Evo 2 - Microviridae

Evo 2 is a state of the art DNA language model for long context modeling and design. Evo 2 models DNA sequences at single-nucleotide resolution at up to 1 million base pair context length using the StripedHyena 2 architecture, using Savanna. Evo 2 was trained autoregressively on OpenGenome2, a dataset containing 8.8 trillion tokens from all domains of life.

Evo 2 7B Microviridae is a fine-tuned version of Evo 2 7B base trained on Microviridae genomes.

Usage

For usage instructions, please refer to the Evo 2 GitHub repository.

Model Details

This model was fine-tuned from the Evo 2 7B base model on a curated dataset of Microviridae genomes.

  • Base Model: Evo 2 7B base
  • Context Length: 10,240 tokens
  • Checkpoint: 12,000 iterations
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