llama-stack-mirror/llama_stack/providers/tests/datasetio
Xi Yan 2da455f48e
[rag evals][2/n] add more braintrust scoring fns for RAG eval (#666)
# What does this PR do?

- add more braintrust scoring functions for RAG eval
- add tests for evaluating against context

## Test Plan

```
pytest -v -s -m braintrust_scoring_together_inference scoring/test_scoring.py
```
<img width="850" alt="image"
src="https://github.com/user-attachments/assets/2f8f0693-ea13-422c-a183-f798faf86433"
/>


**Example Output**
- https://gist.github.com/yanxi0830/2acf3b8b3e8132fda2a48b1f0a49711b

<img width="827" alt="image"
src="https://github.com/user-attachments/assets/9014b957-107c-4c23-bbc0-812cbd0b16da"
/>

<img width="436" alt="image"
src="https://github.com/user-attachments/assets/21e9da17-f426-49b2-9113-855cab7b3d40"
/>




## 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.
2025-01-02 11:19:22 -08:00
..
__init__.py [Evals API][2/n] datasets / datasetio meta-reference implementation (#288) 2024-10-22 16:12:16 -07:00
conftest.py [Evals API][10/n] API updates for EvalTaskDef + new test migration (#379) 2024-11-07 21:24:12 -08:00
fixtures.py [1/n] torchtune <> llama-stack integration skeleton (#540) 2024-12-13 11:05:35 -08:00
test_dataset.csv [Evals API][4/n] evals with generation meta-reference impl (#303) 2024-10-25 13:12:39 -07:00
test_datasetio.py [rag evals][2/n] add more braintrust scoring fns for RAG eval (#666) 2025-01-02 11:19:22 -08:00
test_rag_dataset.csv [rag evals][2/n] add more braintrust scoring fns for RAG eval (#666) 2025-01-02 11:19:22 -08:00