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.
This commit is contained in:
Sixian Yi 2025-01-22 19:20:49 -08:00 committed by GitHub
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8 changed files with 328 additions and 60 deletions

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# Report for cerebras distribution
## Supported Models:
| Model Descriptor | cerebras |
|:---|:---|
| meta-llama/Llama-3-8B-Instruct | ❌ |
| meta-llama/Llama-3-70B-Instruct | ❌ |
| meta-llama/Llama-3.1-8B-Instruct | ✅ |
| meta-llama/Llama-3.1-70B-Instruct | ❌ |
| meta-llama/Llama-3.1-405B-Instruct-FP8 | ❌ |
| meta-llama/Llama-3.2-1B-Instruct | ❌ |
| meta-llama/Llama-3.2-3B-Instruct | ❌ |
| meta-llama/Llama-3.2-11B-Vision-Instruct | ❌ |
| meta-llama/Llama-3.2-90B-Vision-Instruct | ❌ |
| meta-llama/Llama-3.3-70B-Instruct | ✅ |
| meta-llama/Llama-Guard-3-11B-Vision | ❌ |
| meta-llama/Llama-Guard-3-1B | ❌ |
| meta-llama/Llama-Guard-3-8B | ❌ |
| meta-llama/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 | ✅ |

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## Supported Models:
| Model Descriptor | fireworks |
|:---|:---|
| meta-llama/Llama-3-8B-Instruct | ❌ |
| meta-llama/Llama-3-70B-Instruct | ❌ |
| meta-llama/Llama-3.1-8B-Instruct | ✅ |
| meta-llama/Llama-3.1-70B-Instruct | ✅ |
| meta-llama/Llama-3.1-405B-Instruct-FP8 | ✅ |
| meta-llama/Llama-3.2-1B-Instruct | ✅ |
| meta-llama/Llama-3.2-3B-Instruct | ✅ |
| meta-llama/Llama-3.2-11B-Vision-Instruct | ✅ |
| meta-llama/Llama-3.2-90B-Vision-Instruct | ✅ |
| meta-llama/Llama-3.3-70B-Instruct | ✅ |
| meta-llama/Llama-Guard-3-11B-Vision | ✅ |
| meta-llama/Llama-Guard-3-1B | ❌ |
| meta-llama/Llama-Guard-3-8B | ✅ |
| meta-llama/Llama-Guard-2-8B | ❌ |
| 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 |
|:----- |:-----|:-----|:-----|:-----|
| 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 | ✅ |

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# Report for ollama distribution
## Supported Models:
| Model Descriptor | ollama |
|:---|:---|
| 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 | ✅ |

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# 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 | ✅ |

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# Report for together distribution
## Supported Models:
| Model Descriptor | together |
|:---|:---|
| 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 | ✅ |