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Pangolin

any_guardrail.guardrails.pangolin.pangolin

Pangolin

Bases: HuggingFace

Prompt injection detection encoder based models.

For more information, please see the model card:

Source code in src/any_guardrail/guardrails/pangolin/pangolin.py 
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class Pangolin(HuggingFace):
    """Prompt injection detection encoder based models.

    For more information, please see the model card:

    - [Pangolin Base](https://huggingface.co/dcarpintero/pangolin-guard-base)
    """

    SUPPORTED_MODELS: ClassVar = ["dcarpintero/pangolin-guard-base"]

    def _post_processing(self, model_outputs: dict[str, Any]) -> GuardrailOutput:
        return _match_injection_label(model_outputs, PANGOLIN_INJECTION_LABEL, self.model.config.id2label)