---
title: ESM2-35M-Protein-Biological-Process
description: "An Evolutionary-scale Model (ESM) for protein function prediction from amino acid sequences using the Gene Ontology (GO). Based on the ESM2 Transformer architecture, pre-trained on UniRef50, and fine-tuned on the AmiGO dataset, this model predicts the GO subgraph for a particular protein sequence - giving you insight into the molecular function, biological process, and location of the activity…"
tags:
- esm
- gene-ontology
- protein
- proteomics
- sequence
- tensorboard
- text-classification
source_url: https://huggingface.co/andrewdalpino/ESM2-35M-Protein-Biological-Process
---

# ESM2-35M-Protein-Biological-Process

> **Mirrored metadata.** This card is reproduced on Atlas for discovery. The artifact itself is not hosted here — follow the source link for the files, and refer to the upstream licence for terms of use.

An Evolutionary-scale Model (ESM) for protein function prediction from amino acid sequences using the Gene Ontology (GO). Based on the ESM2 Transformer architecture, pre-trained on UniRef50, and fine-tuned on the AmiGO dataset, this model predicts the GO subgraph for a particular protein sequence - giving you insight into the molecular function, biological process, and location of the activity…

Upstream identifier: `andrewdalpino/ESM2-35M-Protein-Biological-Process`.

**Source:** https://huggingface.co/andrewdalpino/ESM2-35M-Protein-Biological-Process

_This model is part of the Atlas demo catalogue. See the repository history for provenance._