diff --git a/.gitattributes b/.gitattributes
index 0115364ffaee2330e235be33c515805f194767be..ff0ddd0f5cc06e0f98c4f456d6428149c3f4f029 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -133,3 +133,103 @@ models/segment/yolo11x-seg/rk3588/fp16/model.rknn filter=lfs diff=lfs merge=lfs
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 models/pose/yolo11x-pose/rk3576/fp16/model.rknn filter=lfs diff=lfs merge=lfs -text
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diff --git a/README.md b/README.md
index 0da92de77dd687d2e78b60eb8a52fc6f45323cce..26427bd32bccd10841bc3fcc835a262bd6cd7e93 100644
--- a/README.md
+++ b/README.md
@@ -12,7 +12,7 @@ tags:
 
 Converted with the Ultralytics export workflow and task-specific RKNN conversion tools. This repository contains 100 FP16 and INT8 exports for RK3576 and RK3588. Tasks include classify, detect, obb, pose, segment.
 
-Choose a model under `models/<task>/<variant>/<chip>/<precision>/` and download both `model.rknn` and `metadata.yaml`. The [manifest](manifest.json) lists the supported combinations and SHA-256 hashes.
+Choose a model under `models/<toolkit-version>/<task>/<variant>/<chip>/<precision>/` and download both `model.rknn` and `metadata.yaml`. The [manifest](manifest.json) lists the supported combinations and SHA-256 hashes.
 
 ## Source and license
 
@@ -25,3 +25,5 @@ The [source directory](tree/main/source) contains the original checkpoints, conv
 ### INT8 detection
 
 Use the `metadata.yaml` from the same INT8 model folder. The detector outputs normalized box coordinates, so the app needs `coordinates: normalized`. Import both files together in the warehouse. For the CLI, keep them in the same directory. Interpreting the coordinates as pixels can result in no boxes.
+
+Models are organized by RKNN Toolkit2 version under `models/v<version>/`. Each model and its metadata share a folder.
diff --git a/manifest.json b/manifest.json
index 439c1483089b0d33af717026831f039b883485d9..7e17a71f9f9cb53cf2e72895a0e390ba68dd532e 100644
--- a/manifest.json
+++ b/manifest.json
@@ -15,8 +15,9 @@
     "decode_precision": null,
     "fp16_decode_tensors": null,
     "classes": 80,
-    "path": "models/detect/yolo11n/rk3576/fp16",
-    "weights": "source/weights/yolo11n.pt"
+    "path": "models/v2.3.2/detect/yolo11n/rk3576/fp16",
+    "weights": "source/weights/yolo11n.pt",
+    "toolkit_version": "2.3.2"
   },
   {
     "name": "yolo11n",
@@ -34,8 +35,9 @@
     "decode_precision": null,
     "fp16_decode_tensors": null,
     "classes": 80,
-    "path": "models/detect/yolo11n/rk3588/fp16",
-    "weights": "source/weights/yolo11n.pt"
+    "path": "models/v2.3.2/detect/yolo11n/rk3588/fp16",
+    "weights": "source/weights/yolo11n.pt",
+    "toolkit_version": "2.3.2"
   },
   {
     "name": "yolo11n-seg",
@@ -53,8 +55,9 @@
     "decode_precision": "fp16",
     "fp16_decode_tensors": 23,
     "classes": 80,
-    "path": "models/segment/yolo11n-seg/rk3576/int8",
-    "weights": "source/weights/yolo11n-seg.pt"
+    "path": "models/v2.3.2/segment/yolo11n-seg/rk3576/int8",
+    "weights": "source/weights/yolo11n-seg.pt",
+    "toolkit_version": "2.3.2"
   },
   {
     "name": "yolo11n-seg",
@@ -72,8 +75,9 @@
     "decode_precision": "fp16",
     "fp16_decode_tensors": 23,
     "classes": 80,
-    "path": "models/segment/yolo11n-seg/rk3588/int8",
-    "weights": "source/weights/yolo11n-seg.pt"
+    "path": "models/v2.3.2/segment/yolo11n-seg/rk3588/int8",
+    "weights": "source/weights/yolo11n-seg.pt",
+    "toolkit_version": "2.3.2"
   },
   {
     "name": "yolo11n-seg",
@@ -91,8 +95,9 @@
     "decode_precision": null,
     "fp16_decode_tensors": null,
     "classes": 80,
-    "path": "models/segment/yolo11n-seg/rk3576/fp16",
-    "weights": "source/weights/yolo11n-seg.pt"
+    "path": "models/v2.3.2/segment/yolo11n-seg/rk3576/fp16",
+    "weights": "source/weights/yolo11n-seg.pt",
+    "toolkit_version": "2.3.2"
   },
   {
     "name": "yolo11n-pose",
@@ -110,8 +115,9 @@
     "decode_precision": "fp16",
     "fp16_decode_tensors": 30,
     "classes": 1,
-    "path": "models/pose/yolo11n-pose/rk3576/int8",
-    "weights": "source/weights/yolo11n-pose.pt"
+    "path": "models/v2.3.2/pose/yolo11n-pose/rk3576/int8",
+    "weights": "source/weights/yolo11n-pose.pt",
+    "toolkit_version": "2.3.2"
   },
   {
     "name": "yolo11n-seg",
@@ -129,8 +135,9 @@
     "decode_precision": null,
     "fp16_decode_tensors": null,
     "classes": 80,
-    "path": "models/segment/yolo11n-seg/rk3588/fp16",
-    "weights": "source/weights/yolo11n-seg.pt"
+    "path": "models/v2.3.2/segment/yolo11n-seg/rk3588/fp16",
+    "weights": "source/weights/yolo11n-seg.pt",
+    "toolkit_version": "2.3.2"
   },
   {
     "name": "yolo11n-pose",
@@ -148,8 +155,9 @@
     "decode_precision": "fp16",
     "fp16_decode_tensors": 30,
     "classes": 1,
-    "path": "models/pose/yolo11n-pose/rk3588/int8",
-    "weights": "source/weights/yolo11n-pose.pt"
+    "path": "models/v2.3.2/pose/yolo11n-pose/rk3588/int8",
+    "weights": "source/weights/yolo11n-pose.pt",
+    "toolkit_version": "2.3.2"
   },
   {
     "name": "yolo11n-pose",
@@ -167,8 +175,9 @@
     "decode_precision": null,
     "fp16_decode_tensors": null,
     "classes": 1,
-    "path": "models/pose/yolo11n-pose/rk3576/fp16",
-    "weights": "source/weights/yolo11n-pose.pt"
+    "path": "models/v2.3.2/pose/yolo11n-pose/rk3576/fp16",
+    "weights": "source/weights/yolo11n-pose.pt",
+    "toolkit_version": "2.3.2"
   },
   {
     "name": "yolo11n-pose",
@@ -186,8 +195,9 @@
     "decode_precision": null,
     "fp16_decode_tensors": null,
     "classes": 1,
-    "path": "models/pose/yolo11n-pose/rk3588/fp16",
-    "weights": "source/weights/yolo11n-pose.pt"
+    "path": "models/v2.3.2/pose/yolo11n-pose/rk3588/fp16",
+    "weights": "source/weights/yolo11n-pose.pt",
+    "toolkit_version": "2.3.2"
   },
   {
     "name": "yolo11n-obb",
@@ -205,8 +215,9 @@
     "decode_precision": "fp16",
     "fp16_decode_tensors": 36,
     "classes": 15,
-    "path": "models/obb/yolo11n-obb/rk3576/int8",
-    "weights": "source/weights/yolo11n-obb.pt"
+    "path": "models/v2.3.2/obb/yolo11n-obb/rk3576/int8",
+    "weights": "source/weights/yolo11n-obb.pt",
+    "toolkit_version": "2.3.2"
   },
   {
     "name": "yolo11n-obb",
@@ -224,8 +235,9 @@
     "decode_precision": "fp16",
     "fp16_decode_tensors": 36,
     "classes": 15,
-    "path": "models/obb/yolo11n-obb/rk3588/int8",
-    "weights": "source/weights/yolo11n-obb.pt"
+    "path": "models/v2.3.2/obb/yolo11n-obb/rk3588/int8",
+    "weights": "source/weights/yolo11n-obb.pt",
+    "toolkit_version": "2.3.2"
   },
   {
     "name": "yolo11n-obb",
@@ -243,8 +255,9 @@
     "decode_precision": null,
     "fp16_decode_tensors": null,
     "classes": 15,
-    "path": "models/obb/yolo11n-obb/rk3576/fp16",
-    "weights": "source/weights/yolo11n-obb.pt"
+    "path": "models/v2.3.2/obb/yolo11n-obb/rk3576/fp16",
+    "weights": "source/weights/yolo11n-obb.pt",
+    "toolkit_version": "2.3.2"
   },
   {
     "name": "yolo11n-obb",
@@ -262,8 +275,9 @@
     "decode_precision": null,
     "fp16_decode_tensors": null,
     "classes": 15,
-    "path": "models/obb/yolo11n-obb/rk3588/fp16",
-    "weights": "source/weights/yolo11n-obb.pt"
+    "path": "models/v2.3.2/obb/yolo11n-obb/rk3588/fp16",
+    "weights": "source/weights/yolo11n-obb.pt",
+    "toolkit_version": "2.3.2"
   },
   {
     "name": "yolo11n",
@@ -281,8 +295,9 @@
     "decode_precision": null,
     "fp16_decode_tensors": null,
     "classes": 80,
-    "path": "models/detect/yolo11n/rk3588/int8",
-    "weights": "source/weights/yolo11n.pt"
+    "path": "models/v2.3.2/detect/yolo11n/rk3588/int8",
+    "weights": "source/weights/yolo11n.pt",
+    "toolkit_version": "2.3.2"
   },
   {
     "name": "yolo11n-cls",
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+    "path": "models/v2.3.2/segment/yolo11l-seg/rk3588/int8",
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@@ -1729,8 +1819,9 @@
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+    "path": "models/v2.3.2/obb/yolo11x-obb/rk3576/fp16",
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+    "path": "models/v2.3.2/obb/yolo11x-obb/rk3588/fp16",
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@@ -1767,8 +1859,9 @@
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+    "path": "models/v2.3.2/segment/yolo11x-seg/rk3576/fp16",
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@@ -1786,8 +1879,9 @@
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+    "path": "models/v2.3.2/segment/yolo11x-seg/rk3588/fp16",
+    "weights": "source/weights/yolo11x-seg.pt",
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@@ -1805,8 +1899,9 @@
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-    "weights": "source/weights/yolo11x-pose.pt"
+    "path": "models/v2.3.2/pose/yolo11x-pose/rk3588/int8",
+    "weights": "source/weights/yolo11x-pose.pt",
+    "toolkit_version": "2.3.2"
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@@ -1824,8 +1919,9 @@
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-    "weights": "source/weights/yolo11x-pose.pt"
+    "path": "models/v2.3.2/pose/yolo11x-pose/rk3576/int8",
+    "weights": "source/weights/yolo11x-pose.pt",
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@@ -1843,8 +1939,9 @@
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-    "weights": "source/weights/yolo11x-obb.pt"
+    "path": "models/v2.3.2/obb/yolo11x-obb/rk3576/int8",
+    "weights": "source/weights/yolo11x-obb.pt",
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@@ -1862,8 +1959,9 @@
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-    "weights": "source/weights/yolo11x-obb.pt"
+    "path": "models/v2.3.2/obb/yolo11x-obb/rk3588/int8",
+    "weights": "source/weights/yolo11x-obb.pt",
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@@ -1881,8 +1979,9 @@
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-    "weights": "source/weights/yolo11x-seg.pt"
+    "path": "models/v2.3.2/segment/yolo11x-seg/rk3588/int8",
+    "weights": "source/weights/yolo11x-seg.pt",
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@@ -1900,7 +1999,8 @@
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-    "weights": "source/weights/yolo11x-seg.pt"
+    "path": "models/v2.3.2/segment/yolo11x-seg/rk3576/int8",
+    "weights": "source/weights/yolo11x-seg.pt",
+    "toolkit_version": "2.3.2"
   }
 ]
diff --git a/models/classify/yolo11l-cls/rk3576/fp16/metadata.yaml b/models/v2.3.2/classify/yolo11l-cls/rk3576/fp16/metadata.yaml
similarity index 100%
rename from models/classify/yolo11l-cls/rk3576/fp16/metadata.yaml
rename to models/v2.3.2/classify/yolo11l-cls/rk3576/fp16/metadata.yaml
diff --git a/models/classify/yolo11l-cls/rk3576/fp16/model.rknn b/models/v2.3.2/classify/yolo11l-cls/rk3576/fp16/model.rknn
similarity index 100%
rename from models/classify/yolo11l-cls/rk3576/fp16/model.rknn
rename to models/v2.3.2/classify/yolo11l-cls/rk3576/fp16/model.rknn
diff --git a/models/classify/yolo11l-cls/rk3576/int8/metadata.yaml b/models/v2.3.2/classify/yolo11l-cls/rk3576/int8/metadata.yaml
similarity index 100%
rename from models/classify/yolo11l-cls/rk3576/int8/metadata.yaml
rename to models/v2.3.2/classify/yolo11l-cls/rk3576/int8/metadata.yaml
diff --git a/models/classify/yolo11l-cls/rk3576/int8/model.rknn b/models/v2.3.2/classify/yolo11l-cls/rk3576/int8/model.rknn
similarity index 100%
rename from models/classify/yolo11l-cls/rk3576/int8/model.rknn
rename to models/v2.3.2/classify/yolo11l-cls/rk3576/int8/model.rknn
diff --git a/models/classify/yolo11l-cls/rk3588/fp16/metadata.yaml b/models/v2.3.2/classify/yolo11l-cls/rk3588/fp16/metadata.yaml
similarity index 100%
rename from models/classify/yolo11l-cls/rk3588/fp16/metadata.yaml
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diff --git a/models/segment/yolo11x-seg/rk3588/fp16/metadata.yaml b/models/v2.3.2/segment/yolo11x-seg/rk3588/fp16/metadata.yaml
similarity index 100%
rename from models/segment/yolo11x-seg/rk3588/fp16/metadata.yaml
rename to models/v2.3.2/segment/yolo11x-seg/rk3588/fp16/metadata.yaml
diff --git a/models/segment/yolo11x-seg/rk3588/fp16/model.rknn b/models/v2.3.2/segment/yolo11x-seg/rk3588/fp16/model.rknn
similarity index 100%
rename from models/segment/yolo11x-seg/rk3588/fp16/model.rknn
rename to models/v2.3.2/segment/yolo11x-seg/rk3588/fp16/model.rknn
diff --git a/models/segment/yolo11x-seg/rk3588/int8/metadata.yaml b/models/v2.3.2/segment/yolo11x-seg/rk3588/int8/metadata.yaml
similarity index 100%
rename from models/segment/yolo11x-seg/rk3588/int8/metadata.yaml
rename to models/v2.3.2/segment/yolo11x-seg/rk3588/int8/metadata.yaml
diff --git a/models/segment/yolo11x-seg/rk3588/int8/model.rknn b/models/v2.3.2/segment/yolo11x-seg/rk3588/int8/model.rknn
similarity index 100%
rename from models/segment/yolo11x-seg/rk3588/int8/model.rknn
rename to models/v2.3.2/segment/yolo11x-seg/rk3588/int8/model.rknn