What problem does it solve?
This Skill provides a comprehensive toolkit for working with protein language models, enabling advanced protein design, sequence generation, structure prediction, and embedding extraction.
Core Features & Use Cases
- Protein Sequence Generation: Design novel protein sequences with desired properties using ESM3.
- Structure Prediction & Inverse Folding: Predict 3D protein structures or design sequences from given structures.
- Protein Embeddings: Generate high-quality embeddings for downstream machine learning tasks using ESM C.
- Use Case: A researcher needs to design a new enzyme with enhanced catalytic activity. They can use ESM3 to generate candidate sequences, predict their structures, and then use ESM C embeddings to assess potential functional properties before experimental validation.
Quick Start
Use the esm skill to generate a protein sequence based on a masked input sequence.