Bio Mega Server

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GPU backend: Boltz-2 submits through the Slurm/Singularity runner adapter. Other tools stay visible until their adapters are configured.

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Structure Prediction

AlphaFlow

PaperCodeNeed >5GB

AlphaFold fine tuned with a flow matching objective

Details Paper Code

Job Name

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EXAMPLES

Task *Sequence *ModelConformations *MSA FileNumber of Batches

Readiness

Readiness: Need >5GB
Smoke: passed
Artifacts: passed
Production: not_started
Storage: >5
Strategy: large shared SIF/database/model bundle phase
Next: Defer to large-model/database phase or allow larger shared storage bundle.

large model weights, structure DBs, docking/MD assets, or GPU stack likely >5GB

Boltz-2 (new)

AlphaFold3 reproduction, predict protein/nucleic acid/small molecule complexes

Structure Prediction

AlphaFold

Accurate and quick protein structure prediction for multimers and monomers

Structure Prediction

Chai-1

AlphaFold3 reproduction, predict protein/nucleic acid/small molecule complexes

Structure Prediction

ESMFold2

Predicts protein, DNA, RNA, and ligand complexes

Structure Prediction

Protenix-v2

Predict protein/nucleic acid/small molecule complexes. Outperforms AlphaFold3 with major gains on antibody-antigen interfaces.

Structure Prediction