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@@ -153,8 +153,7 @@ Below we report the performance of Mamba 7B compared to other base models.
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  ## How to Cite
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- If you use this model, please cite our paper on Linearizing Large Language Models. (Coming soon!)
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- ```
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  @article{Mercat2024Linearizing,
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  title={Linearizing Large Language Models},
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  author={Jean Mercat and Igor Vasiljevic and Sedrick Keh and Kushal Arora and Achal Dave and Adrien Gaidon and Thomas Kollar},
 
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  ## How to Cite
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+ If you use this model, please cite our paper on [Linearizing Large Language Models](https://arxiv.org/abs/2405.06640).
 
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  @article{Mercat2024Linearizing,
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  title={Linearizing Large Language Models},
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  author={Jean Mercat and Igor Vasiljevic and Sedrick Keh and Kushal Arora and Achal Dave and Adrien Gaidon and Thomas Kollar},