Democratizing protein language model training, sharing and collaboration

Jin Su, Zhikai Li, Tianli Tao, Chenchen Han, Yan He, Fengyuan Dai, Qingyan Yuan, Yuan Gao, Tong Si, Xuting Zhang, Yuyang Zhou, Junjie Shan, Xibin Zhou, Xing Chang, Shiyu Jiang, Dacheng Ma, Unknown, Anthony Gitter, Milot Mirdita, Kevin K. Yang, Pascal Notin, Debora S. Marks, Pranam Chatterjee, Rohit Singh, Philip A. Romero, Michael Heinzinger, Jianming Liu, Jia Zheng, Stan Z. Li, Anping Zeng, Huaizong Shen, Jijie Chai, Feng Ju, Noelia Ferruz, Anum Glasgow, Philip M. Kim, Christopher Snow, Vasilis Ntranos, Jianyi Yang, Liang Hong, Caixia Gao, Tong Si, Michael Bronstein, Xing Chang, Fajie Yuan, Jin Su, Zhikai Li, Tianli Tao, Chenchen Han, Yan He, Fengyuan Dai, Xuting Zhang, Yuyang Zhou, Junjie Shan, Xibin Zhou, Shiyu Jiang, Yuan Gao, Jiawei Zhang, Yuliang Fan, Yuyang Tao, Linqi Cheng, Xinzhe Zheng, Lei Chen, Rui Long, Lingjie Kong, Zhongji Pu, Jiaming Guan, Tianyuan Zhang, Cheng Li, Martin Steinegger, Sergey Ovchinnikov, Fajie Yuan

Open source

DOI: 10.1038/s41587-025-02859-7
Published: 2025-10-24
Container: Nature Biotechnology
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s41587-025-02859-7,
  title = {Democratizing protein language model training, sharing and collaboration},
  author = {Jin Su and Zhikai Li and Tianli Tao and Chenchen Han and Yan He and Fengyuan Dai and Qingyan Yuan and Yuan Gao and Tong Si and Xuting Zhang and Yuyang Zhou and Junjie Shan and Xibin Zhou and Xing Chang and Shiyu Jiang and Dacheng Ma and Unknown and Anthony Gitter and Milot Mirdita and Kevin K. Yang and Pascal Notin and Debora S. Marks and Pranam Chatterjee and Rohit Singh and Philip A. Romero and Michael Heinzinger and Jianming Liu and Jia Zheng and Stan Z. Li and Anping Zeng and Huaizong Shen and Jijie Chai and Feng Ju and Noelia Ferruz and Anum Glasgow and Philip M. Kim and Christopher Snow and Vasilis Ntranos and Jianyi Yang and Liang Hong and Caixia Gao and Tong Si and Michael Bronstein and Xing Chang and Fajie Yuan and Jin Su and Zhikai Li and Tianli Tao and Chenchen Han and Yan He and Fengyuan Dai and Xuting Zhang and Yuyang Zhou and Junjie Shan and Xibin Zhou and Shiyu Jiang and Yuan Gao and Jiawei Zhang and Yuliang Fan and Yuyang Tao and Linqi Cheng and Xinzhe Zheng and Lei Chen and Rui Long and Lingjie Kong and Zhongji Pu and Jiaming Guan and Tianyuan Zhang and Cheng Li and Martin Steinegger and Sergey Ovchinnikov and Fajie Yuan},
  year = {2025},
  journal = {Nature Biotechnology},
  doi = {10.1038/s41587-025-02859-7},
  url = {https://doi.org/10.1038/s41587-025-02859-7}
}

RIS

TY  - JOUR
TI  - Democratizing protein language model training, sharing and collaboration
AU  - Jin Su
AU  - Zhikai Li
AU  - Tianli Tao
AU  - Chenchen Han
AU  - Yan He
AU  - Fengyuan Dai
AU  - Qingyan Yuan
AU  - Yuan Gao
AU  - Tong Si
AU  - Xuting Zhang
AU  - Yuyang Zhou
AU  - Junjie Shan
AU  - Xibin Zhou
AU  - Xing Chang
AU  - Shiyu Jiang
AU  - Dacheng Ma
AU  - Unknown
AU  - Anthony Gitter
AU  - Milot Mirdita
AU  - Kevin K. Yang
AU  - Pascal Notin
AU  - Debora S. Marks
AU  - Pranam Chatterjee
AU  - Rohit Singh
AU  - Philip A. Romero
AU  - Michael Heinzinger
AU  - Jianming Liu
AU  - Jia Zheng
AU  - Stan Z. Li
AU  - Anping Zeng
AU  - Huaizong Shen
AU  - Jijie Chai
AU  - Feng Ju
AU  - Noelia Ferruz
AU  - Anum Glasgow
AU  - Philip M. Kim
AU  - Christopher Snow
AU  - Vasilis Ntranos
AU  - Jianyi Yang
AU  - Liang Hong
AU  - Caixia Gao
AU  - Tong Si
AU  - Michael Bronstein
AU  - Xing Chang
AU  - Fajie Yuan
AU  - Jin Su
AU  - Zhikai Li
AU  - Tianli Tao
AU  - Chenchen Han
AU  - Yan He
AU  - Fengyuan Dai
AU  - Xuting Zhang
AU  - Yuyang Zhou
AU  - Junjie Shan
AU  - Xibin Zhou
AU  - Shiyu Jiang
AU  - Yuan Gao
AU  - Jiawei Zhang
AU  - Yuliang Fan
AU  - Yuyang Tao
AU  - Linqi Cheng
AU  - Xinzhe Zheng
AU  - Lei Chen
AU  - Rui Long
AU  - Lingjie Kong
AU  - Zhongji Pu
AU  - Jiaming Guan
AU  - Tianyuan Zhang
AU  - Cheng Li
AU  - Martin Steinegger
AU  - Sergey Ovchinnikov
AU  - Fajie Yuan
PY  - 2025
JO  - Nature Biotechnology
DO  - 10.1038/s41587-025-02859-7
UR  - https://doi.org/10.1038/s41587-025-02859-7
ER  -

APA

Su, J., Li, Z., Tao, T., Han, C., He, Y., Dai, F., Yuan, Q., Gao, Y., Si, T., Zhang, X., Zhou, Y., Shan, J., Zhou, X., Chang, X., Jiang, S., Ma, D., Unknown, Gitter, A., Mirdita, M., Yang, K. K., Notin, P., Marks, D. S., Chatterjee, P., Singh, R., Romero, P. A., Heinzinger, M., Liu, J., Zheng, J., Li, S. Z., Zeng, A., Shen, H., Chai, J., Ju, F., Ferruz, N., Glasgow, A., Kim, P. M., Snow, C., Ntranos, V., Yang, J., Hong, L., Gao, C., Si, T., Bronstein, M., Chang, X., Yuan, F., Su, J., Li, Z., Tao, T., Han, C., He, Y., Dai, F., Zhang, X., Zhou, Y., Shan, J., Zhou, X., Jiang, S., Gao, Y., Zhang, J., Fan, Y., Tao, Y., Cheng, L., Zheng, X., Chen, L., Long, R., Kong, L., Pu, Z., Guan, J., Zhang, T., Li, C., Steinegger, M., Ovchinnikov, S., & Yuan, F. (2025). Democratizing protein language model training, sharing and collaboration. Nature Biotechnology. https://doi.org/10.1038/s41587-025-02859-7

Source records

crossref · retrieved 2026-09-25T15:19:33.943Z