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+# katanemolabs/Arch-Guard-gpu
+
+## Overview
+The Katanemo Arch-Guard collection is a collection state-of-the-art (SOTA) LLMs specifically designed for **jailbreaking detection** tasks.
+Definition: jailbreaking attempts are malicious prompts designed to alternate the intended behavior of the foundation LLM model of the application. They often violate the safety and security policies of the model. 
+
+Arch Guard is a classifier model fine-tuned based on the open source model Llama/prompt-guard-86M on an opensource corpus of jailbreaking attemps with an intention to improve
+the capability of detecting jailbreaks only.
+
+In summary, the Katanemo Arch-Function collection demonstrates:
+- **State-of-the-art performance** in jailbreaking attempts detection
+- Optimized **low-latency, low False Positive Rate**, making it suitable for real-time, production environments, and best user experience.