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@@ -130,12 +130,10 @@ If you have any questions, please feel free to reach us at <yuhao.liuu@kunlun-in
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  If you find our work helpful, please feel free to cite us using the following BibTeX entry:
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  ```bibtex
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- @misc{skyworkreward2024,
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- title={Skywork Reward Model Series},
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- author={Liu, Chris Yuhao and Zeng, Liang},
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- year={2024},
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- month={September},
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- howpublished={\url{https://huggingface.co/Skywork}},
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- url={https://huggingface.co/Skywork},
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  }
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  ```
 
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  If you find our work helpful, please feel free to cite us using the following BibTeX entry:
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  ```bibtex
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+ @article{liu2024skywork,
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+ title={Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs},
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+ author={Liu, Chris Yuhao and Zeng, Liang and Liu, Jiacai and Yan, Rui and He, Jujie and Wang, Chaojie and Yan, Shuicheng and Liu, Yang and Zhou, Yahui},
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+ journal={arXiv preprint arXiv:2410.18451},
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+ year={2024}
 
 
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  }
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  ```