Efficient design of functional proteins with higher thermal stability remains challenging especially for highly diverse sequence variants. Considering the evolutionary pressure on protein folds, optimizing fitness could help designing folds stability. Using a generative evolution model trained to capture variation patterns in natural sequences, we designed artificial sequences proteinaceous inh...