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license: mit
language:
- en
pipeline_tag: text-generation
arxiv:
- https://arxiv.org/abs/2508.06595
library_name: transformers
---
## Model Details
Best [Mistral-7B-Instruct-v0.3](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3) checkpoint unlearned using [RR](https://arxiv.org/abs/2406.04313) with the Keyword-Bio forget set. For more details, please check [our paper](https://arxiv.org/abs/2508.06595).
### sources
- Base model: [Mistral-7B-Instruct-v0.3](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3)
- Repository: [https://github.com/xyzhu123/Synthetic_Textbook)
### Performance
| | WMDP-Bio | tinyMMLU | GSM8k | TriviaQA |
|---------------------------------------------|:---------:|:----------:|:-------:|:--------:|
| Mistral-7B-Instruct-v0.3 | 67.48 | 64.20 | 50.19 | 56.81 |
| Mistral-7B-Instruct-v0.3_RR_Keyword-Bio | 49.18 | 63.95 | 47.38 | 57.48 |
## Citation
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},
}
```
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