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[Evals API][3/n] scoring_functions / scoring meta-reference implementations (#296)

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* wip

* dataset validation

* test_scoring

* cleanup

* clean up test

* comments

* error checking

* dataset client

* test client:

* datasetio client

* clean up

* basic scoring function works

* scorer wip

* equality scorer

* score batch impl

* score batch

* update scoring test

* refactor

* validate scorer input

* address comments

* add all rows scores to ScoringResult

* bugfix

* scoring function def rename
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Xi Yan 2024-10-24 14:52:30 -07:00 • committed by GitHub
parent e70420a06e
commit cb84034567
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28 changed files with 904 additions and 51 deletions
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llama_stack/apis/datasets/datasets.py
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@ -20,7 +20,7 @@ class DatasetDef(BaseModel):
identifier: str = Field(
description="A unique name for the dataset",
)
columns_schema: Dict[str, ParamType] = Field(
dataset_schema: Dict[str, ParamType] = Field(
description="The schema definition for this dataset",
)
url: URL