πŸ“„ Summarization RelevanceΒΆ

metrics.llm_as_judge.direct.criteria.summarization_relevance

CriteriaWithOptions(
    name="summarization_relevance",
    description="On a scale of 1 (low) to 5 (high), are the details provided by the summary consistent with details in the article?",
    prediction_field="summary",
    context_fields=[
        "article",
    ],
    options=[
        CriteriaOption(
            name="1",
            description="",
        ),
        CriteriaOption(
            name="2",
            description="",
        ),
        CriteriaOption(
            name="3",
            description="",
        ),
        CriteriaOption(
            name="4",
            description="",
        ),
        CriteriaOption(
            name="5",
            description="",
        ),
    ],
    option_map={
        "1": 0.0,
        "2": 0.25,
        "3": 0.5,
        "4": 0.75,
        "5": 1.0,
    },
)
[source]

from unitxt.llm_as_judge_constants import CriteriaOption

Explanation about CriteriaWithOptionsΒΆ

Criteria used by DirectLLMJudge to run evaluations.

Explanation about CriteriaOptionΒΆ

A criteria option.

Read more about catalog usage here.