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  2. Multi-Modal Foundation
  3. ESM3

Multi-Modal Foundation · EvolutionaryScale

ESM3

Sequence, structure and function unified in one generative transformer.

Verify the licence before commercial useThe EvolutionaryScale License licence carries terms worth reading before you depend on it.EvolutionaryScale License
Availability
On demand
Typical latency
20s
Cost per run
$0.30
Compute tier
B · Standard

30s–5min

Not runnable here yet

We index this model but cannot run it: no pipeline_tag — needs a human.

Everything below is still accurate — the licence, the card and the provenance. Running it needs a loader for this repository, not a bigger machine.

About this model

ESM3 reasons over all three protein modalities simultaneously and can generate any of them conditioned on the others. Prompt it with a function and a partial structure, and it fills in a sequence — a genuinely different interaction model from the fold-then-design pipeline.

Standardized I/O contract

Every model in the Hub speaks the same contract, which is what lets the Router and the agent call any of them without special-casing.

Inputs

  • sequencesequence

    Protein sequence

  • function_prompttext

    Function prompt

Outputs

  • pdbstructure

    All-atom coordinates in PDB format, viewable and downloadable.

  • sequencesequence

    Completed protein sequence.

Specification

Hardware
1× A100 40GB
GPU memory
24 GB
Version
3.0
Licence
EvolutionaryScale License
Backend
On demandOn-demand GPU
MCP server
mcp-sandbox-server

Tasks

generationstructure predictionfunction prediction

Source

  • Model card
multimodalgenerativeprotein