Synthetic Textbook
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LLM Unlearning Without an Expert Curated Dataset
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Best Meta-Llama-3-8B-Instruct checkpoint unlearned using RMU with the Textbook-Bio forget set. For more details, please check our paper.
| WMDP-Bio | tinyMMLU | GSM8k | TriviaQA | |
|---|---|---|---|---|
| Llama-3-8B-Instruct | 71.01 | 59.21 | 75.28 | 51.09 | 
| Llama-3-8B-Instruct_RMU_Textbook-Bio | 33.30 | 44.86 | 74.53 | 50.80 | 
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}, 
}