pyrit.score.HumanInTheLoopScorerGradio

pyrit.score.HumanInTheLoopScorerGradio#

class HumanInTheLoopScorerGradio(*, open_browser=False)[source]#

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[source]#

Methods

__init__(*[, open_browser])

get_identifier()

Returns an identifier dictionary for the scorer.

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_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.

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][source]#
async score_async(request_response: PromptRequestPiece, *, task: str | None = None) → list[Score][source]#

Score the request_response, add the results to the database and return a list of Score objects.

Parameters:

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

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

Returns:

A list of Score objects representing the results.

Return type:

list[Score]

scorer_type: Literal['true_false', 'float_scale']#
validate(request_response: PromptRequestPiece, *, task: str | None = None)[source]#

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).

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