diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 7859678723..2a708f0d54 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1764,7 +1764,7 @@
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     }
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-  "generatedAt": "2026-09-19T12:06:36.967516+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index d82616e67f..e722964281 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -416,7 +416,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 59832511e4..db65e71bc6 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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+  "catalogUpdatedAt": "2026-09-19T12:07:44.810369+00:00",
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@@ -56,7 +56,7 @@
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@@ -156,7 +156,7 @@
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-      "updatedAt": "2026-09-19T12:06:30.180020+00:00"
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@@ -164,7 +164,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-09-19T12:06:30.209815+00:00"
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@@ -177,7 +177,7 @@
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-      "updatedAt": "2026-09-19T12:06:30.149812+00:00"
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@@ -186,13 +186,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-09-19T12:06:30.076012+00:00"
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-      "updatedAt": "2026-09-19T12:06:30.237416+00:00"
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@@ -200,7 +200,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-09-19T12:05:45.423641+00:00"
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@@ -208,7 +208,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-19T12:05:45.459872+00:00"
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@@ -221,7 +221,7 @@
         "vision_classification",
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-      "updatedAt": "2026-09-19T12:05:45.380638+00:00"
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@@ -230,25 +230,25 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-09-19T12:05:45.349649+00:00"
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@@ -256,7 +256,7 @@
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@@ -264,7 +264,7 @@
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@@ -277,7 +277,7 @@
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@@ -286,13 +286,13 @@
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@@ -300,7 +300,7 @@
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@@ -308,7 +308,7 @@
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@@ -321,7 +321,7 @@
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@@ -330,13 +330,13 @@
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-      "updatedAt": "2026-09-19T12:05:48.258196+00:00"
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     "https://modelscope.cn/models/Eco-Tech/Qwen3.8-2.4T-A95B-w8a8|2026-08-14T14:35:35+00:00|Ascend_910-b3": {
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@@ -344,7 +344,7 @@
         "text-to-image-generation",
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     "https://modelscope.cn/models/Eco-Tech/Qwen3.8-2.4T-A95B-w8a8|2026-08-14T14:35:35+00:00|Ascend_910-b4": {
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@@ -352,7 +352,7 @@
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     "https://modelscope.cn/models/Eco-Tech/Qwen3.8-2.4T-A95B-w8a8|2026-08-14T14:35:35+00:00|Iluvatar_bi-150": {
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@@ -365,7 +365,7 @@
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     "https://modelscope.cn/models/Eco-Tech/Qwen3.8-2.4T-A95B-w8a8|2026-08-14T14:35:35+00:00|Iluvatar_mrv-100": {
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@@ -374,13 +374,13 @@
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     "https://modelscope.cn/models/Eco-Tech/Qwen3.8-2.4T-A95B-w8a8|2026-08-14T14:35:35+00:00|Kunlunxin_p-800": {
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|Iluvatar_mrv-100": {
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@@ -389,13 +389,13 @@
         "text-to-image-generation",
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-09-19T12:05:47.508268+00:00"
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V2-GGUF|2026-08-28T04:43:27+00:00|Ascend_910-b4": {
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@@ -403,7 +403,7 @@
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V2-GGUF|2026-08-28T04:43:27+00:00|Iluvatar_mrv-100": {
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@@ -412,13 +412,13 @@
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V2-GGUF|2026-08-28T04:43:27+00:00|Kunlunxin_p-800": {
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.6-27B-GGUF|2026-08-28T09:23:33+00:00|Iluvatar_mrv-100": {
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@@ -427,13 +427,13 @@
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.6-27B-GGUF|2026-08-28T09:23:33+00:00|Kunlunxin_p-800": {
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-Hermes-3.6-27B-SABER-GGUF|2026-08-28T09:15:40+00:00|Ascend_910-b3": {
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@@ -441,7 +441,7 @@
         "text-to-image-generation",
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-Hermes-3.6-27B-SABER-GGUF|2026-08-28T09:15:40+00:00|Ascend_910-b4": {
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@@ -449,7 +449,7 @@
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-Hermes-3.6-27B-SABER-GGUF|2026-08-28T09:15:40+00:00|Iluvatar_bi-150": {
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@@ -462,7 +462,7 @@
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-Hermes-3.6-27B-SABER-GGUF|2026-08-28T09:15:40+00:00|Iluvatar_mrv-100": {
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@@ -471,13 +471,13 @@
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-Hermes-3.6-27B-SABER-GGUF|2026-08-28T09:15:40+00:00|Kunlunxin_p-800": {
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     "https://modelscope.cn/models/Inferact/Qwen3.8-2.4T-A95B-MXFP4|2026-08-14T12:42:20+00:00|Ascend_910-b3": {
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@@ -485,7 +485,7 @@
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@@ -493,7 +493,7 @@
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     "https://modelscope.cn/models/Inferact/Qwen3.8-2.4T-A95B-MXFP4|2026-08-14T12:42:20+00:00|Iluvatar_bi-150": {
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@@ -506,7 +506,7 @@
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     "https://modelscope.cn/models/Inferact/Qwen3.8-2.4T-A95B-MXFP4|2026-08-14T12:42:20+00:00|Iluvatar_mrv-100": {
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@@ -529,7 +529,7 @@
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+      "updatedAt": "2026-09-19T12:08:54.829966+00:00"
     },
     "https://modelscope.cn/models/yansongwei/UltraGen-train|2026-08-17T07:06:35+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-19T12:06:29.175158+00:00"
+      "updatedAt": "2026-09-19T12:08:54.974070+00:00"
     },
     "https://modelscope.cn/models/yobo2u/DeepSeek-V4-Flash-0731-A100|2026-08-19T19:48:39+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -6485,7 +6485,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-19T12:06:25.701808+00:00"
+      "updatedAt": "2026-09-19T12:08:51.909825+00:00"
     },
     "https://modelscope.cn/models/yobo2u/DeepSeek-V4-Flash-0731-A100|2026-08-19T19:48:39+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -6493,7 +6493,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-19T12:06:25.736646+00:00"
+      "updatedAt": "2026-09-19T12:08:51.969140+00:00"
     },
     "https://modelscope.cn/models/yobo2u/DeepSeek-V4-Flash-0731-A100|2026-08-19T19:48:39+00:00|Iluvatar_bi-150": {
       "taskTypes": [
@@ -6506,7 +6506,7 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-19T12:06:25.661835+00:00"
+      "updatedAt": "2026-09-19T12:08:51.860085+00:00"
     },
     "https://modelscope.cn/models/yobo2u/DeepSeek-V4-Flash-0731-A100|2026-08-19T19:48:39+00:00|Iluvatar_mrv-100": {
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@@ -6515,13 +6515,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-19T12:06:25.602150+00:00"
+      "updatedAt": "2026-09-19T12:08:51.815051+00:00"
     },
     "https://modelscope.cn/models/yobo2u/DeepSeek-V4-Flash-0731-A100|2026-08-19T19:48:39+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-19T12:06:25.797120+00:00"
+      "updatedAt": "2026-09-19T12:08:52.019120+00:00"
     },
     "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -6529,7 +6529,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-19T12:06:26.911797+00:00"
+      "updatedAt": "2026-09-19T12:08:52.910901+00:00"
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     "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -6537,7 +6537,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-19T12:06:26.943675+00:00"
+      "updatedAt": "2026-09-19T12:08:52.938115+00:00"
     },
     "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|Iluvatar_bi-150": {
       "taskTypes": [
@@ -6550,7 +6550,7 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-19T12:06:26.880467+00:00"
+      "updatedAt": "2026-09-19T12:08:52.874980+00:00"
     },
     "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6559,13 +6559,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-19T12:06:26.846625+00:00"
+      "updatedAt": "2026-09-19T12:08:52.836567+00:00"
     },
     "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-19T12:06:26.976692+00:00"
+      "updatedAt": "2026-09-19T12:08:52.970376+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6574,13 +6574,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-19T12:05:57.562614+00:00"
+      "updatedAt": "2026-09-19T12:08:36.497248+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-19T12:05:57.603303+00:00"
+      "updatedAt": "2026-09-19T12:08:36.527074+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -6588,7 +6588,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-19T12:06:26.625509+00:00"
+      "updatedAt": "2026-09-19T12:08:52.810412+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -6596,7 +6596,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-19T12:06:26.671311+00:00"
+      "updatedAt": "2026-09-19T12:08:52.844497+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Iluvatar_bi-150": {
       "taskTypes": [
@@ -6609,7 +6609,7 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-19T12:06:26.583964+00:00"
+      "updatedAt": "2026-09-19T12:08:52.777126+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6618,13 +6618,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-19T12:06:26.547341+00:00"
+      "updatedAt": "2026-09-19T12:08:52.745234+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-19T12:06:26.699789+00:00"
+      "updatedAt": "2026-09-19T12:08:52.881811+00:00"
     },
     "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -6632,7 +6632,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-19T12:06:31.776531+00:00"
+      "updatedAt": "2026-09-19T12:08:57.081956+00:00"
     },
     "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -6640,7 +6640,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-19T12:06:31.805045+00:00"
+      "updatedAt": "2026-09-19T12:08:57.110354+00:00"
     },
     "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Iluvatar_bi-150": {
       "taskTypes": [
@@ -6653,7 +6653,7 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-19T12:06:31.746366+00:00"
+      "updatedAt": "2026-09-19T12:08:57.052136+00:00"
     },
     "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6662,13 +6662,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-19T12:06:31.716678+00:00"
+      "updatedAt": "2026-09-19T12:08:57.023535+00:00"
     },
     "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-19T12:06:31.833954+00:00"
+      "updatedAt": "2026-09-19T12:08:57.138544+00:00"
     }
   },
   "taskTree": [
@@ -7351,6 +7351,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-19T12:04:53.349650+00:00",
+  "taskTreeUpdatedAt": "2026-09-19T12:07:44.810369+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json
index 3d12e99cc1..0b21f11854 100644
--- a/.modelhub_state/outcome_checkpoint.json
+++ b/.modelhub_state/outcome_checkpoint.json
@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-19T11:34:11.360358+00:00",
-  "lastSyncTime": "2026-09-19T11:34:11.086869+00:00",
+  "generatedAt": "2026-09-19T12:07:39.275024+00:00",
+  "lastSyncTime": "2026-09-19T12:07:39.227080+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -2440,9 +2440,9 @@
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       "MetaX_c-500|vllm|text-generation": {
         "attributableFailureCount": 63,
-        "decisionFailureRate": 0.759,
-        "decisionSuccessRate": 0.241,
-        "decisionTotal": 83,
+        "decisionFailureRate": 0.75,
+        "decisionSuccessRate": 0.25,
+        "decisionTotal": 84,
         "failureBreakdown": {
           "ambiguous_runtime": 11,
           "backend_operator": 30,
@@ -2453,16 +2453,16 @@
           "参数/模板问题": 9
         },
         "failureCount": 83,
-        "failureRate": 0.8058,
+        "failureRate": 0.7981,
         "framework": "vllm",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
-        "successCount": 20,
-        "successRate": 0.1942,
+        "successCount": 21,
+        "successRate": 0.2019,
         "targetGpu": "MetaX_c-500",
         "taskType": "text-generation",
-        "total": 103,
+        "total": 104,
         "unresolvedFailureCount": 20
       },
       "Mthreads_s4000|llamacpp|text-generation": {
@@ -2863,9 +2863,9 @@
       },
       "vllm": {
         "attributableFailureCount": 424,
-        "decisionFailureRate": 0.8742,
-        "decisionSuccessRate": 0.1258,
-        "decisionTotal": 485,
+        "decisionFailureRate": 0.8724,
+        "decisionSuccessRate": 0.1276,
+        "decisionTotal": 486,
         "failureBreakdown": {
           "ambiguous_runtime": 246,
           "backend_operator": 40,
@@ -2879,13 +2879,13 @@
           "参数/模板问题": 40
         },
         "failureCount": 712,
-        "failureRate": 0.9211,
+        "failureRate": 0.9199,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 2,
-        "successCount": 61,
-        "successRate": 0.0789,
-        "total": 773,
+        "successCount": 62,
+        "successRate": 0.0801,
+        "total": 774,
         "unresolvedFailureCount": 286
       },
       "vllm-mlu": {
@@ -2998,7 +2998,7 @@
         "unresolvedFailureCount": 18
       }
     },
-    "generatedAt": "2026-09-19T11:34:11.354088+00:00",
+    "generatedAt": "2026-09-19T12:07:39.256172+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 62,
@@ -3212,9 +3212,9 @@
       },
       "MetaX_c-500": {
         "attributableFailureCount": 63,
-        "decisionFailureRate": 0.6848,
-        "decisionSuccessRate": 0.3152,
-        "decisionTotal": 92,
+        "decisionFailureRate": 0.6774,
+        "decisionSuccessRate": 0.3226,
+        "decisionTotal": 93,
         "failureBreakdown": {
           "ambiguous_runtime": 11,
           "backend_operator": 30,
@@ -3226,13 +3226,13 @@
           "验证失败": 48
         },
         "failureCount": 141,
-        "failureRate": 0.8294,
+        "failureRate": 0.8246,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
-        "successCount": 29,
-        "successRate": 0.1706,
-        "total": 170,
+        "successCount": 30,
+        "successRate": 0.1754,
+        "total": 171,
         "unresolvedFailureCount": 78
       },
       "Mthreads_s4000": {
@@ -6504,7 +6504,7 @@
         "attributableFailureCount": 0,
         "decisionFailureRate": 0.0,
         "decisionSuccessRate": 1.0,
-        "decisionTotal": 5,
+        "decisionTotal": 6,
         "failureBreakdown": {},
         "failureCount": 0,
         "failureRate": 0.0,
@@ -6514,11 +6514,11 @@
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "quantizationMethod": "awq",
-        "successCount": 5,
+        "successCount": 6,
         "successRate": 1.0,
         "targetGpu": "MetaX_c-500",
         "taskType": "text-generation",
-        "total": 5,
+        "total": 6,
         "unresolvedFailureCount": 0
       },
       "MetaX_c-500|vllm|text-generation|llama|compressed-tensors": {
@@ -13541,6 +13541,28 @@
         "total": 1,
         "unresolvedFailureCount": 1
       },
+      "MetaX_c-500|vllm|text-generation|llama|awq|30": {
+        "attributableFailureCount": 0,
+        "decisionFailureRate": 0.0,
+        "decisionSuccessRate": 1.0,
+        "decisionTotal": 1,
+        "failureBreakdown": {},
+        "failureCount": 0,
+        "failureRate": 0.0,
+        "framework": "vllm",
+        "loadSizeLog2Bucket": 30,
+        "modelType": "llama",
+        "pendingCount": 0,
+        "pendingRate": 0.0,
+        "platformFailureCount": 0,
+        "quantizationMethod": "awq",
+        "successCount": 1,
+        "successRate": 1.0,
+        "targetGpu": "MetaX_c-500",
+        "taskType": "text-generation",
+        "total": 1,
+        "unresolvedFailureCount": 0
+      },
       "MetaX_c-500|vllm|text-generation|llama|awq|32": {
         "attributableFailureCount": 0,
         "decisionFailureRate": 0.0,
@@ -15638,13 +15660,13 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 2329,
-    "totalRecords": 2432,
+    "terminalRecords": 2330,
+    "totalRecords": 2433,
     "totals": {
       "attributableFailureCount": 762,
-      "decisionFailureRate": 0.822,
-      "decisionSuccessRate": 0.178,
-      "decisionTotal": 927,
+      "decisionFailureRate": 0.8211,
+      "decisionSuccessRate": 0.1789,
+      "decisionTotal": 928,
       "failureBreakdown": {
         "ambiguous_runtime": 585,
         "backend_operator": 55,
@@ -15659,17 +15681,17 @@
         "验证失败": 673
       },
       "failureCount": 2164,
-      "failureRate": 0.9292,
+      "failureRate": 0.9288,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 11,
-      "successCount": 165,
-      "successRate": 0.0708,
-      "total": 2329,
+      "successCount": 166,
+      "successRate": 0.0712,
+      "total": 2330,
       "unresolvedFailureCount": 1391
     },
     "warnings": [
-      "GPU Biren_166m 本地统计失败率偏高（≥50%），建议重点关注。",
+      "GPU Iluvatar_bi-150 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Ascend_910-b3 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Mthreads_s4000 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Cambricon_mlu-370-x8 本地统计失败率偏高（≥50%），建议重点关注。",
@@ -15680,7 +15702,7 @@
       "GPU Sunrise_pt-200-x1 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Iluvatar_mrv-100 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU MetaX_c-500 本地统计失败率偏高（≥50%），建议重点关注。",
-      "GPU Iluvatar_bi-150 本地统计失败率偏高（≥50%），建议重点关注。",
+      "GPU Biren_166m 本地统计失败率偏高（≥50%），建议重点关注。",
       "组合 MetaX_c-500|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Ascend_910-b4|vllm_tokenizer_patch|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Iluvatar_mrv-100|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -15705,6 +15727,6 @@
     ]
   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 2432,
+  "summarizedRecords": 2433,
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 48659ad9f6..21041452ae 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -946,6 +946,7 @@
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diff --git a/manifest.json b/manifest.json
index 8c4ab09f60..18965d76ae 100644
--- a/manifest.json
+++ b/manifest.json
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diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index eeb9796a7b..530ccc8f36 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -184,7 +184,6 @@
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@@ -497,8 +496,8 @@
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