Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence, structure, and function) and ESM C…
ESM: Evolutionary Scale Modeling Overview ESM provides state-of-the-art protein language models for understanding, generating, and designing proteins. This skill enables working with two model families: ESM3 for generative protein design across sequence, structure, and function, and ESM C for efficient protein representation learning and embeddings. Core Capabilities 1. Protein Sequence Generation with ESM3 Generate novel protein sequences with desired properties using multimodal generative modeling. When to use: Designing proteins with specific functional properties Completing partial protein sequences Generating variants of existing proteins Creating proteins with desired structural characteristics Basic usage:
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