Lab

MAGICS Lab

Part of Northwestern University

A machine learning lab at Northwestern building foundation models and generative AI, including genome language models for multi-species DNA.

Website
2 models

Models (2)

DNABERT-S

MAGICS Lab

Released February 13, 2024

5324.1K130

DNA embedding model built on DNABERT-2, using contrastive learning to cluster sequences by species for metagenomic binning without labeled data.

DNA & Gene

DNABERT-2

MAGICS Lab

Released June 26, 2023

456170.4K507

Multi-species genomic foundation model swapping k-mer tokenization for byte pair encoding, matching Nucleotide Transformer with 21x fewer parameters.

DNA & Gene