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README.md

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-license: apache-2.0
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+---
+license: apache-2.0
+---
+
+## About
+
+RhoFold+ is a deep learning model for accurately predicting RNA 3D structures from input sequences.
+It uses evolutionary information from MSA as well as embeddings from our pre-trained large RNA language model, RNA-FM.
+The work has been published in Nature Methods (<a href='https://www.nature.com/articles/s41592-024-02487-0'>full text available</a>).
+This huggingface repository contains the pre-trained models to reproduce the results and apply RhoFold+ for new RNA sequences.
+
+The full codes are available at GitHub: 
+- Official repository: https://github.com/ml4bio/RhoFold
+- Official protocol: https://github.com/WangJiuming/rhofold_protocol
+
+## Citation
+
+If you use the model in your research, please cite our paper with the following.
+
+```
+@article{shen2024accurate,
+  title={Accurate RNA 3D structure prediction using a language model-based deep learning approach},
+  author={Shen, Tao and Hu, Zhihang and Sun, Siqi and Liu, Di and Wong, Felix and Wang, Jiuming and Chen, Jiayang and Wang, Yixuan and Hong, Liang and Xiao, Jin and others},
+  journal={Nature Methods},
+  pages={1--12},
+  year={2024},
+  publisher={Nature Publishing Group US New York}
+}
+```
+