Corollary

Research

  • Papers

Library

  • Catalog

Account

  • Jobs
  • Billing
SettingsResearch demo · not for clinical or commercial use
Corollary
  1. Catalog
  2. Protein Structure
  3. ESM2-650M

Protein Structure · Meta FAIR

ESM2-650M

The throughput workhorse of the ESM2 family — good embeddings, tiny footprint.

Commercial use permittedThe MIT licence allows use in commercial research and products.MIT
Availability
Ready
Typical latency
320ms
Credits per run
~2
Compute tier
S · Micro

< 1s

Runs on Managed endpoint · feature-extraction

Runs on managed compute. Availability and startup time depend on current capacity.

Run this model

ESM2-650M

Single-letter amino acid code. Whitespace and FASTA headers are stripped automatically.

Needs protein sequence

About this model

650M parameters hits the practical sweet spot for large-scale screening: close to 3B quality on most functional tasks at a fraction of the memory and latency. This is the default embedder for batch jobs inside Corollary.

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 · required

    Protein sequence

Outputs

  • embeddingvector

    1,280-dimensional mean-pooled sequence representation.

Specification

Hardware
CPU only
GPU memory
8 GB
Version
2.0.0
Licence
MIT
Backend
ReadyManaged endpoint · feature-extraction
MCP server
mcp-protein-server

Tasks

sequence embedding

Source

  • Model card
embeddingprotein-lmhigh-throughput