Democratizing protein language model training, sharing and collaboration.
Publication
, Journal Article
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; OPMC ...
Published in: Nat Biotechnol
October 24, 2025
Training and deploying large-scale protein language models typically requires deep machine learning expertise-a barrier for researchers outside this field. SaprotHub overcomes this challenge by offering an intuitive platform that facilitates training and prediction as well as storage and sharing of models. Here we provide the ColabSaprot framework built on Google Colab, which potentially powers hundreds of protein training and prediction applications, enabling researchers to collaboratively build and share customized models.
Duke Scholars
Published In
Nat Biotechnol
DOI
EISSN
1546-1696
Publication Date
October 24, 2025
Location
United States
Citation
APA
Chicago
ICMJE
MLA
NLM
Su, J., Li, Z., Tao, T., Han, C., He, Y., Dai, F., … Yuan, F. (2025). Democratizing protein language model training, sharing and collaboration. Nat Biotechnol. https://doi.org/10.1038/s41587-025-02859-7
Su, Jin, Zhikai Li, Tianli Tao, Chenchen Han, Yan He, Fengyuan Dai, Qingyan Yuan, et al. “Democratizing protein language model training, sharing and collaboration.” Nat Biotechnol, October 24, 2025. https://doi.org/10.1038/s41587-025-02859-7.
Su J, Li Z, Tao T, Han C, He Y, Dai F, et al. Democratizing protein language model training, sharing and collaboration. Nat Biotechnol. 2025 Oct 24;
Su, Jin, et al. “Democratizing protein language model training, sharing and collaboration.” Nat Biotechnol, Oct. 2025. Pubmed, doi:10.1038/s41587-025-02859-7.
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, OPMC, Steinegger M, Ovchinnikov S, Yuan F. Democratizing protein language model training, sharing and collaboration. Nat Biotechnol. 2025 Oct 24;
Published In
Nat Biotechnol
DOI
EISSN
1546-1696
Publication Date
October 24, 2025
Location
United States