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SettingsResearch demo · not for clinical or commercial use
Corollary
  1. Catalog
  2. Protein Design
  3. ProGen2

Protein Design · Salesforce Research

ProGen2

Autoregressive protein generation up to 6.4B parameters, with an antibody variant.

Commercial use permittedThe BSD-3-Clause licence allows use in commercial research and products.BSD-3-Clause
Availability
On demand
Typical latency
20s
Credits per run
~168
Compute tier
B · Standard

30s–5min

Runs on On-demand GPU

Runs on our servers with on-demand compute. A first run needs time to load the model; active capacity can be reused and scales down when idle.

Run this model

ProGen2

Optional prefix to condition generation on.

up to 292 credits · ~20s typical

About this model

ProGen2 generates plausible protein sequences conditioned on family or function tags. The ProGen2-OAS checkpoint, trained on 554 million antibody sequences from the Observed Antibody Space, is the one to use for immunoglobulin work.

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

  • promptsequence

    Sequence prefix

  • num_samplesnumber

    Samples

Outputs

  • sequencestable

    Sampled sequences with log-likelihood.

Specification

Hardware
1× A100 40GB
GPU memory
24 GB
Version
2.0
Licence
BSD-3-Clause
Backend
On demandOn-demand GPU
MCP server
mcp-protein-server

Tasks

sequence generation

Source

  • Model card
generationprotein-lmantibody