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[Evals API][11/n] huggingface dataset provider + mmlu scoring fn (#392)

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* wip

* scoring fn api

* eval api

* eval task

* evaluate api update

* pre commit

* unwrap context -> config

* config field doc

* typo

* naming fix

* separate benchmark / app eval

* api name

* rename

* wip tests

* wip

* datasetio test

* delete unused

* fixture

* scoring resolve

* fix scoring register

* scoring test pass

* score batch

* scoring fix

* fix eval

* test eval works

* huggingface provider

* datasetdef files

* mmlu scoring fn

* test wip

* remove type ignore

* api refactor

* add default task_eval_id for routing

* add eval_id for jobs

* remove type ignore

* huggingface provider

* wip huggingface register

* only keep 1 run_eval

* fix optional

* register task required

* register task required

* delete old tests

* fix

* mmlu loose

* refactor

* msg

* fix tests

* move benchmark task def to file

* msg

* gen openapi

* openapi gen

* move dataset to hf llamastack repo

* remove todo

* refactor

* add register model to unit test

* rename

* register to client

* delete preregistered dataset/eval task

* comments

* huggingface -> remote adapter

* openapi gen
This commit is contained in:
Xi Yan 2024-11-11 14:49:50 -05:00 • committed by GitHub
parent b78ee3a0a5
commit 2b7d70ba86
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20 changed files with 1607 additions and 718 deletions
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11
llama_stack/providers/tests/eval/conftest.py
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@ -34,6 +34,16 @@ DEFAULT_PROVIDER_COMBINATIONS = [
id="meta_reference_eval_together_inference",
marks=pytest.mark.meta_reference_eval_together_inference,
),
pytest.param(
{
"eval": "meta_reference",
"scoring": "meta_reference",
"datasetio": "huggingface",
"inference": "together",
},
id="meta_reference_eval_together_inference_huggingface_datasetio",
marks=pytest.mark.meta_reference_eval_together_inference_huggingface_datasetio,
),
]
@ -41,6 +51,7 @@ def pytest_configure(config):
for fixture_name in [
"meta_reference_eval_fireworks_inference",
"meta_reference_eval_together_inference",
"meta_reference_eval_together_inference_huggingface_datasetio",
]:
config.addinivalue_line(
"markers",