Correct evidenced MXFP8 container mode and bind runtime format audit

README.md

@@ -19,6 +19,19 @@ tags:
 - vision
 ---
 
+## Runtime format audit (2026-10-06)
+
+The quantization container mode was corrected from `affine` to `mxfp8`
+in both config blocks after inspecting every quantized module header.
+Weight bytes and per-module precision assignments are unchanged.
+This family has no n-gram tensors; no n-gram file or declaration was added.
+This remote format audit does not grant an oMLX/MTPLX runtime profile or a successful load/generation claim.
+
+See [runtime_audit.json](runtime_audit.json) for pinned config/index/header
+bindings, architecture, physical-format findings, and applied corrections.
+This is development evidence; no quality, MTP exactness, speed, or certification
+claim is added. Historical evidence stays bound to its original revision.
+
 # AX-Cyber-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP8-MTP — 8.46 BPW measured main
 
 An **AXQuant (AXQ)** mixed-precision MLX checkpoint for Apple Silicon, converted directly from

axquant_manifest.json

@@ -1,13 +1,13 @@
 {
   "axquant_version": "1.9.0",
   "calibration": null,
-  "created_at": "2026-10-04T22:12:29.822736Z",
+  "created_at": "2026-10-06T21:00:28.724844+00:00",
   "effective_bpw": 9.350650324235088,
   "files": [
     {
       "path": "README.md",
-      "sha256": "e468afccafac4cadf1d655794791fc6af5500a38ac85b2e420df36f09f99d4f3",
-      "size_bytes": 8565
+      "sha256": "6806b2a2c7168c4d1056290bb0c946b4ce553a54c488a3c2c4253c2b0c8b7ece",
+      "size_bytes": 9302
     },
     {
       "path": "ax_expert_stream.json",
@@ -51,8 +51,8 @@
     },
     {
       "path": "config.json",
-      "sha256": "8990d524663b982768fb76f10dd10becf53bc8fa630943900e3da61debe86b42",
-      "size_bytes": 138635
+      "sha256": "19ba4f1e9ca1e1576bf2b3dd1968ce59facb31ea75f4f37271db9e1b01f5bec3",
+      "size_bytes": 138633
     },
     {
       "path": "generation_config.json",
@@ -124,6 +124,11 @@
       "sha256": "d89ef49ce9cd37fbf510158e13c1ef063d9286411c1ec9049932dbe0487143b1",
       "size_bytes": 1191
     },
+    {
+      "path": "runtime_audit.json",
+      "sha256": "850e38fa7ec1eaacbd11831f77dec8ef10c9ab160332ece2031043a5ee9d534a",
+      "size_bytes": 3954
+    },
     {
       "path": "tokenizer.json",
       "sha256": "5f9e4d4901a92b997e463c1f46055088b6cca5ca61a6522d1b9f64c4bb81cb42",

config.json

@@ -2570,7 +2570,7 @@
       "group_size": 32,
       "mode": "mxfp8"
     },
-    "mode": "affine"
+    "mode": "mxfp8"
   },
   "quantization_config": {
     "bits": 8,
@@ -5130,7 +5130,7 @@
       "group_size": 32,
       "mode": "mxfp8"
     },
-    "mode": "affine"
+    "mode": "mxfp8"
   },
   "text_config": {
     "attention_bias": false,

runtime_audit.json

@@ -0,0 +1,82 @@
+{
+  "applied_config_corrections": [
+    {
+      "field": "quantization.mode",
+      "new": "mxfp8",
+      "old": "affine",
+      "physical_evidence_consistent": true
+    },
+    {
+      "field": "quantization_config.mode",
+      "new": "mxfp8",
+      "old": "affine",
+      "physical_evidence_consistent": true
+    }
+  ],
+  "current_config_sha256": "19ba4f1e9ca1e1576bf2b3dd1968ce59facb31ea75f4f37271db9e1b01f5bec3",
+  "date": "2026-10-06",
+  "header_sha256": {
+    "model-00001-of-00007.safetensors": "10ff1b6d08c57bf5a77f0d8c2a6a701498ed04284b36d9d56fcba0ebf854f221",
+    "model-00002-of-00007.safetensors": "6cd799227928a226b05d9816966dc6ffab93124762f993e96c27328a35bef543",
+    "model-00003-of-00007.safetensors": "5fc7dc14699a6bc95a3a3196b1e19883cf7bb2940fc193d3b24326791492ea66",
+    "model-00004-of-00007.safetensors": "dba7c367c038632a91f5b8afd3186096c724c257e3b69eba0e22730ff61b5139",
+    "model-00005-of-00007.safetensors": "7d7d8ee10cfc768aa1e685ca7c67ecbcf38daf3157db8b298604a0f63cf19392",
+    "model-00006-of-00007.safetensors": "5ffbef9f343c1b09483856096c801948a5b72a752a1d18e1ce96c59ce20ee1a0",
+    "model-00007-of-00007.safetensors": "1057d271cab088366b759331b14c0c367d182927f826210baed1d47fe40eaad5",
+    "mtp.safetensors": "e5f315b744dc3017e055dd1be599554bbaf6edd331447ec0f7f1416accab5196",
+    "vision.safetensors": "3901371df301f62a04c09f693bfdab663309708fd6cca251493366e0b616eb1e"
+  },
+  "input_bindings": {
+    "axquant_manifest.json": "4bb1dbc3c21cef5331dbf82603c56a53b4ea7fceef99da0fd3655aec09d86e4d",
+    "axquant_mtp_sidecar_manifest.json": "3d0ac7b666aa175f47424480867c5ca921aa2e801aa8cbdba2aa8cc578ece0da",
+    "config.json": "8990d524663b982768fb76f10dd10becf53bc8fa630943900e3da61debe86b42",
+    "model.safetensors.index.json": "d2b1bd9647b037dd7b7b33e5d5b49027c4f551fb3aa0676868af7b258b27cb4c",
+    "mtplx_runtime.json": "f004052d2cf52bd7bab68d30ade118cab28484394b5eb6b2271127a08ee70138"
+  },
+  "issues": [],
+  "model_type": "qwen3_5_moe",
+  "mtp_files": [
+    "mtp.safetensors"
+  ],
+  "ngram_action": "none; do not invent n-gram data",
+  "ngram_files": [],
+  "ngram_quantization": [],
+  "ngram_table_metadata": null,
+  "ngram_tensor_count": 0,
+  "quality_certified": false,
+  "quantization": {
+    "quantization": {
+      "container_mode": "affine",
+      "per_module_modes": {
+        "mxfp8": 511
+      },
+      "physical_recipe_issues": []
+    },
+    "quantization_config": {
+      "container_mode": "affine",
+      "per_module_modes": {
+        "mxfp8": 511
+      },
+      "physical_recipe_issues": []
+    }
+  },
+  "removed_source_evidence": [],
+  "repo_id": "AutomatosX/AX-Cyber-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP8-MTP",
+  "runtime_arch_id": null,
+  "runtime_verified": false,
+  "schema_version": "axquant.hub-runtime-audit.v1",
+  "scope": "Pinned remote config/index/Safetensors header audit; no runtime load or generation claim.",
+  "source_revision": "b68a546e4e82030f0591740b8408d34ac9c07674",
+  "status": "no-audited-peer-export-profile",
+  "unchanged_weight_sha256": {
+    "model-00001-of-00007.safetensors": "2432953bbd6048c30d356c373dbd3f549dcd3fc936c3cd857495e7c389b87251",
+    "model-00002-of-00007.safetensors": "001d5e0d8384b95f3b521486999df4edf228bcfc45779cabefdcf89b9e9f9c54",
+    "model-00003-of-00007.safetensors": "09481882a8e50669c716adb2b08bc45f429d78df3a03ce9eeb9400aa56b7e746",
+    "model-00004-of-00007.safetensors": "bf7c520b0a76410398ebae1aa92e1de507ad7813fbb8a87f7d936831c845266a",
+    "model-00005-of-00007.safetensors": "4455111dcd9e064243c6df6726cd115dcffbbdfe722cced6051a9c8845cf8f4c",
+    "model-00006-of-00007.safetensors": "8c41a9f7bfe78e5b9a7e1e5ffeea5bf64f0a148eabb8a64c16210de384c9239c",
+    "model-00007-of-00007.safetensors": "f2a251a5aa48071096ad1aeebaad9637b6fd641d1e54f3d5f6700c2071e3db0e",
+    "mtp.safetensors": "590e87c9c3fbbaa370c8dddbcc22611f00bbc78019d28e3192f180841c030527",
+    "vision.safetensors": "56ee429e45e42b276c8a94fb84b5391994d5c701b24880a74b0908f2f1ffd251"
+  }
+}