BGI-HangzhouAI

Genos, as a foundational model in the field of human genomics, trained on hundreds of high-quality genome reference data, has achieved the ability to contextually model human genome sequences up to millions of base pairs. Through single-base resolution learning, this model possesses the capability to identify hidden deep sequence patterns and functional features within genomes, providing scientists with a new research method that connects genetic information with life activities. For instructions, details, and examples, please refer to the Genos GitHub. Below are the data volume of our model training and related parameters. We also provide checkpoints trained under the Megatron-LM framework:

Genos, as a foundational model in the field of human genomics, trained on hundreds of high-quality genome reference data, has achieved the ability to contextually model human genome sequences up to millions of base pairs. Through single-base resolution learning, this model possesses the capability to identify hidden deep sequence patterns and functional features within genomes, providing scientists with a new research method that connects genetic information with life activities. For instruct...