Evo 2's Long Sequence Processing Capability
Evo 2 has excellent long sequence processing capabilities, handling DNA sequences of up to 1 million bases. This feature makes it particularly suitable for genome-scale prediction and analysis tasks.
To achieve this, Evo 2 uses an optimized deep learning architecture that processes very long sequences by loading and computing them in chunks. The project recommends using a large model with 40B parameters and a multi-GPU configuration to support long sequence processing.
In practical applications, this long sequence processing capability enables researchers to analyze complete genomic regions, study gene regulatory networks, and perform large-scale genomic comparisons and analyses.
This answer comes from the articleEvo2: An Open Source BioAI Tool to Support Genome Modeling and DesignThe
