Quantum mechanical (QM) data in the form of optimized conformer geometries and one-dimensional torsional profiles were used to train valence parameters, outlined in Table . 3663 optimized conformer geometries and 713 one-dimensional torsion scans from Generation 2 datasets were used for training. Out of 302 valence parameters (angles, bonds, and proper torsions), 184 parameters were refitted.