FINETUNE_VALIDATION.json

{
  "status": "PASS",
  "scope": [
    "Source syntax and entry-point CLI checks",
    "Full Task4 frozen data admission",
    "All paired Task4 action windows match exactly",
    "Raw HDF5 and video conversion target fingerprints",
    "Train-only LingBot quaternion bounds match released normalization",
    "Optimizer, sampler and CPU RNG resume reproduces the next parameter update",
    "Fast-WAM inference prediction and HTTP arithmetic unchanged by loader metadata cleanup"
  ],
  "limits": "CPU/data/controller checks and native objective source review. This record does not report a new full GPU fine-tuning run or physical robot success."
}