InstaDeepAI/nucleotide-transformer-v2-250m-multi-species

https://huggingface.co/InstaDeepAI/nucleotide-transformer-v2-250m-multi-species
Idleby InstaDeepAI3.2K4updated 10 months ago
Python

The Nucleotide Transformers are a collection of foundational language models that were pre-trained on DNA sequences from whole-genomes. Compared to other approaches, our models do not only integrate information from single reference genomes, but leverage DNA sequences from over 3,200 diverse human…

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## Model Overview AgroNT is a DNA language model trained on primarily edible plant genomes. More specifically, AgroNT uses the transformer architecture with self-attention and a masked language modeling objective to leverage highly available genotype data from 48 different plant speices to learn…

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