Evo 2 is a state of the art DNA language model for long context modeling and design. Evo 2 models DNA sequences at single-nucleotide resolution at up to 1 million base pair context length using the StripedHyena 2 architecture. Evo 2 was pretrained using Savanna. Evo 2 was trained autoregressively on OpenGenome2, a dataset containing 8.8 ...

Evo 2 is a genomic foundation model capable of generalist prediction and design tasks across DNA, RNA, and proteins. It uses a frontier deep learning architecture to enable modeling of biological sequences at single-nucleotide resolution with near-linear scaling of compute and memory relative to context length.

Evo is a genomic foundation model capable of generalist prediction and design tasks across DNA, RNA, and proteins. It uses a frontier deep learning architecture to enable modeling of biological sequences at single-nucleotide resolution, with a long context window of up to 1 million tokens.

Feb 19, 2025 · Evo 2 is a biological foundation model that is able to integrate information over long genomic sequences while retaining sensitivity to single-nucleotide change. At 40 billion parameters, the model understands the genetic code for all domains of life and is the largest AI model for biology to date.

Feb 19, 2025 · Building on its predecessor Evo 1, which was trained entirely on single-cell genomes, Evo 2 is the largest artificial intelligence model in biology to date, trained on over 9.3 trillion nucleotides—the building blocks that make up DNA or RNA—from over 128,000 whole genomes as well as metagenomic data. In addition to an expanded collection ...

Feb 21, 2025 · We introduce Evo 2, a biological foundation model trained on 9.3 trillion DNA base pairs from a highly curated genomic atlas spanning all domains of life. We train Evo 2 with 7B and 40B parameters to have an unprecedented 1 million token …

Feb 19, 2025 · Evo 2, a powerful new AI model built using NVIDIA DGX Cloud on Amazon Web Services (AWS), provides insights into DNA, RNA and proteins across diverse species. Scientists everywhere can now access Evo 2, a powerful new foundation model that understands the genetic code for all domains of life.

Feb 19, 2025 · Evo 2, co-developed by researchers at the Arc Institute and Stanford University, both in Palo Alto, California, and chip maker NVIDIA, is available to scientists through web interfaces or by...

Feb 19, 2025 · Evo 2 is a biological foundation model that can interpret and generate DNA sequences across various biological scales: from individual molecules to entire genomes while retaining sensitivity to single-nucleotide changes, enabling zero-shot predictions and complex biological system designs.

Trained on a dataset that includes all known living species – and a few extinct ones – Evo 2 can predict the form and function of proteins in the DNA of all domains of life and run experiments in a fraction of the time it would take a traditional lab.