In allocated compatible CPU resources: bash setup.sh, then bash run.sh. setup downloads pinned Linux x86_64 conda-forge packages into personal .env; shared modules unchanged. Actual Phonopy4.8.3;10native calls incl1help-only presentation,44independent physical/format checks,2figures. No newDFT/GPU. Si DFPT data originally VASP6.5.1CPU/450eV/k2^3/16atoms. ALM/MLPdata separately from ownNEPteacher/a5.43Si16,48train8validation8independentheldout;notDFTaccuracy. Native CLItrain uses literalYAML data; same-input independentAPItraining reproduces model, originalNPZ-trained oldmodel tiny differences preserved as serialization sensitivity. decimal flags accepted but not applied on tested4.8.3loadpath; keep fullprecisionHDF5. Legacytemperature is deprecated,use rd-temperature. LegacyVsimanimation checked physicalfrequencies;4randomsnapshots notconvergedsampling. OriginalrawnegativeGamma preserved. Directories protected:usefreshcopy torepeat. Licensed/binary/privateEXEC files absent.
