😖 Evo 2: The AI Model That Understands Life
Nvidia has unveiled Evo 2, a revolutionary open-source AI model for decoding the "instruction manual of life."
The new model can analyze the structure of DNA, RNA, and proteins. It could help scientists predict the impact of mutations on organisms, identify genes important for survival, and design genomes.
Evo2 can predict genes associated with cancer risks or trace evolutionary relationships between species, among other things.
The dataset included information on 128,000 genomes of various organisms—from bacteria and archaea to animals and fungi. The total volume of the dataset is equivalent to stacking 3 million copies of War and Peace.
Evo 2 was trained using Nvidia's cloud platform on a 2048 Nvidia H100 GPUs cluster. The model was developed by genetic scientists at Stanford and Arc Institute. OpenAI co-founder and president Greg Brockman also participated in the project.
"Deploying a model like Evo 2 is like sending a powerful new telescope out to the farthest reaches of the universe. We know there's immense opportunity for exploration, but we don't yet know what we're going to discover,"—said Dave Burke, Arc's chief technology officer.
🔬 Where else might Evo 2 be useful?
⚪️ One human gene contains thousands of nucleotides (building blocks of DNA). Evo 2 can process long sequences of genetic information in a short time. This will help understand the connections between genes and cells, including the ability to predict dangerous mutations in genes and develop targeted treatments for complex diseases.
⚪️ The new AI tool could be useful in agriculture to create more climate-resilient crops and protect vulnerable ecosystems.
⚪️ The model's ability to identify new molecules and create new materials will be useful in various industries, such as the development of biodegradable materials.
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🧬 The Largest AI Model for Protein Design
