📄 Summarization Fluency¶

metrics.llm_as_judge.direct.criteria.summarization_fluency

CriteriaWithOptions(
    name="summarization_fluency",
    description="On a scale of 1 (low) to 5 (high), are the individual sentences of the summary well-written and grammatical?",
    prediction_field="summary",
    context_fields=[],
    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 CriteriaWithOptions¶

Criteria used by DirectLLMJudge to run evaluations.

Explanation about CriteriaOption¶

A criteria option.