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Graders

GradersGrader Models

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GraderInputItem = String | ResponseInputText { text, type, prompt_cache_breakpoint } | OutputText{ text, type} | 2 more

A single content item: input text, output text, input image, or input audio.

GraderInputs = Array[GraderInputItem]

A list of inputs, each of which may be either an input text, output text, input image, or input audio object.

class LabelModelGrader { input, labels, model, 3 more }

A LabelModelGrader object which uses a model to assign labels to each item in the evaluation.

class MultiGrader { calculate_output, graders, name, type }

A MultiGrader object combines the output of multiple graders to produce a single score.

class PythonGrader { name, source, type, image_tag }

A PythonGrader object that runs a python script on the input.

class ScoreModelGrader { input, model, name, 3 more }

A ScoreModelGrader object that uses a model to assign a score to the input.

class StringCheckGrader { input, name, operation, 2 more }

A StringCheckGrader object that performs a string comparison between input and reference using a specified operation.

class TextSimilarityGrader { evaluation_metric, input, name, 2 more }

A TextSimilarityGrader object which grades text based on similarity metrics.