We need your help in implementing ESM3
https://github.com/evolutionaryscale/esm
ESM3 is a frontier generative model for biology, able to jointly reason across three fundamental biological properties of proteins: sequence, structure, and function. These three data modalities are represented as tracks of discrete tokens at the input and output of ESM3. You can present the model with a combination of partial inputs across the tracks, and ESM3 will provide output predictions for all the tracks.
ESM3 is a generative masked language model. You can prompt it with partial sequence, structure, and function keywords, and iteratively sample masked positions until all positions are unmasked. This iterative sampling is what the .generate() function does.
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This is a Virtual Opportunity with no fixed address.
July 11, 2024
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