| # 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. | |