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@@ -57,4 +57,17 @@ loader.load_normalizer()
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  device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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  model = model.to(device)
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  model.eval()
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ```
 
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  device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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  model = model.to(device)
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  model.eval()
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+ ```
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+
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+ ## Citation
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+
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+ If you use Suiren models, please cite the relevant papers for the underlying models.
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+
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+ ```
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+ @article{an2026suiren,
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+ title={Suiren-1.0 Technical Report: A Family of Molecular Foundation Models},
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+ author={An, Junyi and Lu, Xinyu and Shi, Yun-Fei and Xu, Li-Cheng and Zhang, Nannan and Qu, Chao and Qi, Yuan and Cao, Fenglei},
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+ journal={arXiv preprint arXiv:2603.21942},
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+ year={2026}
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+ }
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  ```