pyrit.score.SelfAskLikertScorer#
- class SelfAskLikertScorer(chat_target: PromptChatTarget, likert_scale_path: Path)[source]#
Bases:
Scorer
A class that represents a “self-ask” score for text scoring for a likert scale.
- __init__(chat_target: PromptChatTarget, likert_scale_path: Path) None [source]#
Methods
__init__
(chat_target, likert_scale_path)get_identifier
()Returns an identifier dictionary for the scorer.
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])Scores the given request_response using "self-ask" for the chat target and adds score to memory.
score_image_async
(image_path, *[, task])Scores the given image using the chat target.
score_prompts_batch_async
(*, request_responses)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
- async score_async(request_response: PromptRequestPiece, *, task: str | None = None) list[Score] [source]#
Scores the given request_response using “self-ask” for the chat target and adds score to memory.
- Parameters:
request_response (PromptRequestPiece) – The prompt request piece containing the text to be scored.
task (str) – The task based on which the text should be scored (the original attacker model’s objective). Currently not supported for this scorer.
- Returns:
- The request_response scored.
The category is configured from the likert_scale. The score_value is a value from [0,1] that is scaled from the likert scale.
- Return type:
- 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).