Generation method

Run large ESM models on H100

Use ESMC-6B or ESM3 embeddings, masked ESM3 generation, or ESMFold2 structure prediction on the approved H100 worker.

Method details

Input checks

  • Large embeddings: at most 8 rows and 4,096 total residues
  • Generation: at least one underscore mask and at most 512 positions
  • Folding: one to four chains and at most 512 total residues

Expected results

  • Embedding Dataset — Row-preserving vectors and checksum evidence.
  • Generated sequence Dataset — Masked prompt, generated sequence, and exact digests.
  • Structure Artifact — mmCIF coordinates with confidence and model evidence.
Example result
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Ubi Biologics