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LLM Unlearning Without an Expert Curated Dataset
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39 items
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Updated
Best Mistral-7B-Instruct-v0.3 checkpoint unlearned using RR with the Keyword-Cyber forget set. For more details, please check our paper.
| WMDP-Cyber | tinyMMLU | GSM8k | TriviaQA | |
|---|---|---|---|---|
| Mistral-7B-Instruct-v0.3 | 41.52 | 64.20 | 50.19 | 56.81 |
| Mistral-7B-Instruct-v0.3_RR_Keyword-Cyber | 23.60 | 63.44 | 45.71 | 56.77 |
If you find this useful in your research, please consider citing our paper:
@misc{zhu2025llmunlearningexpertcurated,
title={LLM Unlearning Without an Expert Curated Dataset},
author={Xiaoyuan Zhu and Muru Zhang and Ollie Liu and Robin Jia and Willie Neiswanger},
year={2025},
eprint={2508.06595},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2508.06595},
}