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ESM (CPU)

Embed protein sequences on CPU.

Results

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Inputs

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Method & evidence

Generate mean embeddings with ESMC 300M or 600M on the CPU.

Scope & limitations

  • The public CPU lane intentionally excludes ESMC-6B, ESM3 generation, and ESMFold2.

Interpreting results

  • Embedding coordinates are model features, not calibrated biochemical measurements.
  • Compare vectors only when checkpoint and pooling are identical.

References

Input requirements & outputs

Input checks

  • Canonical amino acids plus X
  • At most 8 rows and 4,096 total residues
  • At most 2,046 residues per sequence

Expected results

  • Annotated sequence Dataset — Embedding vectors, dimensions, and model details for each source row.
  • Downloadable results — Complete embeddings and model settings.
API & integrations
Ubi Biologics