{
  "source": "Agnes-AI/Agnes-3.0-Flash",
  "source_revision": "24f712ce59379b54c4a141d2708c35daf5ff613b",
  "target": "ProCreations/Agnes-3.0-Flash-NVFP4",
  "method": "plain data-free NVFP4",
  "training": false,
  "calibration_examples": 0,
  "quantized": "All decoder MLP and global attention linear weights; branches folded as in upstream SGLang",
  "preserved": "Recurrent attention, vision, embeddings, output head, norms, MTP",
  "agnes_compute_ceiling_usd": 40,
  "prior_nex_compute_upper_bound_usd": 98.303050825,
  "combined_user_cap_usd": 200,
  "publication": "Public after native validation"
}