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Corollary
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  2. Antibody & Biologics
  3. MAMMAL solubility

Antibody & Biologics · IBM Research

MAMMAL solubility

Binary protein-solubility classification from amino-acid sequence.

Commercial use permittedThe Apache-2.0 licence allows use in commercial research and products.Apache-2.0
Availability
On demand
Typical latency
6.0s
Credits per run
~112
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.

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MAMMAL solubility

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

Needs protein sequence

About this model

Uses IBM Research's MAMMAL protein_solubility fine-tune to predict a protein's solubility class from its amino-acid sequence. The output is a binary classification for the checkpoint's solubility benchmark.

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

  • solubilitytable

    Binary solubility classification from the MAMMAL protein_solubility checkpoint.

Specification

Hardware
1× A100 40GB
GPU memory
24 GB
Version
1.0
Licence
Apache-2.0
Backend
On demandOn-demand GPU
MCP server
mcp-antibody-server

Tasks

protein solubilitydevelopability

Source

  • Model card
  • Repository
developabilitysolubilityclassificationfilter