Fine-Tuning Biological Foundation Models with LoRA Using NVIDIA BioNeMo Recipes

Foundation models are reshaping computational biology. Pretrained on massive corpora of protein or genomic sequences, models such as ESM2 (a protein language…

Foundation models are reshaping computational biology. Pretrained on massive corpora of protein or genomic sequences, models such as ESM2 (a protein language model) and Evo 2 (a DNA language model) capture statistical regularities of biological sequences. These transfer well to a wide range of downstream tasks, including structure prediction, variant effect, and functional annotation.

Source

Leave a Reply

Your email address will not be published.

Previous post Uni researchers plan to build a low-carbon data center hivemind from 2,000 Pixel smartphones—with Google’s help, no less
Next post My new daily game is like Wordle but for minigolf