Pipelines & Workflow Elements

Darwin Esm Cambrian

Next-generation ESM model with improved long-context understanding and structural reasoning.

RunnableWorkflowfacebookresearch/esm | 4,140 stars

Catalog entry

About this entry

Next-generation ESM model with improved long-context understanding and structural reasoning. Steps: Step 1: Protein Sequence Tokenization; Step 2: ESM Transformer Inference; Step 3: Output Aggregation & Export. Verticals: structural_biology, proteomics.

CategoryPipelines & Workflow Elements
StatusRunnable
InputFlexible research data
OutputResults ready for review

Use in DarwinOmics

How to use it

Use this workflow element when the submitted analysis needs a multi-step execution path, imported workflow, Darwinomics wrapper, or workflow-scale comparison rather than a single module.