Evo 2
Evo 2 is a cutting-edge genomic foundation model that excels in predicting and designing tasks across DNA, RNA, and proteins. Utilizing an advanced deep learning architec... Evo 2 is a cutting-edge genomic foundation model that excels in predicting and designing tasks across DNA, RNA, and proteins. Utilizing an advanced deep learning architecture, it achieves single-nucleotide resolution and efficiently scales compute and memory. With 40 billion parameters and trained on over 9 trillion nucleotides, Evo 2 enables zero-shot function prediction and novel genomic sequence generation, demonstrating capabilities in designing CRISPR systems and predicting mutations in human genes.
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Company Information
- Company: Arc Institute
- Country: United States
Top Evo 2 Features
- Single-nucleotide resolution modeling
- Generalist prediction capabilities
- Multifunctional design tasks
- Zero-shot function prediction
- Novel sequence generation
- Diverse genomic training data
- CRISPR system design
- Disease mutation prediction
- Near-linear scaling efficiency
- Integration with NVIDIA BioNeMo
- Eukaryotic and prokaryotic focus
- 40 billion parameters
- 1 megabase context length
- Extensive genomic diversity
- User-friendly GitHub access
- Mechanistic interpretability visualizer
- Frontier deep learning architecture
- High computational efficiency
- Biological sequence analysis
- Advanced genomic architecture insights
