Actual Yuansuan Si VASP labels from wave260 (32train8valid8test); native DPGEN0.14/DeePMD3.2 TF committee train/explore/select/VASP label/retrain; actual ABACUS3.10.1 andCP2K2026.2 independent backend singlepoints. Own numeric labels and small frozen models for teaching. Initial and weighted models show substantial NPT volume drift and are NOT qualified production Si potentials. Frozen reference plots report every model/error and all44originalframes, including one above trust bound. All raw licensed SCF files/runtime logs/POTCAR/WAVECAR omitted. Only actual derived numeric values and permitted public inputs. CP2K2026 reader adapts this process only, never edits installed libraries or raw output.
