Decoding DNA with AI

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

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