diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 60c302ae08..7e8fe5e570 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1180,6 +1180,27 @@
       "targetGpu": "Cambricon_mlu-370-x8",
       "taskType": "text-generation"
     },
+    "hygon_k100-ai|vllm-patch-tokenizer|text-generation|model_type:gemma4": {
+      "architectureSignature": "model_type:gemma4",
+      "architectures": [],
+      "evidenceCount": 2,
+      "expiresAt": "2026-10-20T03:41:49.472121+00:00",
+      "framework": "vllm-patch-tokenizer",
+      "latestFailureAt": "2026-09-20T03:41:49.472121+00:00",
+      "latestSuccessfulAt": null,
+      "matchType": "model_type",
+      "modelType": "gemma4",
+      "sourceModelIds": [
+        "mlx-community/gemma-4-e2b-it-OptiQ-4bit",
+        "mlx-community/gemma-4-26B-A4B-it-qat-OptiQ-4bit"
+      ],
+      "sourceTaskIds": [
+        "4970033",
+        "4969662"
+      ],
+      "targetGpu": "hygon_k100-ai",
+      "taskType": "text-generation"
+    },
     "hygon_k100-ai|vllm-patch-tokenizer|text-generation|model_type:qwen3_5": {
       "architectureSignature": "model_type:qwen3_5",
       "architectures": [],
@@ -1322,17 +1343,19 @@
     "hygon_k100-ai|vllm|text-generation|model_type:qwen3_5": {
       "architectureSignature": "model_type:qwen3_5",
       "architectures": [],
-      "evidenceCount": 1,
-      "expiresAt": "2026-10-20T18:51:21+00:00",
+      "evidenceCount": 2,
+      "expiresAt": "2026-10-21T14:23:21+00:00",
       "framework": "vllm",
-      "latestFailureAt": "2026-09-20T18:51:21+00:00",
+      "latestFailureAt": "2026-09-21T14:23:21+00:00",
       "latestSuccessfulAt": null,
       "matchType": "model_type",
       "modelType": "qwen3_5",
       "sourceModelIds": [
+        "Youssofal/Qwen3.8-27B-MTPLX-Optimized-Quality",
         "logic65/Qwen3.8-Whittle-w50-18.3B-unrepaired"
       ],
       "sourceTaskIds": [
+        "4584252",
         "4523697"
       ],
       "targetGpu": "hygon_k100-ai",
@@ -2688,9 +2711,9 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-21T14:07:40.272519+00:00",
+  "generatedAt": "2026-09-21T14:32:59.203242+00:00",
   "summary": {
-    "activeBlockCount": 135,
+    "activeBlockCount": 136,
     "byGpuFramework": {
       "Ascend_910-b3|vllm": 13,
       "Ascend_910-b3|vllm_tokenizer_patch": 5,
@@ -2713,7 +2736,7 @@
       "Vastai_va16|vllm": 16,
       "Vastai_va16|vllm_fix_tokenizer": 3,
       "hygon_k100-ai|vllm": 10,
-      "hygon_k100-ai|vllm-patch-tokenizer": 3
+      "hygon_k100-ai|vllm-patch-tokenizer": 4
     },
     "ttlDays": 30
   }
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 60007ffa77..3f42fe3bc5 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -434,7 +434,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-21T14:30:22.515438+00:00",
+  "generatedAt": "2026-09-21T14:39:07.919682+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index bd698634a1..5bcfce617c 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-21T14:30:22.515438+00:00",
+  "catalogUpdatedAt": "2026-09-21T14:39:07.919682+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-09-21T14:31:54.834333+00:00",
+  "generatedAt": "2026-09-21T14:48:00.387651+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -150,6 +150,113 @@
     }
   },
   "modelGpuTaskTypes": {
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-21T14:44:01.505199+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-21T14:44:00.663910+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T14:43:56.956753+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T14:43:57.014106+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-21T14:43:57.732156+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T14:43:57.187255+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T14:43:57.832357+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T14:43:57.953921+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T14:43:57.143416+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-21T14:43:57.798259+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T14:43:57.690883+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T14:43:57.070112+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-21T14:43:57.873996+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T14:43:57.104495+00:00"
+    },
     "https://modelscope.cn/models/BAAI/AquilaMed-RL|2026-08-24T22:55:11+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -161,14 +268,14 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-21T14:16:11.594912+00:00"
+      "updatedAt": "2026-09-21T14:45:54.240123+00:00"
     },
     "https://modelscope.cn/models/BAAI/AquilaMed-RL|2026-08-24T22:55:11+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-21T14:16:06.457069+00:00"
+      "updatedAt": "2026-09-21T14:45:48.589435+00:00"
     },
     "https://modelscope.cn/models/BAAI/AquilaMed-RL|2026-08-24T22:55:11+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -176,88 +283,265 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-21T14:16:06.493520+00:00"
+      "updatedAt": "2026-09-21T14:45:48.620351+00:00"
     },
-    "https://modelscope.cn/models/BAAI/RoboBrain2.5-8B-MT|2026-09-16T16:39:48+00:00|Ascend_910-b3": {
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-      "updatedAt": "2026-09-21T14:31:18.170051+00:00"
-    },
-    "https://modelscope.cn/models/BAAI/RoboBrain2.5-8B-MT|2026-09-16T16:39:48+00:00|Ascend_910-b4": {
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-        "text-generation"
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-      "updatedAt": "2026-09-21T14:31:18.199738+00:00"
-    },
-    "https://modelscope.cn/models/BAAI/RoboBrain2.5-8B-MT|2026-09-16T16:39:48+00:00|Iluvatar_bi-150": {
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-      "updatedAt": "2026-09-21T14:31:24.160944+00:00"
-    },
-    "https://modelscope.cn/models/BAAI/RoboBrain2.5-8B-MT|2026-09-16T16:39:48+00:00|Mthreads_s4000": {
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-    },
-    "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|Ascend_910-b3": {
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Ascend_910-b3": {
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-21T14:31:08.319208+00:00"
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     },
-    "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|Ascend_910-b4": {
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Ascend_910-b4": {
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         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-21T14:31:08.349932+00:00"
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     },
-    "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|MetaX_c-500": {
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T14:43:56.853766+00:00"
+    },
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
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+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T14:43:56.887290+00:00"
+    },
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|MetaX_c-500": {
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         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-21T14:31:14.818226+00:00"
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     },
-    "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|Mthreads_s4000": {
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         "visual-multi-modal"
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-    },
-    "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|hygon_k100-ai": {
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-21T14:31:08.412297+00:00"
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+    },
+    "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-09-21T14:44:42.646145+00:00"
+    },
+    "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-21T14:44:43.447883+00:00"
+    },
+    "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
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+      "updatedAt": "2026-09-21T14:44:43.476693+00:00"
+    },
+    "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|MetaX_c-500": {
+      "taskTypes": [
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+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T14:44:43.417124+00:00"
+    },
+    "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|hygon_k100-ai": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T14:44:42.677116+00:00"
+    },
+    "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V2-GGUF|2026-08-28T04:43:27+00:00|Biren_166m": {
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+      "updatedAt": "2026-09-21T14:44:44.597206+00:00"
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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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-      "updatedAt": "2026-09-21T14:15:05.026205+00:00"
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-    "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V2-GGUF|2026-08-28T04:43:27+00:00|Sunrise_pt-200-x1": {
+    "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V2-GGUF|2026-08-28T04:43:27+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T14:44:44.565314+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Biren_166m": {
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         "text-generation"
       ],
-      "updatedAt": "2026-09-21T14:15:04.993366+00:00"
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+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T14:43:47.080372+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T14:43:47.183438+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Kunlunxin_p-800": {
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+      ],
+      "updatedAt": "2026-09-21T14:43:47.050091+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|MetaX_c-500": {
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+        "text-generation",
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+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Vastai_va16": {
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+      "updatedAt": "2026-09-21T14:43:47.151107+00:00"
+    },
+    "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
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+      "updatedAt": "2026-09-21T14:43:49.858020+00:00"
+    },
+    "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-21T14:43:56.958247+00:00"
     }
   },
   "taskTree": [
@@ -6580,6 +6627,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-21T14:30:22.515438+00:00",
+  "taskTreeUpdatedAt": "2026-09-21T14:39:07.919682+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json
index 46a181966d..a16e9ae17a 100644
--- a/.modelhub_state/outcome_checkpoint.json
+++ b/.modelhub_state/outcome_checkpoint.json
@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-21T14:04:19.981384+00:00",
-  "lastSyncTime": "2026-09-21T14:04:19.915587+00:00",
+  "generatedAt": "2026-09-21T14:39:07.844489+00:00",
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@@ -1184,6 +1184,27 @@
         "targetGpu": "Cambricon_mlu-370-x8",
         "taskType": "text-generation"
       },
+      "hygon_k100-ai|vllm-patch-tokenizer|text-generation|model_type:gemma4": {
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@@ -1326,17 +1347,19 @@
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         "sourceModelIds": [
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@@ -2693,7 +2716,7 @@
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@@ -5073,9 +5096,9 @@
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@@ -5085,8 +5108,8 @@
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@@ -5160,19 +5183,19 @@
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@@ -5412,27 +5435,27 @@
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@@ -5519,7 +5542,7 @@
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@@ -5529,15 +5552,15 @@
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@@ -5895,35 +5918,35 @@
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@@ -5943,7 +5966,7 @@
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@@ -5995,9 +6018,9 @@
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@@ -15529,6 +15552,29 @@
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@@ -15598,6 +15644,29 @@
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@@ -15693,6 +15762,29 @@
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@@ -15947,6 +16039,29 @@
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@@ -16111,31 +16226,6 @@
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@@ -16315,8 +16405,8 @@
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@@ -34393,6 +34532,54 @@
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@@ -34563,6 +34750,30 @@
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@@ -34900,6 +35111,30 @@
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diff --git a/.modelhub_state/queue_cleanup_latest.json b/.modelhub_state/queue_cleanup_latest.json
index 4623ce06fd..a1407fb325 100644
--- a/.modelhub_state/queue_cleanup_latest.json
+++ b/.modelhub_state/queue_cleanup_latest.json
@@ -14,13 +14,13 @@
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@@ -38,6 +38,11 @@
       "vllm_fix_tokenizer",
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@@ -48,6 +53,12 @@
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@@ -56,11 +67,19 @@
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@@ -70,30 +89,76 @@
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+      "reason": "known_framework_architecture_incompatible",
+      "status": "waiting",
+      "taskId": 4969671,
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@@ -120,47 +185,95 @@
     "z-lab/Qwen3.8-27B-DFlash2-GGUF": "HttpJsonError: HTTP request failed for https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF/resolve/master/config.json (status=500)"
   },
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-  "architectureOnly": true,
+  "architectureOnly": false,
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     "frameworkContextUnknown": 64,
     "modelArchitectureUnknown": 133,
-    "noMatchingBlock": 988,
+    "noMatchingBlock": 982,
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     "runningMatchedProtected": 0,
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     "submissionContextUnknown": 0
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   "cancelledTasks": [
     {
-      "accountIndex": 10,
-      "architectureBlockEvidenceCount": 1,
-      "architectureBlockExpiresAt": "2026-10-20T03:46:29.643802+00:00",
+      "accountIndex": 8,
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       "architectureMatchScope": "exact_framework",
       "architectureMatchType": "model_type",
-      "architectureSignature": "model_type:muse_glimmer",
+      "architectureSignature": "model_type:gemma4",
       "architectureSignatures": [
-        "model_type:muse_glimmer"
+        "model_type:gemma4"
       ],
       "cleanupReasons": [
         "known_framework_architecture_incompatible"
       ],
       "evaluatedFrameworks": [
-        "vllm_tokenizer_patch"
+        "vllm-patch-tokenizer"
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-      "framework": "vllm_tokenizer_patch",
-      "gpuType": "Kunlunxin_p-800",
-      "modelId": "ddalcu/Muse-Glimmer-30B-MLX-Serve-8bit",
+      "framework": "vllm-patch-tokenizer",
+      "gpuType": "hygon_k100-ai",
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-      "taskId": 4995892,
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+      "architectureMatchScope": "exact_framework",
+      "architectureMatchType": "model_type",
+      "architectureSignature": "model_type:gemma4",
+      "architectureSignatures": [
+        "model_type:gemma4"
+      ],
+      "cleanupReasons": [
+        "known_framework_architecture_incompatible"
+      ],
+      "evaluatedFrameworks": [
+        "vllm-patch-tokenizer"
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+      "framework": "vllm-patch-tokenizer",
+      "gpuType": "hygon_k100-ai",
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+      "status": "waiting",
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+      "architectureMatchScope": "exact_framework",
+      "architectureMatchType": "model_type",
+      "architectureSignature": "model_type:gemma4",
+      "architectureSignatures": [
+        "model_type:gemma4"
+      ],
+      "cleanupReasons": [
+        "known_framework_architecture_incompatible"
+      ],
+      "evaluatedFrameworks": [
+        "vllm-patch-tokenizer"
+      ],
+      "framework": "vllm-patch-tokenizer",
+      "gpuType": "hygon_k100-ai",
+      "modelId": "mlx-community/gemma-4-31B-it-qat-OptiQ-4bit",
+      "reason": "known_framework_architecture_incompatible",
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+      "taskId": 4969671,
       "taskType": "text-generation"
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   ],
   "certainOomCount": 0,
   "certainOomTasks": [],
-  "cleanupCandidateCount": 1,
+  "cleanupCandidateCount": 3,
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   "modelAgeErrors": {},
@@ -185,17 +298,19 @@
   ],
   "oldOverflowCount": 0,
   "oldOverflowTasks": [],
-  "policyCancelledRecorded": 1,
+  "policyCancelledRecorded": 3,
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   "policyNoLongerAppliesTasks": [],
   "recentModelDays": 7,
   "recentModelReserveSlots": 5,
-  "repositorySizeErrors": {},
-  "repositorySizesComplete": 0,
+  "repositorySizeErrors": {
+    "empero-ai/Qwen3.8-9B-GGUF": "recursive_repository_size_incomplete"
+  },
+  "repositorySizesComplete": 347,
   "skipped": {
-    "fitsKnownCapacity": 0,
+    "fitsKnownCapacity": 1136,
     "gpuCapacityUnknown": 0,
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+    "repositorySizeUnknown": 2
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diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl
index 91811e2bf9..d5b0b8b76f 100644
--- a/.modelhub_state/recent_outcomes.jsonl
+++ b/.modelhub_state/recent_outcomes.jsonl
@@ -1,3 +1,4 @@
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 {"failReason": "framework_architecture_unsupported", "failureAction": "block_gpu_framework_architecture", "failureCategory": "framework_architecture_unsupported", "failureClassificationReason": "explicit_framework_model_unsupported", "failureCode": "MODEL_NOT_SUPPORTED", "failureDetectedFramework": "vllm", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5"], "framework": "vllm", "lastSyncTime": "2026-09-21T10:33:30.477558+00:00", "modelId": "Youssofal/Qwen3.8-27B-MTPLX-Optimized-Quality-FP16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-21T10:15:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4582656", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-09-21T09:54:21.980346+00:00", "modelId": "mlx-community/gemma-4-e4b-it-OptiQ-4bit", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-21T09:52:44+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4969634", "taskType": "text-generation", "verifyResult": null}
@@ -249,6 +250,7 @@
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@@ -285,16 +287,14 @@
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 9c65a7d692..70be91c221 100644
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diff --git a/manifest.json b/manifest.json
index b56dd28b06..034208fc0f 100644
--- a/manifest.json
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diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index 8528fe493d..0c8489dd6c 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -131,7 +131,6 @@
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