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@@ -75,6 +75,7 @@ We look at various ESM models and their throughput on an H100. FastESM is over t
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/62f2bd3bdb7cbd214b658c48/PvaBGfuJXEW2v_WLkt63y.png)
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  ### Citation
 
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  ```
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  @misc {FastESM2,
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  author = { Hallee, L. and Bichara, D. and Gleghorn, J, P. },
 
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/62f2bd3bdb7cbd214b658c48/PvaBGfuJXEW2v_WLkt63y.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 [ESM2](https://www.science.org/doi/10.1126/science.ade2574) paper).
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  ```
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  @misc {FastESM2,
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  author = { Hallee, L. and Bichara, D. and Gleghorn, J, P. },