |
-| `gpt-4o-2024-11-20`                                 |  ⚠️   |        ✅        |     ✅      |     8,192      |  2025-06-20  |
-| `gpt-4-turbo-preview`                               |   ✅   |       ⚠️        |     ❌      |    128,000     |  2025-06-20  |
-| `gpt-4-0125-preview`                                |  ⚠️   |        ✅        |     ❌      |    128,000     |  2025-06-20  |
-| `gpt-4o-mini`                                       |  ⚠️   |       ⚠️        |     ⚠️     |    128,000     |  2025-06-20  |
-| `gpt-4o-mini-2024-07-18`                            |  ⚠️   |       ⚠️        |     ❌      |    128,000     |  2025-06-20  |
-| `gpt-4`                                             |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `o1`                                                |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `o1-2024-12-17`                                     |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `o3`                                                |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `o3-2025-04-16`                                     |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `o3-mini`                                           |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `o3-mini-2025-01-31`                                |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `o3-pro`                                            |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `o3-pro-2025-06-10`                                 |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
+| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned | Details |
+|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|:-----:|
+| `gpt-4.1`                                           |   ✅   |        ✅        |     ✅      |   1,047,576    |  2025-06-20  | [View](#openai_gpt_4.1_details) |
+| `gpt-4.1-2025-04-14`                                |   ✅   |        ✅        |     ✅      |   1,047,576    |  2025-06-20  | [View](#openai_gpt_4.1_2025_04_14_details) |
+| `gpt-4.1-nano-2025-04-14`                           |   ✅   |        ✅        |     ✅      |   1,047,576    |  2025-06-20  | [View](#openai_gpt_4.1_nano_2025_04_14_details) |
+| `gpt-4o`                                            |   ✅   |        ✅        |     ✅      |    128,000     |  2025-06-20  | [View](#openai_gpt_4o_details) |
+| `gpt-4o-2024-05-13`                                 |   ✅   |        ✅        |     ✅      |    128,000     |  2025-06-20  | [View](#openai_gpt_4o_2024_05_13_details) |
+| `gpt-4-turbo`                                       |   ✅   |        ✅        |     ⚠️     |     8,192      |  2025-06-20  | [View](#openai_gpt_4_turbo_details) |
+| `gpt-4.1-mini`                                      |   ✅   |        ✅        |     ⚠️     |   1,047,576    |  2025-06-20  | [View](#openai_gpt_4.1_mini_details) |
+| `gpt-4.5-preview`                                   |   ✅   |        ✅        |     ⚠️     |    128,000     |  2025-06-20  | [View](#openai_gpt_4.5_preview_details) |
+| `gpt-4.5-preview-2025-02-27`                        |   ✅   |        ✅        |     ⚠️     |    128,000     |  2025-06-20  | [View](#openai_gpt_4.5_preview_2025_02_27_details) |
+| `gpt-4o-2024-08-06`                                 |   ✅   |        ✅        |     ⚠️     |    128,000     |  2025-06-20  | [View](#openai_gpt_4o_2024_08_06_details) |
+| `gpt-4-0613`                                        |   ✅   |        ✅        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_gpt_4_0613_details) |
+| `gpt-4-1106-preview`                                |   ✅   |        ✅        |     ❌      |    128,000     |  2025-06-20  | [View](#openai_gpt_4_1106_preview_details) |
+| `gpt-4-turbo-2024-04-09`                            |   ✅   |       ⚠️        |     ✅      |    128,000     |  2025-06-20  | [View](#openai_gpt_4_turbo_2024_04_09_details) |
+| `gpt-4.1-mini-2025-04-14`                           |  ⚠️   |        ✅        |     ✅      |   1,047,576    |  2025-06-20  | [View](#openai_gpt_4.1_mini_2025_04_14_details) |
+| `gpt-4.1-nano`                                      |  ⚠️   |        ✅        |     ✅      |   1,047,576    |  2025-06-20  | [View](#openai_gpt_4.1_nano_details) |
+| `gpt-4o-2024-11-20`                                 |  ⚠️   |        ✅        |     ✅      |     8,192      |  2025-06-20  | [View](#openai_gpt_4o_2024_11_20_details) |
+| `gpt-4-turbo-preview`                               |   ✅   |       ⚠️        |     ❌      |    128,000     |  2025-06-20  | [View](#openai_gpt_4_turbo_preview_details) |
+| `gpt-4-0125-preview`                                |  ⚠️   |        ✅        |     ❌      |    128,000     |  2025-06-20  | [View](#openai_gpt_4_0125_preview_details) |
+| `gpt-4o-mini`                                       |  ⚠️   |       ⚠️        |     ⚠️     |    128,000     |  2025-06-20  | [View](#openai_gpt_4o_mini_details) |
+| `gpt-4o-mini-2024-07-18`                            |  ⚠️   |       ⚠️        |     ❌      |    128,000     |  2025-06-20  | [View](#openai_gpt_4o_mini_2024_07_18_details) |
+| `gpt-4`                                             |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_gpt_4_details) |
+| `o1`                                                |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_o1_details) |
+| `o1-2024-12-17`                                     |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_o1_2024_12_17_details) |
+| `o3`                                                |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_o3_details) |
+| `o3-2025-04-16`                                     |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_o3_2025_04_16_details) |
+| `o3-mini`                                           |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_o3_mini_details) |
+| `o3-mini-2025-01-31`                                |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_o3_mini_2025_01_31_details) |
+| `o3-pro`                                            |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_o3_pro_details) |
+| `o3-pro-2025-06-10`                                 |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_o3_pro_2025_06_10_details) |
 
-### Detailed Test Results
-
-#### gpt-4.1
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4.1-2025-04-14
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4.1-nano-2025-04-14
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4o
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4o-2024-05-13
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4-turbo
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4.1-mini
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4.5-preview
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4.5-preview-2025-02-27
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4o-2024-08-06
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4-0613
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4-1106-preview
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4-turbo-2024-04-09
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4.1-mini-2025-04-14
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4.1-nano
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4o-2024-11-20
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4-turbo-preview
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4-0125-preview
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4o-mini
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4o-mini-2024-07-18
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gpt-4
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### o1
-
-### Basic
-
-- ❌ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### o1-2024-12-17
-
-### Basic
-
-- ❌ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### o3
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### o3-2025-04-16
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### o3-mini
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### o3-mini-2025-01-31
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### o3-pro
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### o3-pro-2025-06-10
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-
----
 
 ## google_ai
 
-| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned |
-|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|
-| `gemini-1.5-pro`                                    |   ✅   |        ✅        |     ✅      |   2,000,000    |  2025-06-20  |
-| `gemini-1.5-pro-002`                                |   ✅   |        ✅        |     ✅      |   2,000,000    |  2025-06-20  |
-| `gemini-1.5-pro-latest`                             |   ✅   |        ✅        |     ✅      |   2,000,000    |  2025-06-20  |
-| `gemini-2.5-flash-preview-04-17-thinking`           |   ✅   |        ✅        |     ✅      |   1,048,576    |  2025-06-20  |
-| `gemini-2.5-pro-preview-03-25`                      |   ✅   |        ✅        |     ✅      |   1,048,576    |  2025-06-20  |
-| `gemini-2.5-pro-preview-05-06`                      |   ✅   |        ✅        |     ✅      |   1,048,576    |  2025-06-20  |
-| `gemini-2.5-flash-preview-05-20`                    |   ✅   |       ⚠️        |     ✅      |   1,048,576    |  2025-06-20  |
-| `gemini-2.0-flash-thinking-exp`                     |  ⚠️   |        ✅        |     ✅      |   1,048,576    |  2025-06-20  |
-| `gemini-2.0-flash-thinking-exp-1219`                |  ⚠️   |        ✅        |     ✅      |   1,048,576    |  2025-06-20  |
-| `gemini-2.0-flash-thinking-exp-01-21`               |  ⚠️   |        ✅        |     ⚠️     |   1,048,576    |  2025-06-20  |
-| `gemini-2.5-flash-preview-04-17`                    |  ⚠️   |        ✅        |     ⚠️     |   1,048,576    |  2025-06-20  |
-| `gemini-2.5-pro-preview-06-05`                      |  ⚠️   |        ✅        |     ⚠️     |   1,048,576    |  2025-06-20  |
-| `gemini-1.0-pro-vision-latest`                      |   ❌   |        ❌        |     ❌      |     12,288     |  2025-06-20  |
-| `gemini-1.5-flash`                                  |   ❌   |        ❌        |     ❌      |   1,000,000    |  2025-06-20  |
-| `gemini-1.5-flash-002`                              |   ❌   |        ❌        |     ❌      |   1,000,000    |  2025-06-20  |
-| `gemini-1.5-flash-8b`                               |   ❌   |        ❌        |     ❌      |   1,000,000    |  2025-06-20  |
-| `gemini-1.5-flash-8b-001`                           |   ❌   |        ❌        |     ❌      |   1,000,000    |  2025-06-20  |
-| `gemini-1.5-flash-8b-latest`                        |   ❌   |        ❌        |     ❌      |   1,000,000    |  2025-06-20  |
-| `gemini-1.5-flash-latest`                           |   ❌   |        ❌        |     ❌      |   1,000,000    |  2025-06-20  |
-| `gemini-2.0-flash`                                  |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  |
-| `gemini-2.0-flash-001`                              |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  |
-| `gemini-2.0-flash-exp`                              |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  |
-| `gemini-2.0-flash-exp-image-generation`             |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  |
-| `gemini-2.0-flash-lite`                             |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  |
-| `gemini-2.0-flash-lite-001`                         |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  |
-| `gemini-2.0-flash-lite-preview`                     |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  |
-| `gemini-2.0-flash-lite-preview-02-05`               |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  |
-| `gemini-2.0-flash-preview-image-generation`         |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  |
-| `gemini-2.0-pro-exp`                                |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  |
-| `gemini-2.0-pro-exp-02-05`                          |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  |
-| `gemini-2.5-flash-preview-tts`                      |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  |
-| `gemini-2.5-pro-exp-03-25`                          |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  |
-| `gemini-2.5-pro-preview-tts`                        |   ❌   |        ❌        |     ❌      |     65,536     |  2025-06-20  |
-| `gemini-exp-1206`                                   |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  |
-| `gemini-pro-vision`                                 |   ❌   |        ❌        |     ❌      |     12,288     |  2025-06-20  |
+| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned | Details |
+|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|:-----:|
+| `gemini-1.5-pro`                                    |   ✅   |        ✅        |     ✅      |   2,000,000    |  2025-06-20  | [View](#google_ai_gemini_1.5_pro_details) |
+| `gemini-1.5-pro-002`                                |   ✅   |        ✅        |     ✅      |   2,000,000    |  2025-06-20  | [View](#google_ai_gemini_1.5_pro_002_details) |
+| `gemini-1.5-pro-latest`                             |   ✅   |        ✅        |     ✅      |   2,000,000    |  2025-06-20  | [View](#google_ai_gemini_1.5_pro_latest_details) |
+| `gemini-2.5-flash-preview-04-17-thinking`           |   ✅   |        ✅        |     ✅      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.5_flash_preview_04_17_thinking_details) |
+| `gemini-2.5-pro-preview-03-25`                      |   ✅   |        ✅        |     ✅      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.5_pro_preview_03_25_details) |
+| `gemini-2.5-pro-preview-05-06`                      |   ✅   |        ✅        |     ✅      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.5_pro_preview_05_06_details) |
+| `gemini-2.5-flash-preview-05-20`                    |   ✅   |       ⚠️        |     ✅      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.5_flash_preview_05_20_details) |
+| `gemini-2.0-flash-thinking-exp`                     |  ⚠️   |        ✅        |     ✅      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_thinking_exp_details) |
+| `gemini-2.0-flash-thinking-exp-1219`                |  ⚠️   |        ✅        |     ✅      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_thinking_exp_1219_details) |
+| `gemini-2.0-flash-thinking-exp-01-21`               |  ⚠️   |        ✅        |     ⚠️     |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_thinking_exp_01_21_details) |
+| `gemini-2.5-flash-preview-04-17`                    |  ⚠️   |        ✅        |     ⚠️     |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.5_flash_preview_04_17_details) |
+| `gemini-2.5-pro-preview-06-05`                      |  ⚠️   |        ✅        |     ⚠️     |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.5_pro_preview_06_05_details) |
+| `gemini-1.0-pro-vision-latest`                      |   ❌   |        ❌        |     ❌      |     12,288     |  2025-06-20  | [View](#google_ai_gemini_1.0_pro_vision_latest_details) |
+| `gemini-1.5-flash`                                  |   ❌   |        ❌        |     ❌      |   1,000,000    |  2025-06-20  | [View](#google_ai_gemini_1.5_flash_details) |
+| `gemini-1.5-flash-002`                              |   ❌   |        ❌        |     ❌      |   1,000,000    |  2025-06-20  | [View](#google_ai_gemini_1.5_flash_002_details) |
+| `gemini-1.5-flash-8b`                               |   ❌   |        ❌        |     ❌      |   1,000,000    |  2025-06-20  | [View](#google_ai_gemini_1.5_flash_8b_details) |
+| `gemini-1.5-flash-8b-001`                           |   ❌   |        ❌        |     ❌      |   1,000,000    |  2025-06-20  | [View](#google_ai_gemini_1.5_flash_8b_001_details) |
+| `gemini-1.5-flash-8b-latest`                        |   ❌   |        ❌        |     ❌      |   1,000,000    |  2025-06-20  | [View](#google_ai_gemini_1.5_flash_8b_latest_details) |
+| `gemini-1.5-flash-latest`                           |   ❌   |        ❌        |     ❌      |   1,000,000    |  2025-06-20  | [View](#google_ai_gemini_1.5_flash_latest_details) |
+| `gemini-2.0-flash`                                  |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_details) |
+| `gemini-2.0-flash-001`                              |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_001_details) |
+| `gemini-2.0-flash-exp`                              |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_exp_details) |
+| `gemini-2.0-flash-exp-image-generation`             |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_exp_image_generation_details) |
+| `gemini-2.0-flash-lite`                             |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_lite_details) |
+| `gemini-2.0-flash-lite-001`                         |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_lite_001_details) |
+| `gemini-2.0-flash-lite-preview`                     |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_lite_preview_details) |
+| `gemini-2.0-flash-lite-preview-02-05`               |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_lite_preview_02_05_details) |
+| `gemini-2.0-flash-preview-image-generation`         |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_preview_image_generation_details) |
+| `gemini-2.0-pro-exp`                                |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_pro_exp_details) |
+| `gemini-2.0-pro-exp-02-05`                          |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_pro_exp_02_05_details) |
+| `gemini-2.5-flash-preview-tts`                      |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#google_ai_gemini_2.5_flash_preview_tts_details) |
+| `gemini-2.5-pro-exp-03-25`                          |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.5_pro_exp_03_25_details) |
+| `gemini-2.5-pro-preview-tts`                        |   ❌   |        ❌        |     ❌      |     65,536     |  2025-06-20  | [View](#google_ai_gemini_2.5_pro_preview_tts_details) |
+| `gemini-exp-1206`                                   |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_exp_1206_details) |
+| `gemini-pro-vision`                                 |   ❌   |        ❌        |     ❌      |     12,288     |  2025-06-20  | [View](#google_ai_gemini_pro_vision_details) |
 
-### Detailed Test Results
-
-#### gemini-1.5-pro
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-1.5-pro-002
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-1.5-pro-latest
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.5-flash-preview-04-17-thinking
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.5-pro-preview-03-25
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.5-pro-preview-05-06
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.5-flash-preview-05-20
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.0-flash-thinking-exp
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.0-flash-thinking-exp-1219
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.0-flash-thinking-exp-01-21
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.5-flash-preview-04-17
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.5-pro-preview-06-05
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-1.0-pro-vision-latest
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-1.5-flash
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-1.5-flash-002
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-1.5-flash-8b
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-1.5-flash-8b-001
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-1.5-flash-8b-latest
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-1.5-flash-latest
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.0-flash
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.0-flash-001
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.0-flash-exp
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.0-flash-exp-image-generation
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.0-flash-lite
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.0-flash-lite-001
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.0-flash-lite-preview
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.0-flash-lite-preview-02-05
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.0-flash-preview-image-generation
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.0-pro-exp
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.0-pro-exp-02-05
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.5-flash-preview-tts
-
-### Basic
-
-- ❌ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.5-pro-exp-03-25
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-2.5-pro-preview-tts
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-exp-1206
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### gemini-pro-vision
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-
----
 
 ## letta
 
-| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned |
-|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|
-| `letta-free`                                        |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
+| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned | Details |
+|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|:-----:|
+| `letta-free`                                        |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#letta_letta_free_details) |
 
-### Detailed Test Results
-
-#### letta-free
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-
----
 
 ## together
 
-| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned |
-|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|
-| `Qwen/Qwen2.5-72B-Instruct-Turbo`                   |   ✅   |        ✅        |     ⚠️     |    131,072     |  2025-06-20  |
-| `arcee-ai/virtuoso-large`                           |  ⚠️   |        ✅        |     ✅      |    131,072     |  2025-06-20  |
-| `Qwen/QwQ-32B`                                      |  ⚠️   |        ✅        |     ⚠️     |    131,072     |  2025-06-20  |
-| `Qwen/Qwen2.5-7B-Instruct-Turbo`                    |  ⚠️   |        ✅        |     ⚠️     |     32,768     |  2025-06-20  |
-| `Qwen/Qwen2.5-Coder-32B-Instruct`                   |  ⚠️   |        ✅        |     ⚠️     |     16,384     |  2025-06-20  |
-| `arcee-ai/coder-large`                              |  ⚠️   |        ✅        |     ⚠️     |     32,768     |  2025-06-20  |
-| `arcee_ai/arcee-spotlight`                          |  ⚠️   |        ✅        |     ⚠️     |    131,072     |  2025-06-20  |
-| `meta-llama/Llama-3.2-3B-Instruct-Turbo`            |  ⚠️   |        ✅        |     ❌      |    131,072     |  2025-06-20  |
-| `meta-llama/Llama-3.3-70B-Instruct-Turbo`           |  ⚠️   |        ✅        |     ❌      |    131,072     |  2025-06-20  |
-| `meta-llama/Llama-3.3-70B-Instruct-Turbo-Free`      |  ⚠️   |        ✅        |     ❌      |    131,072     |  2025-06-20  |
-| `meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo`     |  ⚠️   |        ✅        |     ❌      |    130,815     |  2025-06-20  |
-| `meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo`      |  ⚠️   |        ✅        |     ❌      |    131,072     |  2025-06-20  |
-| `nvidia/Llama-3.1-Nemotron-70B-Instruct-HF`         |  ⚠️   |        ✅        |     ❌      |     32,768     |  2025-06-20  |
-| `arcee-ai/virtuoso-medium-v2`                       |  ⚠️   |       ⚠️        |     ✅      |    131,072     |  2025-06-20  |
-| `meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8` |  ⚠️   |        ❌        |     ✅      |   1,048,576    |  2025-06-20  |
-| `Qwen/Qwen3-235B-A22B-fp8-tput`                     |  ⚠️   |       ⚠️        |     ❌      |     40,960     |  2025-06-20  |
-| `deepseek-ai/DeepSeek-V3`                           |  ⚠️   |       ⚠️        |     ❌      |    131,072     |  2025-06-20  |
-| `meta-llama/Llama-4-Scout-17B-16E-Instruct`         |  ⚠️   |       ⚠️        |     ❌      |   1,048,576    |  2025-06-20  |
-| `meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo`       |  ⚠️   |       ⚠️        |     ❌      |    131,072     |  2025-06-20  |
-| `mistralai/Mixtral-8x7B-Instruct-v0.1`              |  ⚠️   |       ⚠️        |     ❌      |     32,768     |  2025-06-20  |
-| `arcee-ai/caller`                                   |   ❌   |       ⚠️        |     ❌      |     32,768     |  2025-06-20  |
-| `mistralai/Mistral-Small-24B-Instruct-2501`         |   ❌   |       ⚠️        |     ❌      |     32,768     |  2025-06-20  |
-| `NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO`       |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  |
-| `Qwen/Qwen2-72B-Instruct`                           |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  |
-| `Qwen/Qwen2-VL-72B-Instruct`                        |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  |
-| `Qwen/Qwen2.5-VL-72B-Instruct`                      |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  |
-| `arcee-ai/arcee-blitz`                              |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  |
-| `arcee-ai/maestro-reasoning`                        |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  |
-| `deepseek-ai/DeepSeek-R1`                           |   ❌   |        ❌        |     ❌      |    163,840     |  2025-06-20  |
-| `deepseek-ai/DeepSeek-R1-Distill-Llama-70B`         |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  |
-| `deepseek-ai/DeepSeek-R1-Distill-Llama-70B-free`    |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B`         |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  |
-| `deepseek-ai/DeepSeek-R1-Distill-Qwen-14B`          |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  |
-| `deepseek-ai/DeepSeek-V3-p-dp`                      |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  |
-| `google/gemma-2-27b-it`                             |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `lgai/exaone-3-5-32b-instruct`                      |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  |
-| `lgai/exaone-deep-32b`                              |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  |
-| `marin-community/marin-8b-instruct`                 |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  |
-| `meta-llama/Llama-3-70b-chat-hf`                    |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `meta-llama/Llama-3-8b-chat-hf`                     |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `meta-llama/Llama-3.2-11B-Vision-Instruct-Turbo`    |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  |
-| `meta-llama/Llama-3.2-90B-Vision-Instruct-Turbo`    |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  |
-| `meta-llama/Llama-Vision-Free`                      |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  |
-| `meta-llama/Meta-Llama-3-70B-Instruct-Turbo`        |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `meta-llama/Meta-Llama-3-8B-Instruct-Lite`          |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `mistralai/Mistral-7B-Instruct-v0.1`                |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  |
-| `mistralai/Mistral-7B-Instruct-v0.2`                |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  |
-| `mistralai/Mistral-7B-Instruct-v0.3`                |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  |
-| `perplexity-ai/r1-1776`                             |   ❌   |        ❌        |     ❌      |    163,840     |  2025-06-20  |
-| `scb10x/scb10x-llama3-1-typhoon2-70b-instruct`      |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `scb10x/scb10x-typhoon-2-1-gemma3-12b`              |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `togethercomputer/MoA-1`                            |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  |
-| `togethercomputer/MoA-1-Turbo`                      |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  |
-| `togethercomputer/Refuel-Llm-V2`                    |   ❌   |        ❌        |     ❌      |     16,384     |  2025-06-20  |
-| `togethercomputer/Refuel-Llm-V2-Small`              |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
+| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned | Details |
+|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|:-----:|
+| `Qwen/Qwen2.5-72B-Instruct-Turbo`                   |   ✅   |        ✅        |     ⚠️     |    131,072     |  2025-06-20  | [View](#together_qwen_qwen2.5_72b_instruct_turbo_details) |
+| `arcee-ai/virtuoso-large`                           |  ⚠️   |        ✅        |     ✅      |    131,072     |  2025-06-20  | [View](#together_arcee_ai_virtuoso_large_details) |
+| `Qwen/QwQ-32B`                                      |  ⚠️   |        ✅        |     ⚠️     |    131,072     |  2025-06-20  | [View](#together_qwen_qwq_32b_details) |
+| `Qwen/Qwen2.5-7B-Instruct-Turbo`                    |  ⚠️   |        ✅        |     ⚠️     |     32,768     |  2025-06-20  | [View](#together_qwen_qwen2.5_7b_instruct_turbo_details) |
+| `Qwen/Qwen2.5-Coder-32B-Instruct`                   |  ⚠️   |        ✅        |     ⚠️     |     16,384     |  2025-06-20  | [View](#together_qwen_qwen2.5_coder_32b_instruct_details) |
+| `arcee-ai/coder-large`                              |  ⚠️   |        ✅        |     ⚠️     |     32,768     |  2025-06-20  | [View](#together_arcee_ai_coder_large_details) |
+| `arcee_ai/arcee-spotlight`                          |  ⚠️   |        ✅        |     ⚠️     |    131,072     |  2025-06-20  | [View](#together_arcee_ai_arcee_spotlight_details) |
+| `meta-llama/Llama-3.2-3B-Instruct-Turbo`            |  ⚠️   |        ✅        |     ❌      |    131,072     |  2025-06-20  | [View](#together_meta_llama_llama_3.2_3b_instruct_turbo_details) |
+| `meta-llama/Llama-3.3-70B-Instruct-Turbo`           |  ⚠️   |        ✅        |     ❌      |    131,072     |  2025-06-20  | [View](#together_meta_llama_llama_3.3_70b_instruct_turbo_details) |
+| `meta-llama/Llama-3.3-70B-Instruct-Turbo-Free`      |  ⚠️   |        ✅        |     ❌      |    131,072     |  2025-06-20  | [View](#together_meta_llama_llama_3.3_70b_instruct_turbo_free_details) |
+| `meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo`     |  ⚠️   |        ✅        |     ❌      |    130,815     |  2025-06-20  | [View](#together_meta_llama_meta_llama_3.1_405b_instruct_turbo_details) |
+| `meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo`      |  ⚠️   |        ✅        |     ❌      |    131,072     |  2025-06-20  | [View](#together_meta_llama_meta_llama_3.1_70b_instruct_turbo_details) |
+| `nvidia/Llama-3.1-Nemotron-70B-Instruct-HF`         |  ⚠️   |        ✅        |     ❌      |     32,768     |  2025-06-20  | [View](#together_nvidia_llama_3.1_nemotron_70b_instruct_hf_details) |
+| `arcee-ai/virtuoso-medium-v2`                       |  ⚠️   |       ⚠️        |     ✅      |    131,072     |  2025-06-20  | [View](#together_arcee_ai_virtuoso_medium_v2_details) |
+| `meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8` |  ⚠️   |        ❌        |     ✅      |   1,048,576    |  2025-06-20  | [View](#together_meta_llama_llama_4_maverick_17b_128e_instruct_fp8_details) |
+| `Qwen/Qwen3-235B-A22B-fp8-tput`                     |  ⚠️   |       ⚠️        |     ❌      |     40,960     |  2025-06-20  | [View](#together_qwen_qwen3_235b_a22b_fp8_tput_details) |
+| `deepseek-ai/DeepSeek-V3`                           |  ⚠️   |       ⚠️        |     ❌      |    131,072     |  2025-06-20  | [View](#together_deepseek_ai_deepseek_v3_details) |
+| `meta-llama/Llama-4-Scout-17B-16E-Instruct`         |  ⚠️   |       ⚠️        |     ❌      |   1,048,576    |  2025-06-20  | [View](#together_meta_llama_llama_4_scout_17b_16e_instruct_details) |
+| `meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo`       |  ⚠️   |       ⚠️        |     ❌      |    131,072     |  2025-06-20  | [View](#together_meta_llama_meta_llama_3.1_8b_instruct_turbo_details) |
+| `mistralai/Mixtral-8x7B-Instruct-v0.1`              |  ⚠️   |       ⚠️        |     ❌      |     32,768     |  2025-06-20  | [View](#together_mistralai_mixtral_8x7b_instruct_v0.1_details) |
+| `arcee-ai/caller`                                   |   ❌   |       ⚠️        |     ❌      |     32,768     |  2025-06-20  | [View](#together_arcee_ai_caller_details) |
+| `mistralai/Mistral-Small-24B-Instruct-2501`         |   ❌   |       ⚠️        |     ❌      |     32,768     |  2025-06-20  | [View](#together_mistralai_mistral_small_24b_instruct_2501_details) |
+| `NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO`       |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_nousresearch_nous_hermes_2_mixtral_8x7b_dpo_details) |
+| `Qwen/Qwen2-72B-Instruct`                           |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_qwen_qwen2_72b_instruct_details) |
+| `Qwen/Qwen2-VL-72B-Instruct`                        |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_qwen_qwen2_vl_72b_instruct_details) |
+| `Qwen/Qwen2.5-VL-72B-Instruct`                      |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_qwen_qwen2.5_vl_72b_instruct_details) |
+| `arcee-ai/arcee-blitz`                              |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_arcee_ai_arcee_blitz_details) |
+| `arcee-ai/maestro-reasoning`                        |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  | [View](#together_arcee_ai_maestro_reasoning_details) |
+| `deepseek-ai/DeepSeek-R1`                           |   ❌   |        ❌        |     ❌      |    163,840     |  2025-06-20  | [View](#together_deepseek_ai_deepseek_r1_details) |
+| `deepseek-ai/DeepSeek-R1-Distill-Llama-70B`         |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  | [View](#together_deepseek_ai_deepseek_r1_distill_llama_70b_details) |
+| `deepseek-ai/DeepSeek-R1-Distill-Llama-70B-free`    |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#together_deepseek_ai_deepseek_r1_distill_llama_70b_free_details) |
+| `deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B`         |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  | [View](#together_deepseek_ai_deepseek_r1_distill_qwen_1.5b_details) |
+| `deepseek-ai/DeepSeek-R1-Distill-Qwen-14B`          |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  | [View](#together_deepseek_ai_deepseek_r1_distill_qwen_14b_details) |
+| `deepseek-ai/DeepSeek-V3-p-dp`                      |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  | [View](#together_deepseek_ai_deepseek_v3_p_dp_details) |
+| `google/gemma-2-27b-it`                             |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#together_google_gemma_2_27b_it_details) |
+| `lgai/exaone-3-5-32b-instruct`                      |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_lgai_exaone_3_5_32b_instruct_details) |
+| `lgai/exaone-deep-32b`                              |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_lgai_exaone_deep_32b_details) |
+| `marin-community/marin-8b-instruct`                 |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  | [View](#together_marin_community_marin_8b_instruct_details) |
+| `meta-llama/Llama-3-70b-chat-hf`                    |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#together_meta_llama_llama_3_70b_chat_hf_details) |
+| `meta-llama/Llama-3-8b-chat-hf`                     |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#together_meta_llama_llama_3_8b_chat_hf_details) |
+| `meta-llama/Llama-3.2-11B-Vision-Instruct-Turbo`    |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  | [View](#together_meta_llama_llama_3.2_11b_vision_instruct_turbo_details) |
+| `meta-llama/Llama-3.2-90B-Vision-Instruct-Turbo`    |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  | [View](#together_meta_llama_llama_3.2_90b_vision_instruct_turbo_details) |
+| `meta-llama/Llama-Vision-Free`                      |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  | [View](#together_meta_llama_llama_vision_free_details) |
+| `meta-llama/Meta-Llama-3-70B-Instruct-Turbo`        |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#together_meta_llama_meta_llama_3_70b_instruct_turbo_details) |
+| `meta-llama/Meta-Llama-3-8B-Instruct-Lite`          |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#together_meta_llama_meta_llama_3_8b_instruct_lite_details) |
+| `mistralai/Mistral-7B-Instruct-v0.1`                |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_mistralai_mistral_7b_instruct_v0.1_details) |
+| `mistralai/Mistral-7B-Instruct-v0.2`                |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_mistralai_mistral_7b_instruct_v0.2_details) |
+| `mistralai/Mistral-7B-Instruct-v0.3`                |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_mistralai_mistral_7b_instruct_v0.3_details) |
+| `perplexity-ai/r1-1776`                             |   ❌   |        ❌        |     ❌      |    163,840     |  2025-06-20  | [View](#together_perplexity_ai_r1_1776_details) |
+| `scb10x/scb10x-llama3-1-typhoon2-70b-instruct`      |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#together_scb10x_scb10x_llama3_1_typhoon2_70b_instruct_details) |
+| `scb10x/scb10x-typhoon-2-1-gemma3-12b`              |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#together_scb10x_scb10x_typhoon_2_1_gemma3_12b_details) |
+| `togethercomputer/MoA-1`                            |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_togethercomputer_moa_1_details) |
+| `togethercomputer/MoA-1-Turbo`                      |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_togethercomputer_moa_1_turbo_details) |
+| `togethercomputer/Refuel-Llm-V2`                    |   ❌   |        ❌        |     ❌      |     16,384     |  2025-06-20  | [View](#together_togethercomputer_refuel_llm_v2_details) |
+| `togethercomputer/Refuel-Llm-V2-Small`              |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#together_togethercomputer_refuel_llm_v2_small_details) |
 
-### Detailed Test Results
-
-#### Qwen/Qwen2.5-72B-Instruct-Turbo
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### arcee-ai/virtuoso-large
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### Qwen/QwQ-32B
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### Qwen/Qwen2.5-7B-Instruct-Turbo
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### Qwen/Qwen2.5-Coder-32B-Instruct
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### arcee-ai/coder-large
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### arcee_ai/arcee-spotlight
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### meta-llama/Llama-3.2-3B-Instruct-Turbo
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### meta-llama/Llama-3.3-70B-Instruct-Turbo
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### meta-llama/Llama-3.3-70B-Instruct-Turbo-Free
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### arcee-ai/virtuoso-medium-v2
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### Qwen/Qwen3-235B-A22B-fp8-tput
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### deepseek-ai/DeepSeek-V3
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### meta-llama/Llama-4-Scout-17B-16E-Instruct
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### mistralai/Mixtral-8x7B-Instruct-v0.1
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### arcee-ai/caller
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### mistralai/Mistral-Small-24B-Instruct-2501
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### Qwen/Qwen2-72B-Instruct
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### Qwen/Qwen2-VL-72B-Instruct
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### Qwen/Qwen2.5-VL-72B-Instruct
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### arcee-ai/arcee-blitz
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### arcee-ai/maestro-reasoning
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### deepseek-ai/DeepSeek-R1
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### deepseek-ai/DeepSeek-R1-Distill-Llama-70B
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### deepseek-ai/DeepSeek-R1-Distill-Llama-70B-free
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### deepseek-ai/DeepSeek-V3-p-dp
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### google/gemma-2-27b-it
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### lgai/exaone-3-5-32b-instruct
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### lgai/exaone-deep-32b
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### marin-community/marin-8b-instruct
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### meta-llama/Llama-3-70b-chat-hf
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### meta-llama/Llama-3-8b-chat-hf
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### meta-llama/Llama-3.2-11B-Vision-Instruct-Turbo
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### meta-llama/Llama-3.2-90B-Vision-Instruct-Turbo
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### meta-llama/Llama-Vision-Free
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### meta-llama/Meta-Llama-3-70B-Instruct-Turbo
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### meta-llama/Meta-Llama-3-8B-Instruct-Lite
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### mistralai/Mistral-7B-Instruct-v0.1
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### mistralai/Mistral-7B-Instruct-v0.2
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### mistralai/Mistral-7B-Instruct-v0.3
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### perplexity-ai/r1-1776
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### scb10x/scb10x-llama3-1-typhoon2-70b-instruct
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### scb10x/scb10x-typhoon-2-1-gemma3-12b
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### togethercomputer/MoA-1
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### togethercomputer/MoA-1-Turbo
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### togethercomputer/Refuel-Llm-V2
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### togethercomputer/Refuel-Llm-V2-Small
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-
----
 
 ## deepseek
 
-| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned |
-|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|
-| `deepseek-chat`                                     |   ❌   |        ❌        |     ❌      |     64,000     |  2025-06-20  |
-| `deepseek-reasoner`                                 |   ❌   |        ❌        |     ❌      |     64,000     |  2025-06-20  |
+| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned | Details |
+|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|:-----:|
+| `deepseek-chat`                                     |   ❌   |        ❌        |     ❌      |     64,000     |  2025-06-20  | [View](#deepseek_deepseek_chat_details) |
+| `deepseek-reasoner`                                 |   ❌   |        ❌        |     ❌      |     64,000     |  2025-06-20  | [View](#deepseek_deepseek_reasoner_details) |
 
-### Detailed Test Results
 
-#### deepseek-chat
+## groq
 
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### deepseek-reasoner
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned | Details |
+|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|:-----:|
+| `allam-2-7b`                                        |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_allam_2_7b_details) |
+| `compound-beta`                                     |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_compound_beta_details) |
+| `compound-beta-mini`                                |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_compound_beta_mini_details) |
+| `deepseek-r1-distill-llama-70b`                     |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_deepseek_r1_distill_llama_70b_details) |
+| `distil-whisper-large-v3-en`                        |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_distil_whisper_large_v3_en_details) |
+| `gemma2-9b-it`                                      |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_gemma2_9b_it_details) |
+| `llama-3.1-8b-instant`                              |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_llama_3.1_8b_instant_details) |
+| `llama-3.3-70b-versatile`                           |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_llama_3.3_70b_versatile_details) |
+| `llama-guard-3-8b`                                  |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_llama_guard_3_8b_details) |
+| `llama3-70b-8192`                                   |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_llama3_70b_8192_details) |
+| `llama3-8b-8192`                                    |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_llama3_8b_8192_details) |
+| `meta-llama/llama-4-maverick-17b-128e-instruct`     |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_meta_llama_llama_4_maverick_17b_128e_instruct_details) |
+| `meta-llama/llama-4-scout-17b-16e-instruct`         |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_meta_llama_llama_4_scout_17b_16e_instruct_details) |
+| `meta-llama/llama-guard-4-12b`                      |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_meta_llama_llama_guard_4_12b_details) |
+| `meta-llama/llama-prompt-guard-2-22m`               |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_meta_llama_llama_prompt_guard_2_22m_details) |
+| `meta-llama/llama-prompt-guard-2-86m`               |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_meta_llama_llama_prompt_guard_2_86m_details) |
+| `mistral-saba-24b`                                  |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_mistral_saba_24b_details) |
+| `playai-tts`                                        |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_playai_tts_details) |
+| `playai-tts-arabic`                                 |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_playai_tts_arabic_details) |
+| `qwen-qwq-32b`                                      |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_qwen_qwq_32b_details) |
+| `qwen/qwen3-32b`                                    |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_qwen_qwen3_32b_details) |
+| `whisper-large-v3`                                  |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_whisper_large_v3_details) |
+| `whisper-large-v3-turbo`                            |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_whisper_large_v3_turbo_details) |
 
 
 ---
 
-## groq
+# Detailed Test Results
 
-| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned |
-|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|
-| `allam-2-7b`                                        |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `compound-beta`                                     |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `compound-beta-mini`                                |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `deepseek-r1-distill-llama-70b`                     |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `distil-whisper-large-v3-en`                        |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `gemma2-9b-it`                                      |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `llama-3.1-8b-instant`                              |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `llama-3.3-70b-versatile`                           |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `llama-guard-3-8b`                                  |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `llama3-70b-8192`                                   |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `llama3-8b-8192`                                    |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `meta-llama/llama-4-maverick-17b-128e-instruct`     |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `meta-llama/llama-4-scout-17b-16e-instruct`         |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `meta-llama/llama-guard-4-12b`                      |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `meta-llama/llama-prompt-guard-2-22m`               |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `meta-llama/llama-prompt-guard-2-86m`               |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `mistral-saba-24b`                                  |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `playai-tts`                                        |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `playai-tts-arabic`                                 |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `qwen-qwq-32b`                                      |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `qwen/qwen3-32b`                                    |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `whisper-large-v3`                                  |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
-| `whisper-large-v3-turbo`                            |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  |
+## anthropic
 
-### Detailed Test Results
+<a id="anthropic_claude_3_5_haiku_20241022_details"></a>
+### claude-3-5-haiku-20241022
 
-#### allam-2-7b
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="anthropic_claude_3_5_sonnet_20241022_details"></a>
+### claude-3-5-sonnet-20241022
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="anthropic_claude_3_7_sonnet_20250219_details"></a>
+### claude-3-7-sonnet-20250219
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="anthropic_claude_sonnet_4_20250514_details"></a>
+### claude-sonnet-4-20250514
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="anthropic_claude_opus_4_20250514_details"></a>
+### claude-opus-4-20250514
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="anthropic_claude_3_5_sonnet_20240620_details"></a>
+### claude-3-5-sonnet-20240620
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="anthropic_claude_3_haiku_20240307_details"></a>
+### claude-3-haiku-20240307
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="anthropic_claude_3_opus_20240229_details"></a>
+### claude-3-opus-20240229
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="anthropic_claude_3_sonnet_20240229_details"></a>
+### claude-3-sonnet-20240229
 
 ### Basic
 
@@ -3797,7 +466,768 @@ Ran 2464 tests against 154 models across 7 providers on June 20th, 2025
 - ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
 - ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
 
-#### compound-beta
+
+
+## openai
+
+<a id="openai_gpt_4.1_details"></a>
+### gpt-4.1
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4.1_2025_04_14_details"></a>
+### gpt-4.1-2025-04-14
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4.1_nano_2025_04_14_details"></a>
+### gpt-4.1-nano-2025-04-14
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4o_details"></a>
+### gpt-4o
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4o_2024_05_13_details"></a>
+### gpt-4o-2024-05-13
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4_turbo_details"></a>
+### gpt-4-turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4.1_mini_details"></a>
+### gpt-4.1-mini
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4.5_preview_details"></a>
+### gpt-4.5-preview
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4.5_preview_2025_02_27_details"></a>
+### gpt-4.5-preview-2025-02-27
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4o_2024_08_06_details"></a>
+### gpt-4o-2024-08-06
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4_0613_details"></a>
+### gpt-4-0613
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4_1106_preview_details"></a>
+### gpt-4-1106-preview
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4_turbo_2024_04_09_details"></a>
+### gpt-4-turbo-2024-04-09
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4.1_mini_2025_04_14_details"></a>
+### gpt-4.1-mini-2025-04-14
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4.1_nano_details"></a>
+### gpt-4.1-nano
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4o_2024_11_20_details"></a>
+### gpt-4o-2024-11-20
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4_turbo_preview_details"></a>
+### gpt-4-turbo-preview
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4_0125_preview_details"></a>
+### gpt-4-0125-preview
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4o_mini_details"></a>
+### gpt-4o-mini
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4o_mini_2024_07_18_details"></a>
+### gpt-4o-mini-2024-07-18
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4_details"></a>
+### gpt-4
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_o1_details"></a>
+### o1
+
+### Basic
+
+- ❌ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_o1_2024_12_17_details"></a>
+### o1-2024-12-17
+
+### Basic
+
+- ❌ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_o3_details"></a>
+### o3
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_o3_2025_04_16_details"></a>
+### o3-2025-04-16
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_o3_mini_details"></a>
+### o3-mini
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_o3_mini_2025_01_31_details"></a>
+### o3-mini-2025-01-31
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_o3_pro_details"></a>
+### o3-pro
 
 ### Basic
 
@@ -3824,7 +1254,8 @@ Ran 2464 tests against 154 models across 7 providers on June 20th, 2025
 - ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
 - ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
 
-#### compound-beta-mini
+<a id="openai_o3_pro_2025_06_10_details"></a>
+### o3-pro-2025-06-10
 
 ### Basic
 
@@ -3851,7 +1282,348 @@ Ran 2464 tests against 154 models across 7 providers on June 20th, 2025
 - ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
 - ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
 
-#### deepseek-r1-distill-llama-70b
+
+
+## google_ai
+
+<a id="google_ai_gemini_1.5_pro_details"></a>
+### gemini-1.5-pro
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_1.5_pro_002_details"></a>
+### gemini-1.5-pro-002
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_1.5_pro_latest_details"></a>
+### gemini-1.5-pro-latest
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.5_flash_preview_04_17_thinking_details"></a>
+### gemini-2.5-flash-preview-04-17-thinking
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.5_pro_preview_03_25_details"></a>
+### gemini-2.5-pro-preview-03-25
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.5_pro_preview_05_06_details"></a>
+### gemini-2.5-pro-preview-05-06
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.5_flash_preview_05_20_details"></a>
+### gemini-2.5-flash-preview-05-20
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_thinking_exp_details"></a>
+### gemini-2.0-flash-thinking-exp
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_thinking_exp_1219_details"></a>
+### gemini-2.0-flash-thinking-exp-1219
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_thinking_exp_01_21_details"></a>
+### gemini-2.0-flash-thinking-exp-01-21
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.5_flash_preview_04_17_details"></a>
+### gemini-2.5-flash-preview-04-17
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.5_pro_preview_06_05_details"></a>
+### gemini-2.5-pro-preview-06-05
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_1.0_pro_vision_latest_details"></a>
+### gemini-1.0-pro-vision-latest
 
 ### Basic
 
@@ -3878,7 +1650,8 @@ Ran 2464 tests against 154 models across 7 providers on June 20th, 2025
 - ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
 - ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
 
-#### distil-whisper-large-v3-en
+<a id="google_ai_gemini_1.5_flash_details"></a>
+### gemini-1.5-flash
 
 ### Basic
 
@@ -3905,7 +1678,8 @@ Ran 2464 tests against 154 models across 7 providers on June 20th, 2025
 - ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
 - ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
 
-#### gemma2-9b-it
+<a id="google_ai_gemini_1.5_flash_002_details"></a>
+### gemini-1.5-flash-002
 
 ### Basic
 
@@ -3932,7 +1706,8 @@ Ran 2464 tests against 154 models across 7 providers on June 20th, 2025
 - ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
 - ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
 
-#### llama-3.1-8b-instant
+<a id="google_ai_gemini_1.5_flash_8b_details"></a>
+### gemini-1.5-flash-8b
 
 ### Basic
 
@@ -3959,7 +1734,8 @@ Ran 2464 tests against 154 models across 7 providers on June 20th, 2025
 - ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
 - ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
 
-#### llama-3.3-70b-versatile
+<a id="google_ai_gemini_1.5_flash_8b_001_details"></a>
+### gemini-1.5-flash-8b-001
 
 ### Basic
 
@@ -3986,7 +1762,8 @@ Ran 2464 tests against 154 models across 7 providers on June 20th, 2025
 - ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
 - ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
 
-#### llama-guard-3-8b
+<a id="google_ai_gemini_1.5_flash_8b_latest_details"></a>
+### gemini-1.5-flash-8b-latest
 
 ### Basic
 
@@ -4013,7 +1790,8 @@ Ran 2464 tests against 154 models across 7 providers on June 20th, 2025
 - ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
 - ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
 
-#### llama3-70b-8192
+<a id="google_ai_gemini_1.5_flash_latest_details"></a>
+### gemini-1.5-flash-latest
 
 ### Basic
 
@@ -4040,7 +1818,8 @@ Ran 2464 tests against 154 models across 7 providers on June 20th, 2025
 - ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
 - ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
 
-#### llama3-8b-8192
+<a id="google_ai_gemini_2.0_flash_details"></a>
+### gemini-2.0-flash
 
 ### Basic
 
@@ -4067,7 +1846,288 @@ Ran 2464 tests against 154 models across 7 providers on June 20th, 2025
 - ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
 - ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
 
-#### meta-llama/llama-4-maverick-17b-128e-instruct
+<a id="google_ai_gemini_2.0_flash_001_details"></a>
+### gemini-2.0-flash-001
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_exp_details"></a>
+### gemini-2.0-flash-exp
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_exp_image_generation_details"></a>
+### gemini-2.0-flash-exp-image-generation
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_lite_details"></a>
+### gemini-2.0-flash-lite
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_lite_001_details"></a>
+### gemini-2.0-flash-lite-001
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_lite_preview_details"></a>
+### gemini-2.0-flash-lite-preview
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_lite_preview_02_05_details"></a>
+### gemini-2.0-flash-lite-preview-02-05
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_preview_image_generation_details"></a>
+### gemini-2.0-flash-preview-image-generation
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_pro_exp_details"></a>
+### gemini-2.0-pro-exp
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_pro_exp_02_05_details"></a>
+### gemini-2.0-pro-exp-02-05
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.5_flash_preview_tts_details"></a>
+### gemini-2.5-flash-preview-tts
 
 ### Basic
 
@@ -4094,7 +2154,8 @@ Ran 2464 tests against 154 models across 7 providers on June 20th, 2025
 - ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
 - ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
 
-#### meta-llama/llama-4-scout-17b-16e-instruct
+<a id="google_ai_gemini_2.5_pro_exp_03_25_details"></a>
+### gemini-2.5-pro-exp-03-25
 
 ### Basic
 
@@ -4121,7 +2182,8 @@ Ran 2464 tests against 154 models across 7 providers on June 20th, 2025
 - ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
 - ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
 
-#### meta-llama/llama-guard-4-12b
+<a id="google_ai_gemini_2.5_pro_preview_tts_details"></a>
+### gemini-2.5-pro-preview-tts
 
 ### Basic
 
@@ -4148,7 +2210,8 @@ Ran 2464 tests against 154 models across 7 providers on June 20th, 2025
 - ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
 - ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
 
-#### meta-llama/llama-prompt-guard-2-22m
+<a id="google_ai_gemini_exp_1206_details"></a>
+### gemini-exp-1206
 
 ### Basic
 
@@ -4175,196 +2238,2292 @@ Ran 2464 tests against 154 models across 7 providers on June 20th, 2025
 - ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
 - ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
 
-#### meta-llama/llama-prompt-guard-2-86m
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### mistral-saba-24b
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### playai-tts
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### playai-tts-arabic
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### qwen-qwq-32b
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### qwen/qwen3-32b
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### whisper-large-v3
-
-### Basic
-
-- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
-- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
-- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
-- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
-- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
-- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
-- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
-- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
-- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
-- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
-
-### Token Streaming
-
-- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
-- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
-- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
-- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
-
-### Multimodal
-
-- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
-- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
-
-#### whisper-large-v3-turbo
+<a id="google_ai_gemini_pro_vision_details"></a>
+### gemini-pro-vision
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+
+
+## letta
+
+<a id="letta_letta_free_details"></a>
+### letta-free
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+
+
+## together
+
+<a id="together_qwen_qwen2.5_72b_instruct_turbo_details"></a>
+### Qwen/Qwen2.5-72B-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_arcee_ai_virtuoso_large_details"></a>
+### arcee-ai/virtuoso-large
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_qwen_qwq_32b_details"></a>
+### Qwen/QwQ-32B
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_qwen_qwen2.5_7b_instruct_turbo_details"></a>
+### Qwen/Qwen2.5-7B-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_qwen_qwen2.5_coder_32b_instruct_details"></a>
+### Qwen/Qwen2.5-Coder-32B-Instruct
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_arcee_ai_coder_large_details"></a>
+### arcee-ai/coder-large
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_arcee_ai_arcee_spotlight_details"></a>
+### arcee_ai/arcee-spotlight
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_3.2_3b_instruct_turbo_details"></a>
+### meta-llama/Llama-3.2-3B-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_3.3_70b_instruct_turbo_details"></a>
+### meta-llama/Llama-3.3-70B-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_3.3_70b_instruct_turbo_free_details"></a>
+### meta-llama/Llama-3.3-70B-Instruct-Turbo-Free
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_meta_llama_3.1_405b_instruct_turbo_details"></a>
+### meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_meta_llama_3.1_70b_instruct_turbo_details"></a>
+### meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_nvidia_llama_3.1_nemotron_70b_instruct_hf_details"></a>
+### nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_arcee_ai_virtuoso_medium_v2_details"></a>
+### arcee-ai/virtuoso-medium-v2
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_4_maverick_17b_128e_instruct_fp8_details"></a>
+### meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_qwen_qwen3_235b_a22b_fp8_tput_details"></a>
+### Qwen/Qwen3-235B-A22B-fp8-tput
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_deepseek_ai_deepseek_v3_details"></a>
+### deepseek-ai/DeepSeek-V3
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_4_scout_17b_16e_instruct_details"></a>
+### meta-llama/Llama-4-Scout-17B-16E-Instruct
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_meta_llama_3.1_8b_instruct_turbo_details"></a>
+### meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_mistralai_mixtral_8x7b_instruct_v0.1_details"></a>
+### mistralai/Mixtral-8x7B-Instruct-v0.1
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_arcee_ai_caller_details"></a>
+### arcee-ai/caller
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_mistralai_mistral_small_24b_instruct_2501_details"></a>
+### mistralai/Mistral-Small-24B-Instruct-2501
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_nousresearch_nous_hermes_2_mixtral_8x7b_dpo_details"></a>
+### NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_qwen_qwen2_72b_instruct_details"></a>
+### Qwen/Qwen2-72B-Instruct
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_qwen_qwen2_vl_72b_instruct_details"></a>
+### Qwen/Qwen2-VL-72B-Instruct
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_qwen_qwen2.5_vl_72b_instruct_details"></a>
+### Qwen/Qwen2.5-VL-72B-Instruct
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_arcee_ai_arcee_blitz_details"></a>
+### arcee-ai/arcee-blitz
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_arcee_ai_maestro_reasoning_details"></a>
+### arcee-ai/maestro-reasoning
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_deepseek_ai_deepseek_r1_details"></a>
+### deepseek-ai/DeepSeek-R1
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_deepseek_ai_deepseek_r1_distill_llama_70b_details"></a>
+### deepseek-ai/DeepSeek-R1-Distill-Llama-70B
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_deepseek_ai_deepseek_r1_distill_llama_70b_free_details"></a>
+### deepseek-ai/DeepSeek-R1-Distill-Llama-70B-free
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_deepseek_ai_deepseek_r1_distill_qwen_1.5b_details"></a>
+### deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_deepseek_ai_deepseek_r1_distill_qwen_14b_details"></a>
+### deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_deepseek_ai_deepseek_v3_p_dp_details"></a>
+### deepseek-ai/DeepSeek-V3-p-dp
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_google_gemma_2_27b_it_details"></a>
+### google/gemma-2-27b-it
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_lgai_exaone_3_5_32b_instruct_details"></a>
+### lgai/exaone-3-5-32b-instruct
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_lgai_exaone_deep_32b_details"></a>
+### lgai/exaone-deep-32b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_marin_community_marin_8b_instruct_details"></a>
+### marin-community/marin-8b-instruct
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_3_70b_chat_hf_details"></a>
+### meta-llama/Llama-3-70b-chat-hf
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_3_8b_chat_hf_details"></a>
+### meta-llama/Llama-3-8b-chat-hf
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_3.2_11b_vision_instruct_turbo_details"></a>
+### meta-llama/Llama-3.2-11B-Vision-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_3.2_90b_vision_instruct_turbo_details"></a>
+### meta-llama/Llama-3.2-90B-Vision-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_vision_free_details"></a>
+### meta-llama/Llama-Vision-Free
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_meta_llama_3_70b_instruct_turbo_details"></a>
+### meta-llama/Meta-Llama-3-70B-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_meta_llama_3_8b_instruct_lite_details"></a>
+### meta-llama/Meta-Llama-3-8B-Instruct-Lite
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_mistralai_mistral_7b_instruct_v0.1_details"></a>
+### mistralai/Mistral-7B-Instruct-v0.1
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_mistralai_mistral_7b_instruct_v0.2_details"></a>
+### mistralai/Mistral-7B-Instruct-v0.2
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_mistralai_mistral_7b_instruct_v0.3_details"></a>
+### mistralai/Mistral-7B-Instruct-v0.3
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_perplexity_ai_r1_1776_details"></a>
+### perplexity-ai/r1-1776
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_scb10x_scb10x_llama3_1_typhoon2_70b_instruct_details"></a>
+### scb10x/scb10x-llama3-1-typhoon2-70b-instruct
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_scb10x_scb10x_typhoon_2_1_gemma3_12b_details"></a>
+### scb10x/scb10x-typhoon-2-1-gemma3-12b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_togethercomputer_moa_1_details"></a>
+### togethercomputer/MoA-1
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_togethercomputer_moa_1_turbo_details"></a>
+### togethercomputer/MoA-1-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_togethercomputer_refuel_llm_v2_details"></a>
+### togethercomputer/Refuel-Llm-V2
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_togethercomputer_refuel_llm_v2_small_details"></a>
+### togethercomputer/Refuel-Llm-V2-Small
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+
+
+## deepseek
+
+<a id="deepseek_deepseek_chat_details"></a>
+### deepseek-chat
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="deepseek_deepseek_reasoner_details"></a>
+### deepseek-reasoner
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+
+
+## groq
+
+<a id="groq_allam_2_7b_details"></a>
+### allam-2-7b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_compound_beta_details"></a>
+### compound-beta
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_compound_beta_mini_details"></a>
+### compound-beta-mini
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_deepseek_r1_distill_llama_70b_details"></a>
+### deepseek-r1-distill-llama-70b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_distil_whisper_large_v3_en_details"></a>
+### distil-whisper-large-v3-en
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_gemma2_9b_it_details"></a>
+### gemma2-9b-it
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_llama_3.1_8b_instant_details"></a>
+### llama-3.1-8b-instant
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_llama_3.3_70b_versatile_details"></a>
+### llama-3.3-70b-versatile
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_llama_guard_3_8b_details"></a>
+### llama-guard-3-8b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_llama3_70b_8192_details"></a>
+### llama3-70b-8192
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_llama3_8b_8192_details"></a>
+### llama3-8b-8192
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_meta_llama_llama_4_maverick_17b_128e_instruct_details"></a>
+### meta-llama/llama-4-maverick-17b-128e-instruct
+
+### Basic
+
+- ❌ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_meta_llama_llama_4_scout_17b_16e_instruct_details"></a>
+### meta-llama/llama-4-scout-17b-16e-instruct
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_meta_llama_llama_guard_4_12b_details"></a>
+### meta-llama/llama-guard-4-12b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_meta_llama_llama_prompt_guard_2_22m_details"></a>
+### meta-llama/llama-prompt-guard-2-22m
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_meta_llama_llama_prompt_guard_2_86m_details"></a>
+### meta-llama/llama-prompt-guard-2-86m
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_mistral_saba_24b_details"></a>
+### mistral-saba-24b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_playai_tts_details"></a>
+### playai-tts
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_playai_tts_arabic_details"></a>
+### playai-tts-arabic
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_qwen_qwq_32b_details"></a>
+### qwen-qwq-32b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_qwen_qwen3_32b_details"></a>
+### qwen/qwen3-32b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_whisper_large_v3_details"></a>
+### whisper-large-v3
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_whisper_large_v3_turbo_details"></a>
+### whisper-large-v3-turbo
 
 ### Basic
 
@@ -4392,4 +4551,3 @@ Ran 2464 tests against 154 models across 7 providers on June 20th, 2025
 - ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/kian/add_model_sweep/.github/scripts/model-sweep/model_sweep.py#L417)
 
 
----