Nature Communications, Published online: 21 August 2026; doi:10.1038/s41467-026-76604-2 Orbformer is a quantum Monte Carlo foundation model pretrained on thousands of molecular structures. It can be fine-tuned to yield accurate wavefunctions, including for multireference phenomena, with dramatically reduced cost per system.