Publish approved Variant MXQ

README.md

@@ -7,15 +7,65 @@ pipeline_tag: object-detection
 base_model_relation: quantized
 ---
 
-<div align="center">
-  <a href="https://mobilint.com">
-    <img src="https://raw.githubusercontent.com/mobilint/.github/main/assets/Mobilint_Logo_Primary.png" 
-         width="50%" 
-         alt="mobilint" />
-  </a>
-</div>
+# YOLO12s
 
+`aries-rb/` holds the MXQ reproduced from the published arxiv folder (https://github.com/mobilint/mblt-model-arxiv/tree/main/models/object_detection/YOLO12s). It was compiled by qbcompiler 1.4.0 in the image `mobilint/qbcompiler:1.4-cuda12.8.1-ubuntu22.04` (sha256:7910f1661605b82eb9616f6ac99fd6461dbb865dcadaa810cce22c638ceffd44) with `--inference-scheme single`, so it supports the core mode(s) `single` only.
 
-# About
-This repository provides a model compiled and optimized for Mobilint NPU hardware.  
-The model is packaged for deployment on Mobilint’s acceleration stack and is intended to be used within that environment.
+It was evaluated with qbruntime 1.5.0 in `async` inference mode on coco (5000 samples): map50_95 0.47155, map50 0.64022. Only the evaluated core mode was measured.
+
+SHA-256: `4dd417f67bab34124ea978fe63099da3a7195b9baea7cb4938ad2ebb109f424c` (12503256 bytes). Verify a download with `sha256sum <file>.mxq` and compare the digest with this value and with `aries-rb/metadata.json`.
+
+aries-rb/best_result.json contains legacy build values and is retained for mblt-vision-python compile defaults.
+The legacy aries/ directory was removed; mblt-model-zoo <= 2.12 must pin an older revision.
+
+```json
+{
+  "schema_version": 2,
+  "model": "YOLO12s",
+  "variant": "c0923-gptaq",
+  "qbcompiler": "1.4.0",
+  "qbruntime": "1.5.0",
+  "compile": {
+    "image_tag": "1.4-cuda12.8.1-ubuntu22.04",
+    "image_digest": "sha256:7910f1661605b82eb9616f6ac99fd6461dbb865dcadaa810cce22c638ceffd44",
+    "inference_scheme": "single",
+    "device": "gpu"
+  },
+  "evaluation": {
+    "dataset": "coco",
+    "sample_count": 5000,
+    "primary": {
+      "map50_95": 0.47155
+    },
+    "secondary": {
+      "map50": 0.64022
+    },
+    "protocol": null,
+    "eval_data_identity": null,
+    "identity_audit": "absent",
+    "inference_mode": "async",
+    "image_tag": "1.4-cpu-ubuntu22.04",
+    "image_digest": "sha256:62b5bc714571dffd94fb561275767ca80d15337a433630a3ae7936305d531a7b"
+  },
+  "retention_percent": {
+    "map50_95": 98.8678058496698
+  },
+  "content_sha256": "68d3d8a28a7a8922244f5cc16af099e0e205b8e2d98bf10e10b0a41332604988",
+  "attempt_id": "srcmodes10-yolo12s-20261010t175053",
+  "superseded_attempt_ids": [],
+  "sha256": "4dd417f67bab34124ea978fe63099da3a7195b9baea7cb4938ad2ebb109f424c",
+  "format": "MXQv7",
+  "supported_modes": [
+    "single"
+  ],
+  "size": 12503256,
+  "ops_commits": {
+    "selection": "2505304b714b87f620665f0d55ac9ce99d6c57e6"
+  },
+  "arxiv_folder": "https://github.com/mobilint/mblt-model-arxiv/tree/main/models/object_detection/YOLO12s",
+  "publication": {
+    "status": "public",
+    "reason": "approved"
+  }
+}
+```

aries-rb/metadata.json

@@ -0,0 +1,49 @@
+{
+  "schema_version": 2,
+  "model": "YOLO12s",
+  "variant": "c0923-gptaq",
+  "qbcompiler": "1.4.0",
+  "qbruntime": "1.5.0",
+  "compile": {
+    "image_tag": "1.4-cuda12.8.1-ubuntu22.04",
+    "image_digest": "sha256:7910f1661605b82eb9616f6ac99fd6461dbb865dcadaa810cce22c638ceffd44",
+    "inference_scheme": "single",
+    "device": "gpu"
+  },
+  "evaluation": {
+    "dataset": "coco",
+    "sample_count": 5000,
+    "primary": {
+      "map50_95": 0.47155
+    },
+    "secondary": {
+      "map50": 0.64022
+    },
+    "protocol": null,
+    "eval_data_identity": null,
+    "identity_audit": "absent",
+    "inference_mode": "async",
+    "image_tag": "1.4-cpu-ubuntu22.04",
+    "image_digest": "sha256:62b5bc714571dffd94fb561275767ca80d15337a433630a3ae7936305d531a7b"
+  },
+  "retention_percent": {
+    "map50_95": 98.8678058496698
+  },
+  "content_sha256": "68d3d8a28a7a8922244f5cc16af099e0e205b8e2d98bf10e10b0a41332604988",
+  "attempt_id": "srcmodes10-yolo12s-20261010t175053",
+  "superseded_attempt_ids": [],
+  "sha256": "4dd417f67bab34124ea978fe63099da3a7195b9baea7cb4938ad2ebb109f424c",
+  "format": "MXQv7",
+  "supported_modes": [
+    "single"
+  ],
+  "size": 12503256,
+  "ops_commits": {
+    "selection": "2505304b714b87f620665f0d55ac9ce99d6c57e6"
+  },
+  "arxiv_folder": "https://github.com/mobilint/mblt-model-arxiv/tree/main/models/object_detection/YOLO12s",
+  "publication": {
+    "status": "public",
+    "reason": "approved"
+  }
+}

aries-rb/yolo12s.mxq

@@ -1,3 +1,3 @@
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+oid sha256:4dd417f67bab34124ea978fe63099da3a7195b9baea7cb4938ad2ebb109f424c
+size 12503256

aries/best_result.json

@@ -1 +0,0 @@
-{"acc": 0.4712371687353053, "timestamp": 1776310780, "checkpoint_dir_name": null, "done": true, "training_iteration": 1, "trial_id": "82ed2f8a", "date": "2026-04-16_12-39-40", "time_this_iter_s": 587.9359483718872, "time_total_s": 587.9359483718872, "pid": 1422610, "hostname": "285e74beb487", "node_ip": "172.17.0.4", "config": {"percentile": 0.00023868236476834911, "topk": 0.0420561742919805}, "time_since_restore": 587.9359483718872, "iterations_since_restore": 1, "experiment_tag": "13_percentile=0.0002,topk=0.0421"}

aries/global4/yolo12s.mxq

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aries/global8/yolo12s.mxq

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aries/multi/yolo12s.mxq

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aries/single/yolo12s.mxq

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aries/yolo12s.mxq

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