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Large language models generate functional protein sequences across diverse families

By Ali Madani, Ben Krause, Eric R. Greene, Subu Subramanian, Benjamin P. Mohr, James Holton1, Jose Luis Olmos, Caiming Xiong, Zachary Z. Sun, Richard Socher, James Fraser2, Nikhil Naik

1. University of California San Francisco 2. University of California-San Francisco

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Category

BioXFEL Publications

Published on

Type

journal-article

Author

Ali Madani and Ben Krause and Eric R. Greene and Subu Subramanian and Benjamin P. Mohr and James M. Holton and Jose Luis Olmos and Caiming Xiong and Zachary Z. Sun and Richard Socher and James S. Fraser and Nikhil Naik

Citation

Madani, A., Krause, B., Greene, E. R., Subramanian, S., Mohr, B. P., Holton, J. M., Olmos, J. L., Xiong, C., Sun, Z. Z., Socher, R., Fraser, J. S., & Naik, N. (2023). Large language models generate functional protein sequences across diverse families. Nature Biotechnology. https://doi.org/10.1038/s41587-022-01618-2

DOI

http://dx.doi.org/10.1038/s41587-022-01618-2