{
 "format": {
  "8-bit layers": "uint8 blocks of 32 with fp32 scale + uint8 zero point, dequantized in-graph (Cast/Sub/Mul, folded at load)",
  "4-bit layers": "uint4 blocks of 32, MatMulNBits"
 },
 "group_size": 32,
 "calib_pages": 256,
 "eval_pages": 400,
 "fp32_layers": [
  "cnn.proj",
  "page_in.net.0",
  "page_in.net.3",
  "blocks.0.rel",
  "blocks.1.rel",
  "blocks.2.rel",
  "blocks.3.rel",
  "blocks.4.rel",
  "blocks.5.rel",
  "blocks.6.rel",
  "blocks.7.rel",
  "ctx_head"
 ],
 "int4_8bit_edge_layers": [
  "tok_in.net.0",
  "tok_in.net.3",
  "img_in.net.0",
  "img_in.net.3",
  "color_head.net.0",
  "color_head.net.3"
 ],
 "variants": {
  "fp32": {
   "haiku_dE": 0.03649106619724383,
   "native_dE": 0.07405353200621903,
   "size_mb": 63.45,
   "cpu_ms_median": 9.31
  },
  "int8": {
   "dE_vs_fp32": 0.0001628809163776168,
   "dE_max": 0.02378411777317524,
   "ctx_max_abs": 0.013257980346679688,
   "haiku_dE": 0.036490150559693575,
   "native_dE": 0.074042251650244,
   "elem_decisions_same_as_fp32": 1.0,
   "pack_parity_max_abs": 1.7881393432617188e-06,
   "size_mb": 20.59,
   "cpu_ms_median": 9.77
  },
  "int4": {
   "dE_vs_fp32": 0.00039874050049547804,
   "dE_max": 0.10922706872224808,
   "ctx_max_abs": 0.07820296287536621,
   "haiku_dE": 0.03647379979180793,
   "native_dE": 0.07408187076449395,
   "elem_decisions_same_as_fp32": 0.9995768986672308,
   "pack_parity_max_abs": 2.9206275939941406e-06,
   "size_mb": 13.27,
   "cpu_ms_median": 8.29
  }
 }
}