Esm - 1b Open - source Protein Language Model - Empowering Protein - related Research Applications for Free Use

Esm 1b

Developed by facebook

ESM-1b is a large-scale protein language model based on the Transformer architecture, developed by Facebook AI Research (FAIR).

Downloads 342

Release Time : 3/2/2022

Model Overview

ESM-1b is a deep learning model for protein sequence modeling, capable of predicting protein structure and function.

Large-scale protein modeling

A large-scale Transformer architecture with 650M parameters, specifically designed for protein sequence modeling.

Structure prediction capability

Capable of predicting the three-dimensional structure and functional properties from protein sequences.

Transfer learning friendly

The pre-trained model can be fine-tuned for various downstream protein-related tasks.

Protein sequence representation learning

Protein structure prediction

Protein function prediction

Protein evolution analysis

Biomedical research

Protein design

Used to design new proteins with specific functions

Disease research

Analyze mutations and functional changes in pathogenic proteins

Drug discovery

Target identification

Identify potential drug target proteins

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