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@@ -94,7 +94,7 @@ We look at various ESM models and their throughput on an H100. Adding efficient
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/62f2bd3bdb7cbd214b658c48/Lu6nWB9Fc-7YTql3Z1hVB.png)
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  ### Citation
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- If you use any of this implementation or work please cite it (as well as the ESMC preprint). Bibtex for both coming soon.
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  ```
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  @misc {ESMPlusPlus,
 
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/62f2bd3bdb7cbd214b658c48/Lu6nWB9Fc-7YTql3Z1hVB.png)
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  ### Citation
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+ If you use any of this implementation or work please cite it (as well as the ESMC preprint).
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  ```
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  @misc {ESMPlusPlus,