Enabling scientists to understand, imagine, and create proteins.
Creating proteins beyond nature.
Fluorescent Proteins are beautiful in their complexity. They are responsible for vibrant colors in jellyfish and corals, and have become a powerful tool in biology. With ESM3 we were able to to design esmGFP, a novel version of the Green Fluorescent Protein.
Generated by ESM3 with chain-of-thought prompting, esmGFP is a vast evolutionary departure from natural fluorescent proteins. It would have taken nature 500 million years to evolve this protein.
ESM3 simultaneously reasons over the fundamental properties of a protein: sequence, structure, and function.
Users input a mix of sequence, structure, or function data simultaneously, prompting ESM3 to explore a vast space of possibilities.
A model trained across all of evolution.
of computing power.
Start working with ESM3
ESM3 is a family of models in three sizes: small, medium, and large, available through our API and our partner’s platforms. ESM3-open is a small but competent and safe model with weights and source code available on GitHub under a non-commercial license. All our models are built and deployed adhering to our responsible development framework.
Creating tools for the scientific frontier.
We develop artificial intelligence that deepens science’s understanding of biology to benefit human health and society. We do this through open, safe, and responsible research and scientific community partnerships.
We are committed to scientific rigor and the scientific imagination, responsible AI development and advancing the frontiers of scientific discovery.
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