{
 "source": "onnx-community/Qwen3.5-0.8B-ONNX",
 "variants": {},
 "generated_utc": "2026-11-04T17:30:03Z",
 "drift": {
  "fp16": {
   "variant": "fp16",
   "embed": "q4f16",
   "n": 8,
   "mean_cos": 0.9882,
   "min_cos": 0.9855,
   "gate_sign_agrees": 8,
   "rows": [
    {
     "id": "discovery-611401-0226",
     "cohort": "no_tool",
     "cos": 0.9915,
     "s_x": 3.17,
     "s_x_mlx": 3.44,
     "gate": 4.56,
     "gate_mlx": 5.33,
     "act3468": 28.62,
     "act3468_mlx": 36.51,
     "call_minus_NO": 8.05,
     "call_minus_NO_mlx": 7.56
    },
    {
     "id": "discovery-611401-0254",
     "cohort": "no_tool",
     "cos": 0.9892,
     "s_x": 4.59,
     "s_x_mlx": 4.22,
     "gate": 9.62,
     "gate_mlx": 9.37,
     "act3468": 88.25,
     "act3468_mlx": 79.03,
     "call_minus_NO": 7.83,
     "call_minus_NO_mlx": 8.44
    },
    {
     "id": "discovery-611401-0075",
     "cohort": "need_clarification",
     "cos": 0.9857,
     "s_x": 4.05,
     "s_x_mlx": 4.04,
     "gate": 5.8,
     "gate_mlx": 7.88,
     "act3468": 46.79,
     "act3468_mlx": 63.66,
     "call_minus_NO": 4.19,
     "call_minus_NO_mlx": 4.94
    },
    {
     "id": "discovery-611401-0235",
     "cohort": "need_clarification",
     "cos": 0.9855,
     "s_x": 3.05,
     "s_x_mlx": 2.89,
     "gate": 5.98,
     "gate_mlx": 7.0,
     "act3468": 36.36,
     "act3468_mlx": 40.38,
     "call_minus_NO": 4.58,
     "call_minus_NO_mlx": 5.5
    },
    {
     "id": "discovery-611401-0173",
     "cohort": "valid_call",
     "cos": 0.9873,
     "s_x": -2.27,
     "s_x_mlx": -2.56,
     "gate": -2.83,
     "gate_mlx": -3.04,
     "act3468": 0.72,
     "act3468_mlx": 0.71,
     "call_minus_NO": 12.2,
     "call_minus_NO_mlx": 13.5
    },
    {
     "id": "discovery-611401-0021",
     "cohort": "valid_call",
     "cos": 0.9892,
     "s_x": -4.58,
     "s_x_mlx": -4.78,
     "gate": -13.57,
     "gate_mlx": -13.11,
     "act3468": 0.0,
     "act3468_mlx": 0.0,
     "call_minus_NO": 11.88,
     "call_minus_NO_mlx": 13.06
    },
    {
     "id": "discovery-611401-0239",
     "cohort": "ambiguous",
     "cos": 0.988,
     "s_x": -3.14,
     "s_x_mlx": -2.81,
     "gate": -8.98,
     "gate_mlx": -7.38,
     "act3468": 0.01,
     "act3468_mlx": 0.03,
     "call_minus_NO": 12.43,
     "call_minus_NO_mlx": 12.81
    },
    {
     "id": "discovery-611401-0111",
     "cohort": "ambiguous",
     "cos": 0.989,
     "s_x": 0.01,
     "s_x_mlx": -0.12,
     "gate": 0.84,
     "gate_mlx": 1.28,
     "act3468": 0.01,
     "act3468_mlx": -0.23,
     "call_minus_NO": 13.79,
     "call_minus_NO_mlx": 13.38
    }
   ]
  },
  "q4f16": {
   "variant": "q4f16",
   "embed": "q4f16",
   "n": 8,
   "mean_cos": 0.8877,
   "min_cos": 0.8648,
   "gate_sign_agrees": 5,
   "rows": [
    {
     "id": "discovery-611401-0226",
     "cohort": "no_tool",
     "cos": 0.8983,
     "s_x": 0.91,
     "s_x_mlx": 3.44,
     "gate": -1.74,
     "gate_mlx": 5.33,
     "act3468": -0.47,
     "act3468_mlx": 36.51,
     "call_minus_NO": 12.98,
     "call_minus_NO_mlx": 7.56
    },
    {
     "id": "discovery-611401-0254",
     "cohort": "no_tool",
     "cos": 0.8892,
     "s_x": 2.4,
     "s_x_mlx": 4.22,
     "gate": 1.26,
     "gate_mlx": 9.37,
     "act3468": 4.69,
     "act3468_mlx": 79.03,
     "call_minus_NO": 8.06,
     "call_minus_NO_mlx": 8.44
    },
    {
     "id": "discovery-611401-0075",
     "cohort": "need_clarification",
     "cos": 0.8925,
     "s_x": 2.42,
     "s_x_mlx": 4.04,
     "gate": 1.32,
     "gate_mlx": 7.88,
     "act3468": 5.02,
     "act3468_mlx": 63.66,
     "call_minus_NO": 3.83,
     "call_minus_NO_mlx": 4.94
    },
    {
     "id": "discovery-611401-0235",
     "cohort": "need_clarification",
     "cos": 0.8648,
     "s_x": 0.28,
     "s_x_mlx": 2.89,
     "gate": -1.84,
     "gate_mlx": 7.0,
     "act3468": -0.14,
     "act3468_mlx": 40.38,
     "call_minus_NO": 7.55,
     "call_minus_NO_mlx": 5.5
    },
    {
     "id": "discovery-611401-0173",
     "cohort": "valid_call",
     "cos": 0.8883,
     "s_x": -3.07,
     "s_x_mlx": -2.56,
     "gate": -8.73,
     "gate_mlx": -3.04,
     "act3468": 0.01,
     "act3468_mlx": 0.71,
     "call_minus_NO": 13.93,
     "call_minus_NO_mlx": 13.5
    },
    {
     "id": "discovery-611401-0021",
     "cohort": "valid_call",
     "cos": 0.8896,
     "s_x": -4.1,
     "s_x_mlx": -4.78,
     "gate": -14.95,
     "gate_mlx": -13.11,
     "act3468": 0.0,
     "act3468_mlx": 0.0,
     "call_minus_NO": 13.07,
     "call_minus_NO_mlx": 13.06
    },
    {
     "id": "discovery-611401-0239",
     "cohort": "ambiguous",
     "cos": 0.8895,
     "s_x": -3.34,
     "s_x_mlx": -2.81,
     "gate": -11.72,
     "gate_mlx": -7.38,
     "act3468": 0.0,
     "act3468_mlx": 0.03,
     "call_minus_NO": 13.46,
     "call_minus_NO_mlx": 12.81
    },
    {
     "id": "discovery-611401-0111",
     "cohort": "ambiguous",
     "cos": 0.8891,
     "s_x": -0.73,
     "s_x_mlx": -0.12,
     "gate": -6.15,
     "gate_mlx": 1.28,
     "act3468": 0.02,
     "act3468_mlx": -0.23,
     "call_minus_NO": 14.6,
     "call_minus_NO_mlx": 13.38
    }
   ]
  },
  "q4": {
   "variant": "q4",
   "embed": "q4",
   "n": 8,
   "mean_cos": 0.8876,
   "min_cos": 0.8646,
   "gate_sign_agrees": 5,
   "rows": [
    {
     "id": "discovery-611401-0226",
     "cohort": "no_tool",
     "cos": 0.8982,
     "s_x": 0.89,
     "s_x_mlx": 3.44,
     "gate": -1.79,
     "gate_mlx": 5.33,
     "act3468": -0.46,
     "act3468_mlx": 36.51,
     "call_minus_NO": 13.0,
     "call_minus_NO_mlx": 7.56
    },
    {
     "id": "discovery-611401-0254",
     "cohort": "no_tool",
     "cos": 0.8891,
     "s_x": 2.41,
     "s_x_mlx": 4.22,
     "gate": 1.28,
     "gate_mlx": 9.37,
     "act3468": 4.85,
     "act3468_mlx": 79.03,
     "call_minus_NO": 8.06,
     "call_minus_NO_mlx": 8.44
    },
    {
     "id": "discovery-611401-0075",
     "cohort": "need_clarification",
     "cos": 0.8923,
     "s_x": 2.42,
     "s_x_mlx": 4.04,
     "gate": 1.31,
     "gate_mlx": 7.88,
     "act3468": 4.98,
     "act3468_mlx": 63.66,
     "call_minus_NO": 3.86,
     "call_minus_NO_mlx": 4.94
    },
    {
     "id": "discovery-611401-0235",
     "cohort": "need_clarification",
     "cos": 0.8646,
     "s_x": 0.27,
     "s_x_mlx": 2.89,
     "gate": -1.87,
     "gate_mlx": 7.0,
     "act3468": -0.13,
     "act3468_mlx": 40.38,
     "call_minus_NO": 7.63,
     "call_minus_NO_mlx": 5.5
    },
    {
     "id": "discovery-611401-0173",
     "cohort": "valid_call",
     "cos": 0.8883,
     "s_x": -3.07,
     "s_x_mlx": -2.56,
     "gate": -8.74,
     "gate_mlx": -3.04,
     "act3468": 0.01,
     "act3468_mlx": 0.71,
     "call_minus_NO": 13.91,
     "call_minus_NO_mlx": 13.5
    },
    {
     "id": "discovery-611401-0021",
     "cohort": "valid_call",
     "cos": 0.8895,
     "s_x": -4.1,
     "s_x_mlx": -4.78,
     "gate": -14.94,
     "gate_mlx": -13.11,
     "act3468": 0.0,
     "act3468_mlx": 0.0,
     "call_minus_NO": 13.11,
     "call_minus_NO_mlx": 13.06
    },
    {
     "id": "discovery-611401-0239",
     "cohort": "ambiguous",
     "cos": 0.8894,
     "s_x": -3.34,
     "s_x_mlx": -2.81,
     "gate": -11.71,
     "gate_mlx": -7.38,
     "act3468": 0.0,
     "act3468_mlx": 0.03,
     "call_minus_NO": 13.5,
     "call_minus_NO_mlx": 12.81
    },
    {
     "id": "discovery-611401-0111",
     "cohort": "ambiguous",
     "cos": 0.8891,
     "s_x": -0.73,
     "s_x_mlx": -0.12,
     "gate": -6.15,
     "gate_mlx": 1.28,
     "act3468": 0.02,
     "act3468_mlx": -0.23,
     "call_minus_NO": 14.62,
     "call_minus_NO_mlx": 13.38
    }
   ]
  }
 },
 "validation": {
  "original": [
   {
    "id": "discovery-611401-0173",
    "cohort": "valid_call",
    "generated": "<tool_call>\n<function=fx_11388>\n<parameter=p_1_41>\n",
    "recorded": "<tool_call>\n<function=fx_11388>\n<parameter=p_1_41>\ncedar_332\n</parameter>\n<param",
    "prefix_match": true,
    "n": 24,
    "seconds": 4.3
   },
   {
    "id": "discovery-611401-0226",
    "cohort": "no_tool",
    "generated": "<tool_call>\n<function=copy_item>\n<parameter=item>\ncedar_755\n</parameter>",
    "recorded": "<tool_call>\n<function=copy_item>\n<parameter=item>\ncedar_755\n</parameter>\n<parame",
    "prefix_match": true,
    "n": 24,
    "seconds": 4.5
   },
   {
    "id": "discovery-611401-0075",
    "cohort": "need_clarification",
    "generated": "<tool_call>\n<function=fetch_record>\n<parameter=key>\ncedar_108\n</parameter>",
    "recorded": "<tool_call>\n<function=fetch_record>\n<parameter=key>\ncedar_108\n</parameter>\n<para",
    "prefix_match": true,
    "n": 24,
    "seconds": 3.7
   },
   {
    "id": "discovery-611401-0239",
    "cohort": "ambiguous",
    "generated": "<tool_call>\n<function=fx_53817>\n<parameter=p_1_22>\n",
    "recorded": "<tool_call>\n<function=fx_53817>\n<parameter=p_1_22>\n18\n</parameter>\n<parameter=p_",
    "prefix_match": true,
    "n": 24,
    "seconds": 3.8
   }
  ],
  "g23v3": [
   {
    "id": "discovery-611401-0173",
    "cohort": "valid_call",
    "generated": "<tool_call>\n<function=fx_11388>\n<parameter=p_1_41>\n",
    "recorded": "<tool_call>\n<function=fx_11388>\n<parameter=p_1_41>\ncedar_332\n</parameter>\n<param",
    "prefix_match": true,
    "n": 24,
    "seconds": 4.4
   },
   {
    "id": "discovery-611401-0226",
    "cohort": "no_tool",
    "generated": "NO_TOOL<|im_end|>",
    "recorded": "NO_TOOL",
    "prefix_match": true,
    "n": 3,
    "seconds": 4.0
   },
   {
    "id": "discovery-611401-0075",
    "cohort": "need_clarification",
    "generated": "NEED_CLARIFICATION<|im_end|>",
    "recorded": "NEED_CLARIFICATION",
    "prefix_match": true,
    "n": 6,
    "seconds": 3.2
   },
   {
    "id": "discovery-611401-0239",
    "cohort": "ambiguous",
    "generated": "<tool_call>\n<function=fx_53817>\n<parameter=p_1_22>\n",
    "recorded": "<tool_call>\n<function=fx_53817>\n<parameter=p_1_22>\n18\n</parameter>\n<parameter=p_",
    "prefix_match": true,
    "n": 24,
    "seconds": 3.8
   }
  ]
 },
 "published_variants": [
  "fp16"
 ],
 "note": "q4f16 / q4 decoders were built and measured (drift) but are not published: the edit does not transfer to a 4-bit backbone"
}