<h1>Protein language models advance prediction of protein-protein interactions and mutation effects, improving insight into disease and virus host dynamics.</h1> PLM-interact is a large protein language model trained on extensive human and virus protein interaction datasets and optimised using GPU based high performance computing; it outperforms existing models in predicting protein protein interactions and the impact of mutations, enabling scalable insight into disease mechanisms, virus-host interactions, and potential drug target identification.