Evo: DNA foundation modeling from molecular to genome scale

Evo is a DNA foundation model that can predict and generate DNA sequences at the whole-genome scale with single-nucleotide resolution. It has been trained on a large corpus of prokaryotic and phage genomic sequences and outperforms other nucleotide models in terms of protein function prediction. Evo has the potential to accelerate discovery and understanding in various scientific fields and be applied to real-world problems like drug discovery and agriculture.