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@@ -75,6 +75,15 @@ If you wish to cite our work, please use the following reference:
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  journal={arXiv preprint arXiv:2307.14995},
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  year={2023}
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  }
 
 
 
 
 
 
 
 
 
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  ```
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  <p align="center">
 
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  journal={arXiv preprint arXiv:2307.14995},
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  year={2023}
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  }
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+
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+ @misc{qin2024lightning,
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+ title={Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models},
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+ author={Zhen Qin and Weigao Sun and Dong Li and Xuyang Shen and Weixuan Sun and Yiran Zhong},
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+ year={2024},
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+ eprint={2401.04658},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CL}
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+ }
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  ```
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  <p align="center">