llama-stack/llama_stack/templates/tgi/report.md

Report for tgi distribution

Supported Models

Model Descriptor	tgi
Llama-3-8B-Instruct	✅
Llama-3-70B-Instruct	✅
Llama3.1-8B-Instruct	✅
Llama3.1-70B-Instruct	✅
Llama3.1-405B-Instruct	✅
Llama3.2-1B-Instruct	✅
Llama3.2-3B-Instruct	✅
Llama3.2-11B-Vision-Instruct	✅
Llama3.2-90B-Vision-Instruct	✅
Llama3.3-70B-Instruct	✅
Llama-Guard-3-11B-Vision	✅
Llama-Guard-3-1B	✅
Llama-Guard-3-8B	✅
Llama-Guard-2-8B	✅

Inference

Model	API	Capability	Test	Status
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	✅

Vector IO

API	Capability	Test	Status
/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_interpreter_for_attachments	✅