The QMugs (Quantum-Mechanical Properties of Drug-like Molecules) data set provides a rich resource for researchers in drug discovery and computational chemistry. This collection curates over 665,000 molecules relevant to biology and pharmacology, extracted from the ChEMBL database. Notably, QMugs incorporates QM properties computed using a combination of methods, specifically leveraging both semi-empirical and DFT approaches.