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Producing new genetic sequences using trained generative models.
Distinct from Sequence Generation: Specializes general Sequence Generation to the production of synthetic DNA.
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evo2 is a genomic large language model and foundation model designed to predict, generate, and analyze genetic information across different species. It functions as a nucleotide sequence modeler and a DNA sequence generator, using transformer-based sequence modeling to process genomic data. The system provides capabilities for synthetic DNA generation, creating new genetic sequences based on biological prompts or species-specific tags. It also performs nucleotide likelihood prediction to score genomic variants and analyze biological properties within DNA sequences. The model supports genomic
Produces new genetic sequences based on prompts or species tags to complete missing sequence information.