Lightlines
By k-dense-ai

esm

k-dense-ai1.7k installs

Protein designs, embeddings, and structures with checked outputs.

What it does

Generate protein candidates, extract sequence embeddings, and predict all-atom structures using the Biohub esm SDK.

When to use it

Use for protein generation, sequence representation extraction, or all-atom prediction with Biohub's esm SDK.

How to use it

Give it protein inputs and a generation, embedding, or folding request; it implements inference and saves validated results with settings and identifiers.

What you provide

  • sequences or molecular structures

Uses

Good to know

  • advertises something the task does not need

Latest review

What you need · 5

Requires Python 3.12 or newer.

Requires esm 3.4.1.post1 in an isolated environment separate from fair-esm and incompatible Torch or Transformers installations.


Access · 4

This skill

Biohub

Write

Sends protein inputs to Biohub

Biohub model cards

Read

Reviews selected model access terms