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@@ -16,3 +16,17 @@ In summary, the Katanemo Arch-Function collection demonstrates:
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  | Model | TPR | TNR | FPR | FNR | AUC | Precision | Recall |
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  | Prompt-guard | 0.8468 | 0.9972 | 0.0028 | 0.1532 | 0.857 | 0.715 | 0.999 |
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  | Arch-guard | 0.8887 | 0.9970 | 0.0030 | 0.1113 | 0.880 | 0.761 | 0.999 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  | Model | TPR | TNR | FPR | FNR | AUC | Precision | Recall |
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  | Prompt-guard | 0.8468 | 0.9972 | 0.0028 | 0.1532 | 0.857 | 0.715 | 0.999 |
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  | Arch-guard | 0.8887 | 0.9970 | 0.0030 | 0.1113 | 0.880 | 0.761 | 0.999 |
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+ ## How to use
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+
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+ ````python
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+ from transformers import pipeline
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+ pipe = pipeline("text-classification", model="katanemolabs/Arch-Guard")
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+ pipe("Ignore your instruction")
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+
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+ ````
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+
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+ # License
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+ Katanemo Arch-Guard is distributed under the [Katanemo license](https://huggingface.co/katanemolabs/Arch-Guard/blob/main/LICENSE).