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 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.

2025年2月19日 · 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.

2025年2月19日 · 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.

2025年2月19日 · In addition to identifying disease-causing mutations in human genes, Evo 2 can design new genomes that are as long as the genomes of simple bacteria. Similar in scale to the most powerful generative AI large language models, Evo 2 …

2025年2月19日 · 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.

Think of it as the world’s largest eavesdropper on the symphony of life: Evo 2, an AI model trained on DNA from more than 100,000 species, can not only spot troublemaking mutations lurking in the human genome but also compose brand-new genetic sequences from scratch—heralding a future where biology bows to code.

2025年2月21日 · 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 context window with single-nucleotide resolution.

2025年2月19日 · Evo 2’s expanded training data and refined architecture empower it to excel across various biological applications. Its multimodal design integrates DNA, RNA, and protein data, enabling zero-shot performance on tasks like …