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Sixian Yi 2025-01-22 18:55:27 -08:00
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llama_stack/templates/tgi/report.md
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## Inference:
| Model | API | Capability | Test | Status |
|:----- |:-----|:-----|:-----|:-----|
| Text | /chat_completion | streaming | test_text_chat_completion_streaming | ✅ |
| Vision | /chat_completion | streaming | test_image_chat_completion_streaming | ⏭️ |
| Vision | /chat_completion | non_streaming | test_image_chat_completion_non_streaming | ⏭️ |
| Text | /chat_completion | non_streaming | test_text_chat_completion_non_streaming | ✅ |
| Text | /chat_completion | tool_calling | test_text_chat_completion_with_tool_calling_and_streaming | ✅ |
| Text | /chat_completion | tool_calling | test_text_chat_completion_with_tool_calling_and_non_streaming | ✅ |
| Text | /completion | streaming | test_text_completion_streaming | ✅ |
| Text | /completion | non_streaming | test_text_completion_non_streaming | ✅ |
| Text | /completion | structured_output | test_text_completion_structured_output | ✅ |
| Llama-3.1-8B-Instruct | /chat_completion | streaming | test_text_chat_completion_streaming | ✅ |
| Llama-3.2-11B-Vision-Instruct | /chat_completion | streaming | test_image_chat_completion_streaming | ❌ |
| Llama-3.2-11B-Vision-Instruct | /chat_completion | non_streaming | test_image_chat_completion_non_streaming | ❌ |
| Llama-3.1-8B-Instruct | /chat_completion | non_streaming | test_text_chat_completion_non_streaming | ✅ |
| Llama-3.1-8B-Instruct | /chat_completion | tool_calling | test_text_chat_completion_with_tool_calling_and_streaming | ✅ |
| Llama-3.1-8B-Instruct | /chat_completion | tool_calling | test_text_chat_completion_with_tool_calling_and_non_streaming | ✅ |
| Llama-3.1-8B-Instruct | /completion | streaming | test_text_completion_streaming | ✅ |
| Llama-3.1-8B-Instruct | /completion | non_streaming | test_text_completion_non_streaming | ✅ |
| Llama-3.1-8B-Instruct | /completion | structured_output | test_text_completion_structured_output | ✅ |
## Memory:
## Vector_io:
| API | Capability | Test | Status |
|:-----|:-----|:-----|:-----|
| /insert, /query | inline | test_memory_bank_insert_inline_and_query | ✅ |
| /insert, /query | url | test_memory_bank_insert_from_url_and_query | ✅ |
| /retrieve | | test_vector_db_retrieve | ✅ |
## Agents:
| API | Capability | Test | Status |
|:-----|:-----|:-----|:-----|
| create_agent_turn | rag | test_rag_agent | ✅ |
| create_agent_turn | custom_tool | test_custom_tool | ❌ |
| create_agent_turn | code_execution | test_code_execution | ✅ |
| /create_agent_turn | rag | test_rag_agent | ✅ |
| /create_agent_turn | custom_tool | test_custom_tool | ✅ |
| /create_agent_turn | code_execution | test_code_interpreter_for_attachments | ✅ |