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[Evals API][6/n] meta-reference llm as judge, registration for ScoringFnDefs (#330)

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* wip scoring refactor

* llm as judge, move folders

* test full generation + eval

* extract score regex to llm context

* remove prints, cleanup braintrust in this branch

* change json -> class

* remove initialize

* address nits

* check identifier prefix

* udpate MANIFEST
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Xi Yan 2024-10-28 14:08:42 -07:00 • committed by GitHub
parent 04a4784287
commit 7b8748c53e
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20 changed files with 360 additions and 50 deletions
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8
llama_stack/providers/tests/eval/test_eval.py
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@ -65,7 +65,10 @@ async def test_eval(eval_settings):
model="Llama3.2-1B-Instruct",
sampling_params=SamplingParams(),
),
scoring_functions=["subset_of"],
scoring_functions=[
"meta-reference::subset_of",
"meta-reference::llm_as_judge_8b_correctness",
],
)
assert response.job_id == "0"
job_status = await eval_impl.job_status(response.job_id)
@ -76,4 +79,5 @@ async def test_eval(eval_settings):
assert eval_response is not None
assert len(eval_response.generations) == 5
assert "subset_of" in eval_response.scores
assert "meta-reference::subset_of" in eval_response.scores
assert "meta-reference::llm_as_judge_8b_correctness" in eval_response.scores