pyrit.score.FloatScaleThresholdScorer#
- class FloatScaleThresholdScorer(*, scorer: Scorer, threshold: float)[source]#
Bases:
ScorerA scorer that applies a threshold to a float scale score to make it a true/false score.
Methods
__init__(*, scorer, threshold)get_identifier()Returns an identifier dictionary for the scorer.
get_scorer_metrics(dataset_name[, metrics_type])Returns evaluation statistics for the scorer using the dataset_name of the human labeled dataset that this scorer was run against.
scale_value_float(value, min_value, max_value)Scales a value from 0 to 1 based on the given min and max values.
score_async(request_response, *[, task])Score the request_response, add the results to the database and return a list of Score objects.
score_image_async(image_path, *[, task])Scores the given image using the chat target.
score_prompts_with_tasks_batch_async(*, ...)score_response_async(*, response, scorers[, ...])Score a response using multiple scorers in parallel.
score_response_select_first_success_async(*, ...)Score response pieces sequentially until finding a successful score.
score_response_with_objective_async(*, response)Score a response using both auxiliary and objective scorers.
score_responses_inferring_tasks_batch_async(*, ...)Scores a batch of responses (ignores non-assistant messages).
score_text_async(text, *[, task])Scores the given text based on the task using the chat target.
score_text_batch_async(*, texts[, tasks, ...])validate(request_response, *[, task])Validates the request response for scoring.
Attributes
- scorer_type: ScoreType#