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add distro report (#847)
# What does this PR do? Generate distro reports to cover inference, agents, and vector_io. ## Test Plan Report generated through `/opt/miniconda3/envs/stack/bin/pytest -s -v tests/client-sdk/ --report` ## Sources Please link relevant resources if necessary. ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [ ] Ran pre-commit to handle lint / formatting issues. - [ ] Read the [contributor guideline](https://github.com/meta-llama/llama-stack/blob/main/CONTRIBUTING.md), Pull Request section? - [ ] Updated relevant documentation. - [ ] Wrote necessary unit or integration tests.
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llama_stack/templates/cerebras/report.md
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llama_stack/templates/cerebras/report.md
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# Report for cerebras distribution
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## Supported Models:
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| Model Descriptor | cerebras |
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|:---|:---|
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| meta-llama/Llama-3-8B-Instruct | ❌ |
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| meta-llama/Llama-3-70B-Instruct | ❌ |
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| meta-llama/Llama-3.1-8B-Instruct | ✅ |
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| meta-llama/Llama-3.1-70B-Instruct | ❌ |
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| meta-llama/Llama-3.1-405B-Instruct-FP8 | ❌ |
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| meta-llama/Llama-3.2-1B-Instruct | ❌ |
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| meta-llama/Llama-3.2-3B-Instruct | ❌ |
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| meta-llama/Llama-3.2-11B-Vision-Instruct | ❌ |
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| meta-llama/Llama-3.2-90B-Vision-Instruct | ❌ |
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| meta-llama/Llama-3.3-70B-Instruct | ✅ |
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| meta-llama/Llama-Guard-3-11B-Vision | ❌ |
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| meta-llama/Llama-Guard-3-1B | ❌ |
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| meta-llama/Llama-Guard-3-8B | ❌ |
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| meta-llama/Llama-Guard-2-8B | ❌ |
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## Inference:
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| Model | API | Capability | Test | Status |
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|:----- |:-----|:-----|:-----|:-----|
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| Llama-3.1-8B-Instruct | /chat_completion | streaming | test_text_chat_completion_streaming | ✅ |
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| Llama-3.2-11B-Vision-Instruct | /chat_completion | streaming | test_image_chat_completion_streaming | ❌ |
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| Llama-3.2-11B-Vision-Instruct | /chat_completion | non_streaming | test_image_chat_completion_non_streaming | ❌ |
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| Llama-3.1-8B-Instruct | /chat_completion | non_streaming | test_text_chat_completion_non_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /chat_completion | tool_calling | test_text_chat_completion_with_tool_calling_and_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /chat_completion | tool_calling | test_text_chat_completion_with_tool_calling_and_non_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /completion | streaming | test_text_completion_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /completion | non_streaming | test_text_completion_non_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /completion | structured_output | test_text_completion_structured_output | ❌ |
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## Vector_io:
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| API | Capability | Test | Status |
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|:-----|:-----|:-----|:-----|
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| /retrieve | | test_vector_db_retrieve | ✅ |
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## Agents:
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| API | Capability | Test | Status |
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|:-----|:-----|:-----|:-----|
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| /create_agent_turn | rag | test_rag_agent | ✅ |
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| /create_agent_turn | custom_tool | test_custom_tool | ❌ |
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| /create_agent_turn | code_execution | test_code_interpreter_for_attachments | ✅ |
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## Supported Models:
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| Model Descriptor | fireworks |
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|:---|:---|
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| meta-llama/Llama-3-8B-Instruct | ❌ |
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| meta-llama/Llama-3-70B-Instruct | ❌ |
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| meta-llama/Llama-3.1-8B-Instruct | ✅ |
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| meta-llama/Llama-3.1-70B-Instruct | ✅ |
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| meta-llama/Llama-3.1-405B-Instruct-FP8 | ✅ |
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| meta-llama/Llama-3.2-1B-Instruct | ✅ |
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| meta-llama/Llama-3.2-3B-Instruct | ✅ |
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| meta-llama/Llama-3.2-11B-Vision-Instruct | ✅ |
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| meta-llama/Llama-3.2-90B-Vision-Instruct | ✅ |
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| meta-llama/Llama-3.3-70B-Instruct | ✅ |
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| meta-llama/Llama-Guard-3-11B-Vision | ✅ |
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| meta-llama/Llama-Guard-3-1B | ❌ |
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| meta-llama/Llama-Guard-3-8B | ✅ |
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| meta-llama/Llama-Guard-2-8B | ❌ |
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| Llama-3-8B-Instruct | ❌ |
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| Llama-3-70B-Instruct | ❌ |
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| Llama3.1-8B-Instruct | ✅ |
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| Llama3.1-70B-Instruct | ✅ |
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| Llama3.1-405B-Instruct | ✅ |
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| Llama3.2-1B-Instruct | ✅ |
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| Llama3.2-3B-Instruct | ✅ |
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| Llama3.2-11B-Vision-Instruct | ✅ |
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| Llama3.2-90B-Vision-Instruct | ✅ |
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| Llama3.3-70B-Instruct | ✅ |
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| Llama-Guard-3-11B-Vision | ✅ |
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| Llama-Guard-3-1B | ❌ |
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| Llama-Guard-3-8B | ✅ |
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| Llama-Guard-2-8B | ❌ |
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## Inference:
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| Model | API | Capability | Test | Status |
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|:----- |:-----|:-----|:-----|:-----|
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| Text | /chat_completion | streaming | test_text_chat_completion_streaming | ✅ |
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| Vision | /chat_completion | streaming | test_image_chat_completion_streaming | ✅ |
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| Vision | /chat_completion | non_streaming | test_image_chat_completion_non_streaming | ✅ |
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| Text | /chat_completion | non_streaming | test_text_chat_completion_non_streaming | ✅ |
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| Text | /chat_completion | tool_calling | test_text_chat_completion_with_tool_calling_and_streaming | ✅ |
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| Text | /chat_completion | tool_calling | test_text_chat_completion_with_tool_calling_and_non_streaming | ✅ |
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| Text | /completion | streaming | test_text_completion_streaming | ✅ |
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| Text | /completion | non_streaming | test_text_completion_non_streaming | ✅ |
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| Text | /completion | structured_output | test_text_completion_structured_output | ✅ |
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| Llama-3.1-8B-Instruct | /chat_completion | streaming | test_text_chat_completion_streaming | ✅ |
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| Llama-3.2-11B-Vision-Instruct | /chat_completion | streaming | test_image_chat_completion_streaming | ✅ |
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| Llama-3.2-11B-Vision-Instruct | /chat_completion | non_streaming | test_image_chat_completion_non_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /chat_completion | non_streaming | test_text_chat_completion_non_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /chat_completion | tool_calling | test_text_chat_completion_with_tool_calling_and_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /chat_completion | tool_calling | test_text_chat_completion_with_tool_calling_and_non_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /completion | streaming | test_text_completion_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /completion | non_streaming | test_text_completion_non_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /completion | structured_output | test_text_completion_structured_output | ✅ |
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## Memory:
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## Vector_io:
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| API | Capability | Test | Status |
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|:-----|:-----|:-----|:-----|
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| /insert, /query | inline | test_memory_bank_insert_inline_and_query | ✅ |
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| /insert, /query | url | test_memory_bank_insert_from_url_and_query | ✅ |
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| /retrieve | | test_vector_db_retrieve | ✅ |
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## Agents:
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| API | Capability | Test | Status |
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|:-----|:-----|:-----|:-----|
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| create_agent_turn | rag | test_rag_agent | ✅ |
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| create_agent_turn | custom_tool | test_custom_tool | ✅ |
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| create_agent_turn | code_execution | test_code_execution | ❌ |
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| /create_agent_turn | rag | test_rag_agent | ✅ |
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| /create_agent_turn | custom_tool | test_custom_tool | ✅ |
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| /create_agent_turn | code_execution | test_code_interpreter_for_attachments | ✅ |
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llama_stack/templates/ollama/report.md
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llama_stack/templates/ollama/report.md
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# Report for ollama distribution
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## Supported Models:
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| Model Descriptor | ollama |
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|:---|:---|
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| Llama-3-8B-Instruct | ❌ |
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| Llama-3-70B-Instruct | ❌ |
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| Llama3.1-8B-Instruct | ✅ |
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| Llama3.1-70B-Instruct | ✅ |
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| Llama3.1-405B-Instruct | ✅ |
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| Llama3.2-1B-Instruct | ✅ |
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| Llama3.2-3B-Instruct | ✅ |
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| Llama3.2-11B-Vision-Instruct | ✅ |
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| Llama3.2-90B-Vision-Instruct | ✅ |
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| Llama3.3-70B-Instruct | ✅ |
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| Llama-Guard-3-11B-Vision | ❌ |
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| Llama-Guard-3-1B | ✅ |
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| Llama-Guard-3-8B | ✅ |
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| Llama-Guard-2-8B | ❌ |
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## Inference:
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| Model | API | Capability | Test | Status |
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|:----- |:-----|:-----|:-----|:-----|
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| Llama-3.1-8B-Instruct | /chat_completion | streaming | test_text_chat_completion_streaming | ✅ |
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| Llama-3.2-11B-Vision-Instruct | /chat_completion | streaming | test_image_chat_completion_streaming | ❌ |
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| Llama-3.2-11B-Vision-Instruct | /chat_completion | non_streaming | test_image_chat_completion_non_streaming | ❌ |
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| Llama-3.1-8B-Instruct | /chat_completion | non_streaming | test_text_chat_completion_non_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /chat_completion | tool_calling | test_text_chat_completion_with_tool_calling_and_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /chat_completion | tool_calling | test_text_chat_completion_with_tool_calling_and_non_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /completion | streaming | test_text_completion_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /completion | non_streaming | test_text_completion_non_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /completion | structured_output | test_text_completion_structured_output | ✅ |
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## Vector_io:
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| API | Capability | Test | Status |
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|:-----|:-----|:-----|:-----|
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| /retrieve | | test_vector_db_retrieve | ✅ |
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## Agents:
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| API | Capability | Test | Status |
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|:-----|:-----|:-----|:-----|
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| /create_agent_turn | rag | test_rag_agent | ✅ |
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| /create_agent_turn | custom_tool | test_custom_tool | ✅ |
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| /create_agent_turn | code_execution | test_code_interpreter_for_attachments | ✅ |
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llama_stack/templates/tgi/report.md
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llama_stack/templates/tgi/report.md
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# Report for tgi distribution
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## Supported Models:
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| Model Descriptor | tgi |
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|:---|:---|
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| Llama-3-8B-Instruct | ✅ |
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| Llama-3-70B-Instruct | ✅ |
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| Llama3.1-8B-Instruct | ✅ |
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| Llama3.1-70B-Instruct | ✅ |
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| Llama3.1-405B-Instruct | ✅ |
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| Llama3.2-1B-Instruct | ✅ |
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| Llama3.2-3B-Instruct | ✅ |
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| Llama3.2-11B-Vision-Instruct | ✅ |
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| Llama3.2-90B-Vision-Instruct | ✅ |
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| Llama3.3-70B-Instruct | ✅ |
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| Llama-Guard-3-11B-Vision | ✅ |
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| Llama-Guard-3-1B | ✅ |
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| Llama-Guard-3-8B | ✅ |
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| Llama-Guard-2-8B | ✅ |
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## Inference:
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| Model | API | Capability | Test | Status |
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|:----- |:-----|:-----|:-----|:-----|
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| Llama-3.1-8B-Instruct | /chat_completion | streaming | test_text_chat_completion_streaming | ✅ |
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| Llama-3.2-11B-Vision-Instruct | /chat_completion | streaming | test_image_chat_completion_streaming | ❌ |
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| Llama-3.2-11B-Vision-Instruct | /chat_completion | non_streaming | test_image_chat_completion_non_streaming | ❌ |
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| Llama-3.1-8B-Instruct | /chat_completion | non_streaming | test_text_chat_completion_non_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /chat_completion | tool_calling | test_text_chat_completion_with_tool_calling_and_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /chat_completion | tool_calling | test_text_chat_completion_with_tool_calling_and_non_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /completion | streaming | test_text_completion_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /completion | non_streaming | test_text_completion_non_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /completion | structured_output | test_text_completion_structured_output | ✅ |
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## Vector_io:
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| API | Capability | Test | Status |
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|:-----|:-----|:-----|:-----|
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| /retrieve | | test_vector_db_retrieve | ✅ |
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## Agents:
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| API | Capability | Test | Status |
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|:-----|:-----|:-----|:-----|
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| /create_agent_turn | rag | test_rag_agent | ✅ |
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| /create_agent_turn | custom_tool | test_custom_tool | ✅ |
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| /create_agent_turn | code_execution | test_code_interpreter_for_attachments | ✅ |
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llama_stack/templates/together/report.md
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llama_stack/templates/together/report.md
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# Report for together distribution
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## Supported Models:
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| Model Descriptor | together |
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|:---|:---|
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| Llama-3-8B-Instruct | ❌ |
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| Llama-3-70B-Instruct | ❌ |
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| Llama3.1-8B-Instruct | ✅ |
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| Llama3.1-70B-Instruct | ✅ |
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| Llama3.1-405B-Instruct | ✅ |
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| Llama3.2-1B-Instruct | ❌ |
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| Llama3.2-3B-Instruct | ✅ |
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| Llama3.2-11B-Vision-Instruct | ✅ |
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| Llama3.2-90B-Vision-Instruct | ✅ |
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| Llama3.3-70B-Instruct | ✅ |
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| Llama-Guard-3-11B-Vision | ✅ |
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| Llama-Guard-3-1B | ❌ |
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| Llama-Guard-3-8B | ✅ |
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| Llama-Guard-2-8B | ❌ |
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## Inference:
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| Model | API | Capability | Test | Status |
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|:----- |:-----|:-----|:-----|:-----|
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| Llama-3.1-8B-Instruct | /chat_completion | streaming | test_text_chat_completion_streaming | ✅ |
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| Llama-3.2-11B-Vision-Instruct | /chat_completion | streaming | test_image_chat_completion_streaming | ✅ |
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| Llama-3.2-11B-Vision-Instruct | /chat_completion | non_streaming | test_image_chat_completion_non_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /chat_completion | non_streaming | test_text_chat_completion_non_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /chat_completion | tool_calling | test_text_chat_completion_with_tool_calling_and_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /chat_completion | tool_calling | test_text_chat_completion_with_tool_calling_and_non_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /completion | streaming | test_text_completion_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /completion | non_streaming | test_text_completion_non_streaming | ✅ |
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| Llama-3.1-8B-Instruct | /completion | structured_output | test_text_completion_structured_output | ✅ |
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## Vector_io:
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| API | Capability | Test | Status |
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|:-----|:-----|:-----|:-----|
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| /retrieve | | test_vector_db_retrieve | ✅ |
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## Agents:
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| API | Capability | Test | Status |
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|:-----|:-----|:-----|:-----|
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| /create_agent_turn | rag | test_rag_agent | ✅ |
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| /create_agent_turn | custom_tool | test_custom_tool | ✅ |
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| /create_agent_turn | code_execution | test_code_interpreter_for_attachments | ✅ |
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