MACE0.3.16LoRArank2andPBEreplayfine-tuning ownSiPBE->PBEsol. Native5097LoRA40epochs;5100replay40epochswithE0sestimatedONLYTRAINdata;heldoutE.04348/.05168 andF.02017/.01962;oldPBEheadE.05099 F.01611. Fullnativeforce evaluated but fullvectorsnotarchived;portable onlycapturedperframeRMSE/FD andexactenergy arithmetic,notnewmodelinference. NativefailedinitialE0shape andwrongE0replaykeptprivatecontrols. Personalsetup3siteshape-onlypatch nosharedsourcechange. ArchivedmodelCUDA nestedTorchScriptloadingneedsallocatedGPU,notCPUloadassumption. ReadplotnoGPU. ModelssmallowntrainMIT,no foundationdownload/globalchanges.
