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---
tags:
- deberta-v3
- deberta
- deberta-v2
license: mit
base_model:
- microsoft/deberta-v3-large
pipeline_tag: text-classification
---
# HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models
[arXiv Link](https://arxiv.org/abs/2410.01524)
Our model functions as a Guard Model, intended to classify the safety of conversations with LLMs and protect against LLM jailbreak attacks.
It is fine-tuned from DeBERTa-v3-large and trained using **HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models**.
The training process involves knowledge distillation paired with data augmentation, using our [**HarmAug Generated Dataset**].
For more information, please refer to our [github](https://github.com/imnotkind/HarmAug)
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