Record architecture-specific runtime format audit and n-gram scope

README.md

@@ -12,6 +12,17 @@ tags:
 - mtp
 ---
 
+## Runtime format audit (2026-10-06)
+
+No quantization-container correction was needed.
+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-Nemotron-3.5-Lightning-30B-A3B-MLX-AXQ-MXFP4-MTP
 
 This repository contains an AXQuant development conversion of the pinned NVIDIA BF16 source. The main checkpoint uses standard MLX-LM config, tokenizer, index, and safetensors files. MXFP quantization is applied to eligible backbone weights; protected tensors keep their declared precision.

axquant_manifest.json

@@ -1,13 +1,13 @@
 {
   "axquant_version": "1.9.0",
   "calibration": null,
-  "created_at": "2026-10-04T05:39:17.114201Z",
+  "created_at": "2026-10-06T21:01:05.546176+00:00",
   "effective_bpw": 5.609812258365519,
   "files": [
     {
       "path": "README.md",
-      "sha256": "748c964f9b7e5f2c3770ce013bbc0153be7c54311d9692c343b6188eefe77ac6",
-      "size_bytes": 81
+      "sha256": "cf665799010644c67d9072ad1b0dbca7825fe230a32540a06979e9590b8c3938",
+      "size_bytes": 2492
     },
     {
       "path": "ax_expert_stream.json",
@@ -89,6 +89,11 @@
       "sha256": "40dd606b285acd5045bd4246a916463eeb1d5f4cc7a4ebe051555985ec436e72",
       "size_bytes": 2670685376
     },
+    {
+      "path": "runtime_audit.json",
+      "sha256": "dcde3c91fa4c1fa8bd4a3b27e3bae0986a345eff8b4d26f9004c0f7c091f9f22",
+      "size_bytes": 2893
+    },
     {
       "path": "special_tokens_map.json",
       "sha256": "e9435fefd6d838fd9fcbbc44b97a8e3ff322be7f6dfb7e4fd2468586574bb52b",

runtime_audit.json

@@ -0,0 +1,63 @@
+{
+  "applied_config_corrections": [],
+  "current_config_sha256": "6a6d3246c4db834f09eae87deff809e157ca26617a23bded100de42a0ff5a1fa",
+  "date": "2026-10-06",
+  "header_sha256": {
+    "model-00001-of-00004.safetensors": "ac490936b49fb441500f2f91d68dfe3c9d098559dad6303d024ba4e76c2c2b76",
+    "model-00002-of-00004.safetensors": "b313f2840234aff995f100eef741083b5ae1af9d253661b76b8aabc4e42ca3b2",
+    "model-00003-of-00004.safetensors": "eee80c2f961f201a8536e7a680944e9faaeb05d32c398f8778df6fd3e6f51650",
+    "model-00004-of-00004.safetensors": "6028d48a118e3dd7bee2750d68937ea805510b73983af01ae61322e0c94f6b69",
+    "mtp.safetensors": "dfc474d9015b22f6524ff0cb2a88fbad72dde8493cc169e4e3267ef444a78696"
+  },
+  "input_bindings": {
+    "ax_nemotron_mtp_manifest.json": "9338ce8221bd67be7172acf465172fdf0fd023722bd0034e579e9e97dd359af5",
+    "axquant_manifest.json": "84a4060ece33dd6677e600ce32e942908c8ff98f1063303a433f8aa99e21a06d",
+    "axquant_mtp_sidecar_manifest.json": "70868bd7b9910518b65bb4de2cd9d2119cb54db0d3b4db4c44a21b1b8233bf08",
+    "config.json": "6a6d3246c4db834f09eae87deff809e157ca26617a23bded100de42a0ff5a1fa",
+    "model.safetensors.index.json": "3e068938b04a3279ca3e6e1197882741cd5f67d5f7bce238a099f9cbb4da429e"
+  },
+  "issues": [],
+  "model_type": "nemotron_h",
+  "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": {
+        "affine": 1,
+        "mxfp4": 162
+      },
+      "physical_recipe_issues": []
+    },
+    "quantization_config": {
+      "container_mode": "affine",
+      "per_module_modes": {
+        "affine": 1,
+        "mxfp4": 162
+      },
+      "physical_recipe_issues": []
+    }
+  },
+  "removed_source_evidence": [],
+  "repo_id": "AutomatosX/AX-Nemotron-3.5-Lightning-30B-A3B-MLX-AXQ-MXFP4-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": "5ab1716c9885e9bce30c063d159f5da4e0bb8c6f",
+  "status": "no-audited-peer-export-profile",
+  "unchanged_weight_sha256": {
+    "model-00001-of-00004.safetensors": "a8b6891cdb0d7a97316fe841c48fc0b926588a555ecd5b08ed471e7468d58f51",
+    "model-00002-of-00004.safetensors": "033922fe5c61923583d6cd8e72028b5d5fb1c5b0e788556356492581c7b7d70f",
+    "model-00003-of-00004.safetensors": "35999dfcfdc58c5084e50df422b1b5ad6fb5a2f80c643f159c61fd4cd5ab75d8",
+    "model-00004-of-00004.safetensors": "3c28f34687c69b0011ac52de0c557540d967d8df37442ebddc69dc71027c5c03",
+    "mtp.safetensors": "40dd606b285acd5045bd4246a916463eeb1d5f4cc7a4ebe051555985ec436e72"
+  }
+}