pyrit.score.HumanInTheLoopScorerGradio

class HumanInTheLoopScorerGradio(*, open_browser=False)

Bases: Scorer

Create scores from manual human input using Gradio and adds them to the database.

Parameters:

open_browser (bool) – The scorer will open the Gradio interface in a browser instead of opening it in PyWebview

__init__(*, open_browser=False) → None

Methods

__init__(*[, open_browser])
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.
retrieve_score(request_prompt, *[, task])
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 piece to score.

Attributes

scorer_type

retrieve_score(request_prompt: PromptRequestPiece, *, task: str | None = None) → list[Score]

scorer_type: ScoreType

validate(request_response: PromptRequestPiece, *, task: str | None = None)

Validates the request_response piece to score. Because some scorers may require specific PromptRequestPiece types or values.

Parameters:

• request_response (PromptRequestPiece) – The request response to be validated.

• task (str) – The task based on which the text should be scored (the original attacker model’s objective).