Update README.md

README.md

@@ -95,21 +95,32 @@ sequence = "EVQLVESGGGLVQPGGSLRLSCAASGFTFSSYAMS...-DIQMTQSPSSLSASVGDRVTITCRASQSI
 - **Format:** PyTorch tensor
 
 
-# Citation
-```bibtex
-@article {Talaei2025.10.31.685149,
-	author = {Talaei, Mahtab and Walker, Kenji C. and Hao, Boran and Jolley, Eliot and Jin, Yeping and Kozakov, Dima and Misasi, John and Vajda, Sandor and Paschalidis, Ioannis Ch. and Joseph-McCarthy, Diane},
-	title = {CDR-aware masked language models for paired antibodies enable state-of-the-art binding prediction},
-	year = {2025},
-	doi = {10.1101/2025.10.31.685149},
-	eprint = {https://www.biorxiv.org/content/early/2025/10/31/2025.10.31.685149.full.pdf},
-	journal = {bioRxiv}
-}
-```
+## Model Card Authors
+
+Mahtab Talaei
 
 ## Contact
 
 - **Maintainer:** Mahtab Talaei
 - **Email:** mtalaei@bu.edu
-- **GitHub:** https://github.com/Mah-Tala/AbCDR-ESM
+- **GitHub:** [https://github.com/Mah-Tala/AbCDR-ESM](https://github.com/Mah-Tala/AbCDR-ESM)
+- **Paper:** [bioRxiv preprint](https://www.biorxiv.org/content/10.1101/2025.10.31.685149v1)
+
+## License
+
+This model is released under the MIT License.
+
+## Acknowledgments
+
+- Base model: ESM2 by Meta AI
+- Data: OAS database
+
+---
+
+**Note:** For private repositories, you'll need to authenticate:
+```bash
+# Option 1: CLI login
+huggingface-cli login
 
+# Option 2: Environment variable
+export HF_TOKEN="your_token_here"