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-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": "2026-10-04T22:09:26.936691Z",
+  "created_at": "2026-10-06T21:01:54.225577+00:00",
   "effective_bpw": 9.350650324235088,
   "files": [
     {
       "path": "README.md",
-      "sha256": "bb2a0f2a49e682bdba6cdb51037245b09c3267192e679822fe489b1529f779c1",
-      "size_bytes": 8499
+      "sha256": "1638ba9e522dbabcf5c8a9846b516cee12326e20470e8036b6a29bc08e29e6f0",
+      "size_bytes": 9236
     },
     {
       "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": "0e6707484b7e699905fb8b6372b0fcbb4535c6355b47b1abb2de2b0d62f710b7",
+      "size_bytes": 3948
+    },
     {
       "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": "e4ef62590d5569841386b14e6855fde43b03ef1e393822e5eff93dbcbce7a180",
+    "vision.safetensors": "15903943ad5dfe22cbf056e186015df8c8df6789a74b423e910497cd77f736e4"
+  },
+  "input_bindings": {
+    "axquant_manifest.json": "afb364d6bd9cb5cdee9bea518ee9681582a451a89e65509287d24f67fbc0531d",
+    "axquant_mtp_sidecar_manifest.json": "741823e14934647e617c9cc6d278d42287e7f01efcb71421cf723345a33b18fc",
+    "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-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": "02c98769046ba236ffd6b4e930013b9be65b4151",
+  "status": "no-audited-peer-export-profile",
+  "unchanged_weight_sha256": {
+    "model-00001-of-00007.safetensors": "1b0040af5421394bed13f02818a9227499e0da98d27ddf676bd2b919ba4f56de",
+    "model-00002-of-00007.safetensors": "37ba6bf75efc302d94bcaa7e26d52ac97e9107104349d113f1506551fe2a47cb",
+    "model-00003-of-00007.safetensors": "091715ecbcf62541898c451d5ae3a1f5028b2ea1da54b1ba9c7d0f602d4d0c3e",
+    "model-00004-of-00007.safetensors": "3e2f45228836fcea1224dd9f13cbaa416a456e45b7b14b48325da05d44b12177",
+    "model-00005-of-00007.safetensors": "b36e935205879c8563c7305fd46646d456419962673571fb3935b061c2115938",
+    "model-00006-of-00007.safetensors": "8c79981a35b593af8b2c5becabdce095ed4c32be0de4780c48d317cb3623efd4",
+    "model-00007-of-00007.safetensors": "ffa71702e41916d51f965d7781ad0004d735d0b992da15e064a0ed25aa97b2ad",
+    "mtp.safetensors": "0ced87b0462269a98bd393a808e1c9c02ace7054801c0e2745dd9dd9a4077915",
+    "vision.safetensors": "b6fc71a34d6eeb55216a00fc8aee2bf238a4fce7d4177c6dcc1dbe84e18ae78e"
+  }
+}