Arc institute introduced Evo, a long context 7B foundation model for biology
Evo has SOTA *zero-shot* prediction across DNA, RNA, and protein modalities
Evo can generate DNA, RNA+proteins & make CRISPR-Cas systems for first time.
Evo uses StripedHyena, a recent deep signal processing model with hyena + attn layers
- 131k context, single nucleotide, byte level tokens
- generates DNA @ 650k tokens long, 2500x longer than before
paper here.
code here.
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