llama-stack/llama_stack
Ashwin Bharambe ab54b8cd58
feat(providers): support non-llama models for inference providers (#1200)
This PR begins the process of supporting non-llama models within Llama
Stack. We start simple by adding support for this functionality within a
few existing providers: fireworks, together and ollama.

## Test Plan

```bash
LLAMA_STACK_CONFIG=fireworks pytest -s -v tests/client-sdk/inference/test_text_inference.py \
  --inference-model accounts/fireworks/models/phi-3-vision-128k-instruct
```

^ this passes most of the tests but as expected fails the tool calling
related tests since they are very specific to Llama models

```
inference/test_text_inference.py::test_text_completion_streaming[accounts/fireworks/models/phi-3-vision-128k-instruct] PASSED
inference/test_text_inference.py::test_completion_log_probs_non_streaming[accounts/fireworks/models/phi-3-vision-128k-instruct] PASSED
inference/test_text_inference.py::test_completion_log_probs_streaming[accounts/fireworks/models/phi-3-vision-128k-instruct] PASSED
inference/test_text_inference.py::test_text_completion_structured_output[accounts/fireworks/models/phi-3-vision-128k-instruct-completion-01] PASSED
inference/test_text_inference.py::test_text_chat_completion_non_streaming[accounts/fireworks/models/phi-3-vision-128k-instruct-Which planet do humans live on?-Earth] PASSED
inference/test_text_inference.py::test_text_chat_completion_non_streaming[accounts/fireworks/models/phi-3-vision-128k-instruct-Which planet has rings around it with a name starting w
ith letter S?-Saturn] PASSED
inference/test_text_inference.py::test_text_chat_completion_streaming[accounts/fireworks/models/phi-3-vision-128k-instruct-What's the name of the Sun in latin?-Sol] PASSED
inference/test_text_inference.py::test_text_chat_completion_streaming[accounts/fireworks/models/phi-3-vision-128k-instruct-What is the name of the US captial?-Washington] PASSED
inference/test_text_inference.py::test_text_chat_completion_with_tool_calling_and_non_streaming[accounts/fireworks/models/phi-3-vision-128k-instruct] FAILED
inference/test_text_inference.py::test_text_chat_completion_with_tool_calling_and_streaming[accounts/fireworks/models/phi-3-vision-128k-instruct] FAILED
inference/test_text_inference.py::test_text_chat_completion_with_tool_choice_required[accounts/fireworks/models/phi-3-vision-128k-instruct] FAILED
inference/test_text_inference.py::test_text_chat_completion_with_tool_choice_none[accounts/fireworks/models/phi-3-vision-128k-instruct] PASSED
inference/test_text_inference.py::test_text_chat_completion_structured_output[accounts/fireworks/models/phi-3-vision-128k-instruct] ERROR
inference/test_text_inference.py::test_text_chat_completion_tool_calling_tools_not_in_request[accounts/fireworks/models/phi-3-vision-128k-instruct-True] PASSED
inference/test_text_inference.py::test_text_chat_completion_tool_calling_tools_not_in_request[accounts/fireworks/models/phi-3-vision-128k-instruct-False] PASSED
```
2025-02-21 13:21:28 -08:00
..
apis ci: add mypy for static type checking (#1101) 2025-02-21 13:15:40 -08:00
cli chore: move embedding deps to RAG tool where they are needed (#1210) 2025-02-21 11:33:41 -08:00
distribution fix: Updating images so that they are able to run without root access (#1208) 2025-02-21 11:32:56 -05:00
models/llama chore: move all Llama Stack types from llama-models to llama-stack (#1098) 2025-02-14 09:10:59 -08:00
providers feat(providers): support non-llama models for inference providers (#1200) 2025-02-21 13:21:28 -08:00
scripts ci: add mypy for static type checking (#1101) 2025-02-21 13:15:40 -08:00
strong_typing Ensure that deprecations for fields follow through to OpenAPI 2025-02-19 13:54:04 -08:00
templates chore: move embedding deps to RAG tool where they are needed (#1210) 2025-02-21 11:33:41 -08:00
__init__.py export LibraryClient 2024-12-13 12:08:00 -08:00
schema_utils.py ci: add mypy for static type checking (#1101) 2025-02-21 13:15:40 -08:00