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 …

The OpenGenome2 dataset used for pretraining Evo2 is available on HuggingFace . Data is available either as raw fastas or as JSONL files which include preprocessing and data augmentation.

Feb 21, 2025 · All of life encodes information with DNA. While tools for sequencing, synthesis, and editing of genomic code have transformed biological research, intelligently composing new biological …

Feb 25, 2025 · ゼロからゲノムを生成できる、9.3兆個塩基対のDNA配列データを学習した40Bパラメータを持つ大規模言語モデル（LLM）を提案した論文「Genome modeling and design across all …

Jun 15, 2025 · Evo2はゲノム全体を扱えるため、複数の遺伝子や調節領域が相互作用して生じるシステムレベルの現象までモデル内で再現できます。 分子からゲノム・細胞レベルまでシームレスにカ …

Sep 8, 2025 · マルチオミクス解析へのAI応用の紹介第2弾で、今年の2月に発表の世界最大規模のゲノム解析用の大規模言語モデル（LLM）のEvo2を紹介。 米国のArc Instituteとスタンフォード大学が …

Jun 3, 2025 · An in-depth look at Evo 2, Arc Institute’s DNA foundation model—its architecture, capabilities, and implications for genomics.

Feb 19, 2025 · Scientists today released what they say is the biggest-ever artificial-intelligence (AI) model for biology. The model — which was trained on 128,000 genomes spanning the tree of life, …

Feb 19, 2025 · Trained on a dataset that includes all known living species—and a few extinct ones, Evo2 can predict the form and function of proteins in the DNA of all domains of life, identify …

Feb 19, 2025 · Evo 2, the largest AI model in biology to date, can accurately predict the effects of all types of genetic mutations