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@@ -38,7 +38,7 @@ To RC the hidden states, one can use: `hidden_states.flip(dim=(-2, -1))` which w
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  This model was pre-trained on the human reference genome with sequence length 131,072 for 50k steps (each step contained ~1M base pairs / tokens).
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- For more details, please see our paper: TODO: add paper link.
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  ## Citation
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@@ -46,7 +46,12 @@ Please cite our work using the bibtex below:
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  **BibTeX:**
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  ```
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- TODO: Add bibtex for citation
 
 
 
 
 
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  ```
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  ## Model Card Contact
 
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  This model was pre-trained on the human reference genome with sequence length 131,072 for 50k steps (each step contained ~1M base pairs / tokens).
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+ For more details, please see our paper: [Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence Modeling](https://arxiv.org/abs/2403.03234).
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  ## Citation
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  **BibTeX:**
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  ```
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+ @article{schiff2024caduceus,
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+ title={Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence Modeling},
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+ author={Schiff, Yair and Kao, Chia-Hsiang and Gokaslan, Aaron and Dao, Tri and Gu, Albert and Kuleshov, Volodymyr},
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+ journal={arXiv preprint arXiv:2403.03234},
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+ year={2024}
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+ }
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  ```
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  ## Model Card Contact