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**Note:** those filled-in instructions are specifically tailored for models before alignment and do NOT fit for the specific data format required for chat models.
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##
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If you find our work helpful, please cite us:
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```bibtex
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@article{adaptllm,
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title={Adapting large language models via reading comprehension},
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author={Cheng, Daixuan and Huang, Shaohan and Wei, Furu},
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journal={arXiv preprint arXiv:2309.09530},
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year={2023}
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}
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```
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_AdaptLLM__law-chat)
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| Metric |Value|
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|Winogrande (5-shot) |75.45|
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|GSM8k (5-shot) |18.50|
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**Note:** those filled-in instructions are specifically tailored for models before alignment and do NOT fit for the specific data format required for chat models.
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## [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_AdaptLLM__law-chat)
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| Metric |Value|
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|Winogrande (5-shot) |75.45|
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|GSM8k (5-shot) |18.50|
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## Citation
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If you find our work helpful, please cite us:
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```bibtex
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@inproceedings{
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cheng2024adapting,
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title={Adapting Large Language Models via Reading Comprehension},
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author={Daixuan Cheng and Shaohan Huang and Furu Wei},
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booktitle={The Twelfth International Conference on Learning Representations},
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year={2024},
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url={https://openreview.net/forum?id=y886UXPEZ0}
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}
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```
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