Talal Widatalla

Aligning protein-generative models to experimental fitness with ProteinDPO

Abstract Biological generative models can predict biological functions without task-specific training data but often under-perform specialized models. This is due to a fundamental ‘alignment gap’, where the rules learned during unsupervised training are not related to the functio...