Evolutionary Scale Modeling (ESM)
Protein embeddings.
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- Computational Biology
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- 2026-10-10
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ESM Cambrian (ESM C) github.com
Protein representation foundation-model family designed as an efficient next-generation successor to ESM2, spanning 300M to multi-billion-parameter models.
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ESM3 github.com
Multimodal protein language model that jointly reasons over sequence, structure, and function for generative protein design and engineering.
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SATURN github.com
Transformer-based model integrating gene expression and protein sequences via a protein language model to learn unified multi-species cell embeddings.
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Embeddings github.com
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Evo 2 github.com
Genome foundation model trained on 9 trillion DNA base pairs across all domains of life with a 1M-token context window and single-nucleotide resolution.
Computational Biology › Machine Learning Tasks and Models > Foundation Models > Protein Foundation Models: “Protein embeddings.”