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Jasper

any_guardrail.guardrails.jasper.jasper

Jasper

Bases: HuggingFace

Prompt injection detection encoder based models.

For more information, please see the model card:

Parameters:

Name Type Description Default
model_id str | None

HuggingFace path to model.

 None

Raises:

Type Description
ValueError

Can only use model paths for Jasper models from HuggingFace.
Source code in src/any_guardrail/guardrails/jasper/jasper.py 
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class Jasper(HuggingFace):
    """Prompt injection detection encoder based models.

    For more information, please see the model card:

    - [Jasper Deberta](https://huggingface.co/JasperLS/deberta-v3-base-injection)
    - [Jasper Gelectra](https://huggingface.co/JasperLS/gelectra-base-injection).

    Args:
        model_id: HuggingFace path to model.

    Raises:
        ValueError: Can only use model paths for Jasper models from HuggingFace.

    """

    SUPPORTED_MODELS: ClassVar = ["JasperLS/gelectra-base-injection", "JasperLS/deberta-v3-base-injection"]

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