
Decoding DNA with AI
A Genomic Foundation Model for Long-Context DNA Analysis
GENERator is a groundbreaking long-context generative foundation model that leverages large language model capabilities to interpret complex genomic sequences beyond the limitations of existing models.
- Processes long DNA contexts (up to 100k tokens) to capture complex biological relationships
- Achieves state-of-the-art performance on genomic benchmark tasks including protein-coding region prediction
- Demonstrates ability to interpret genetic variations associated with diseases and phenotypes
- Employs an innovative hierarchical tokenization approach to handle genomic data efficiently
This research represents a significant advancement in computational genomics, potentially accelerating medical discoveries by improving our ability to analyze and interpret the human genome at scale.
GENERator: A Long-Context Generative Genomic Foundation Model