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README.md
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## Limitations
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- May hallucinate or generate incorrect information
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- Large model size leads to high compute requirements
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## Limitations
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- May hallucinate or generate incorrect information
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- Large model size leads to high compute requirements
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@misc{open-llm-leaderboard,
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author = {Edward Beeching, Clémentine Fourrier, Nathan Habib, Sheon Han, Nathan Lambert, Nazneen Rajani, Omar Sanseviero, Lewis Tunstall, Thomas Wolf},
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title = {Open LLM Leaderboard},
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year = {2023},
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publisher = {Hugging Face},
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howpublished = "\url{https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard}"
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}
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@software{eval-harness,
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author = {Gao, Leo and
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Tow, Jonathan and
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Biderman, Stella and
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Black, Sid and
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DiPofi, Anthony and
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Foster, Charles and
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Golding, Laurence and
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Hsu, Jeffrey and
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McDonell, Kyle and
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Muennighoff, Niklas and
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Phang, Jason and
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Reynolds, Laria and
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Tang, Eric and
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Thite, Anish and
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Wang, Ben and
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Wang, Kevin and
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Zou, Andy},
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title = {A framework for few-shot language model evaluation},
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month = sep,
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year = 2021,
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publisher = {Zenodo},
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version = {v0.0.1},
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doi = {10.5281/zenodo.5371628},
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url = {https://doi.org/10.5281/zenodo.5371628}
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}
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@misc{clark2018think,
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title={Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge},
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author={Peter Clark and Isaac Cowhey and Oren Etzioni and Tushar Khot and Ashish Sabharwal and Carissa Schoenick and Oyvind Tafjord},
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year={2018},
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eprint={1803.05457},
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archivePrefix={arXiv},
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primaryClass={cs.AI}
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}
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@misc{zellers2019hellaswag,
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title={HellaSwag: Can a Machine Really Finish Your Sentence?},
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author={Rowan Zellers and Ari Holtzman and Yonatan Bisk and Ali Farhadi and Yejin Choi},
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year={2019},
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eprint={1905.07830},
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archivePrefix={arXiv},
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primaryClass={cs.CL}
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}
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@misc{hendrycks2021measuring,
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title={Measuring Massive Multitask Language Understanding},
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author={Dan Hendrycks and Collin Burns and Steven Basart and Andy Zou and Mantas Mazeika and Dawn Song and Jacob Steinhardt},
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year={2021},
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eprint={2009.03300},
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archivePrefix={arXiv},
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primaryClass={cs.CY}
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}
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@misc{lin2022truthfulqa,
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title={TruthfulQA: Measuring How Models Mimic Human Falsehoods},
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author={Stephanie Lin and Jacob Hilton and Owain Evans},
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year={2022},
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eprint={2109.07958},
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archivePrefix={arXiv},
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primaryClass={cs.CL}
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}
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