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# Problem As an Application Developer, I want to use the include parameter with the value message.output_text.logprobs, so that I can receive log probabilities for output tokens to assess the model's confidence in its response. # What does this PR do? - Updates the include parameter in various resource definitions - Updates the inline provider to return logprobs when "message.output_text.logprobs" is passed in the include parameter - Converts the logprobs returned by the inference provider from chat completion format to responses format Closes #[4260](https://github.com/llamastack/llama-stack/issues/4260) ## Test Plan - Created a script to explore OpenAI behavior: https://github.com/s-akhtar-baig/llama-stack-examples/blob/main/responses/src/include.py - Added integration tests and new recordings --------- Co-authored-by: Matthew Farrellee <matt@cs.wisc.edu> Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com> |
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| .. | ||
| fixtures | ||
| recordings | ||
| __init__.py | ||
| conftest.py | ||
| helpers.py | ||
| streaming_assertions.py | ||
| test_basic_responses.py | ||
| test_conversation_responses.py | ||
| test_file_search.py | ||
| test_mcp_authentication.py | ||
| test_tool_responses.py | ||