MACE models for Transition1x were trained with a cutoff of 5 Å for a maximum of 1400 epochs with an early stopping patience of 50, with a force weight of 100.0 and an energy weight of 1.0. Then, 100 further epochs without early stopping were conducted with a force weight of 100.0 and an energy weight of 1000.0.