diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index abee4ec8df..6e3cc75c6c 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -166,6 +166,27 @@
       "targetGpu": "Ascend_910-b3",
       "taskType": "text-generation"
     },
+    "ascend_910-b3|vllm|text-generation|model_type:gemma4": {
+      "architectureSignature": "model_type:gemma4",
+      "architectures": [],
+      "evidenceCount": 2,
+      "expiresAt": "2026-10-20T03:09:18.043058+00:00",
+      "framework": "vllm",
+      "latestFailureAt": "2026-09-20T03:09:18.043058+00:00",
+      "latestSuccessfulAt": null,
+      "matchType": "model_type",
+      "modelType": "gemma4",
+      "sourceModelIds": [
+        "mlx-community/gemma-4-26B-A4B-it-qat-OptiQ-4bit",
+        "mlx-community/gemma-4-31B-it-qat-OptiQ-4bit"
+      ],
+      "sourceTaskIds": [
+        "4969336",
+        "4969334"
+      ],
+      "targetGpu": "Ascend_910-b3",
+      "taskType": "text-generation"
+    },
     "ascend_910-b3|vllm|text-generation|model_type:glm_ocr": {
       "architectureSignature": "model_type:glm_ocr",
       "architectures": [],
@@ -330,6 +351,25 @@
       "targetGpu": "Ascend_910-b3",
       "taskType": "text-generation"
     },
+    "ascend_910-b3|vllm|text-generation|model_type:zaya": {
+      "architectureSignature": "model_type:zaya",
+      "architectures": [],
+      "evidenceCount": 1,
+      "expiresAt": "2026-10-20T03:09:18.038960+00:00",
+      "framework": "vllm",
+      "latestFailureAt": "2026-09-20T03:09:18.038960+00:00",
+      "latestSuccessfulAt": null,
+      "matchType": "model_type",
+      "modelType": "zaya",
+      "sourceModelIds": [
+        "JANGQ-AI/Osaurus-AppleScript-8B-JANG_6M"
+      ],
+      "sourceTaskIds": [
+        "4969337"
+      ],
+      "targetGpu": "Ascend_910-b3",
+      "taskType": "text-generation"
+    },
     "ascend_910-b4|vllm_tokenizer_patch|text-generation|model_type:gemma4": {
       "architectureSignature": "model_type:gemma4",
       "architectures": [],
@@ -516,7 +556,7 @@
     "ascend_910-b4|vllm|text-generation|model_type:qwen3_5": {
       "architectureSignature": "model_type:qwen3_5",
       "architectures": [],
-      "evidenceCount": 4,
+      "evidenceCount": 3,
       "expiresAt": "2026-10-17T03:21:21+00:00",
       "framework": "vllm",
       "latestFailureAt": "2026-09-17T03:21:21+00:00",
@@ -526,14 +566,12 @@
       "sourceModelIds": [
         "r0b0tlab/Qwen3.8-27B-NVFP4-MTP-sm121",
         "ornith-ai/Ornith-1.5-9B-MLX-8bit",
-        "cyankiwi/Ornith-1.5-9B-AWQ-INT4",
-        "Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B"
+        "cyankiwi/Ornith-1.5-9B-AWQ-INT4"
       ],
       "sourceTaskIds": [
         "4610340",
         "4610335",
-        "4610341",
-        "4610339"
+        "4610341"
       ],
       "targetGpu": "Ascend_910-b4",
       "taskType": "text-generation"
@@ -2365,11 +2403,11 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-21T01:35:46.045623+00:00",
+  "generatedAt": "2026-09-21T01:52:39.854280+00:00",
   "summary": {
-    "activeBlockCount": 116,
+    "activeBlockCount": 118,
     "byGpuFramework": {
-      "Ascend_910-b3|vllm": 11,
+      "Ascend_910-b3|vllm": 13,
       "Ascend_910-b3|vllm_tokenizer_patch": 5,
       "Ascend_910-b4|vllm": 12,
       "Ascend_910-b4|vllm_tokenizer_patch": 3,
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 044875f22e..f2b5174478 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -425,7 +425,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-21T01:51:37.145432+00:00",
+  "generatedAt": "2026-09-21T01:52:51.629470+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index b1117d3e38..97c2b6d31a 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-21T01:51:37.145432+00:00",
+  "catalogUpdatedAt": "2026-09-21T01:52:51.629470+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-09-21T01:51:37.145432+00:00",
+  "generatedAt": "2026-09-21T01:54:15.003392+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -150,33 +150,112 @@
     }
   },
   "modelGpuTaskTypes": {
-    "https://modelscope.cn/models/Arain119/Sophia|2026-09-20T15:32:35+00:00|Ascend_910-b4": {
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-21T01:53:17.960888+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": "2026-09-21T01:53:17.873253+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": "2026-09-21T01:50:15.388849+00:00"
+      "updatedAt": "2026-09-21T01:53:15.308359+00:00"
     },
-    "https://modelscope.cn/models/Arain119/Sophia|2026-09-20T15:32:35+00:00|Mthreads_s4000": {
+    "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": "2026-09-21T01:53:15.188365+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-21T01:53:15.266487+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": "2026-09-21T01:53:15.389779+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": "2026-09-21T01:53:16.428164+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": "2026-09-21T01:53:15.350682+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": "2026-09-21T01:53:16.333769+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": "2026-09-21T01:53:16.372640+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": "2026-09-21T01:50:15.426611+00:00"
+      "updatedAt": "2026-09-21T01:53:15.232123+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-21T01:53:16.505732+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": "2026-09-21T01:53:16.473940+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": "2026-09-21T01:37:17.636739+00:00"
+      "updatedAt": "2026-09-21T01:53:53.850814+00:00"
     },
     "https://modelscope.cn/models/BAAI/AquilaMed-RL|2026-08-24T22:55:11+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-21T01:37:18.648736+00:00"
+      "updatedAt": "2026-09-21T01:53:54.898703+00:00"
     },
     "https://modelscope.cn/models/BAAI/AquilaMed-RL|2026-08-24T22:55:11+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -184,50 +263,36 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-21T01:37:18.618347+00:00"
+      "updatedAt": "2026-09-21T01:53:54.866387+00:00"
     },
-    "https://modelscope.cn/models/BAAI/RoboBrain2.5-8B-MT|2026-09-16T16:39:48+00:00|Ascend_910-b4": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-09-21T01:50:24.953741+00:00"
-    },
-    "https://modelscope.cn/models/BAAI/RoboBrain2.5-8B-MT|2026-09-16T16:39:48+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-09-21T01:50:24.986892+00:00"
-    },
-    "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": {
       "taskTypes": [
         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-21T01:50:23.800733+00:00"
+      "updatedAt": "2026-09-21T01:53:15.004045+00:00"
     },
-    "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-09-21T01:50:24.647315+00:00"
-    },
-    "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-09-21T01:50:23.769080+00:00"
-    },
-    "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|hygon_k100-ai": {
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-21T01:50:24.678004+00:00"
+      "updatedAt": "2026-09-21T01:53:14.905445+00:00"
+    },
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-21T01:53:14.974256+00:00"
+    },
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T01:53:14.942999+00:00"
     },
     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -235,19 +300,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-21T01:36:48.711767+00:00"
+      "updatedAt": "2026-09-21T01:53:25.080466+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": "2026-09-21T01:36:48.742444+00:00"
+      "updatedAt": "2026-09-21T01:53:25.048192+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"
       ],
-      "updatedAt": "2026-09-21T01:36:48.947998+00:00"
+      "updatedAt": "2026-09-21T01:53:25.307616+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": [
@@ -255,13 +320,13 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-21T01:36:48.985034+00:00"
+      "updatedAt": "2026-09-21T01:53:25.337327+00:00"
     },
     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-21T01:36:49.069164+00:00"
+      "updatedAt": "2026-09-21T01:53:25.397370+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": [
@@ -269,19 +334,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-21T01:36:49.020203+00:00"
+      "updatedAt": "2026-09-21T01:53:25.367572+00:00"
     },
     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V2-GGUF|2026-08-28T04:43:27+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-21T01:37:06.614651+00:00"
+      "updatedAt": "2026-09-21T01:53:42.622683+00:00"
     },
     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V2-GGUF|2026-08-28T04:43:27+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-21T01:37:06.890687+00:00"
+      "updatedAt": "2026-09-21T01:53:42.875353+00:00"
     },
     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V2-GGUF|2026-08-28T04:43:27+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -289,13 +354,95 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-21T01:37:06.921226+00:00"
+      "updatedAt": "2026-09-21T01:53:42.907628+00:00"
     },
     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V2-GGUF|2026-08-28T04:43:27+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-21T01:37:06.956540+00:00"
+      "updatedAt": "2026-09-21T01:53:42.942376+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T01:53:13.083930+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T01:53:12.957997+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-21T01:53:13.024557+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T01:53:13.158524+00:00"
+    },
+    "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": "2026-09-21T01:53:13.458391+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T01:53:13.126643+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-21T01:53:13.392355+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-21T01:53:13.424566+00:00"
+    },
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@@ -5298,120 +5343,38 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-09-21T01:37:06.569099+00:00"
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     "https://modelscope.cn/models/whcl412/mlx-LycheeAI-coder-1.7b|2026-08-28T05:30:04+00:00|Biren_166m": {
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         "text-generation"
       ],
-      "updatedAt": "2026-09-21T01:37:06.605832+00:00"
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     "https://modelscope.cn/models/whcl412/mlx-LycheeAI-coder-1.7b|2026-08-28T05:30:04+00:00|Mthreads_s4000": {
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         "text-generation",
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-      "updatedAt": "2026-09-21T01:37:06.529449+00:00"
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     "https://modelscope.cn/models/woshiaxie/Qwen3.8-27B-Abliterated-GGUF|2026-08-25T03:40:05+00:00|Kunlunxin_p-800": {
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-    "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Ascend_910-b4": {
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-    "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Biren_166m": {
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-    "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Mthreads_s4000": {
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-    "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Sunrise_pt-200-x1": {
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-    "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-09-21T01:50:18.497185+00:00"
+      "updatedAt": "2026-09-21T01:53:53.881287+00:00"
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     "https://modelscope.cn/models/ysqlian/YZH_Model|2026-08-29T05:55:46+00:00|hygon_k100-ai": {
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         "text-generation"
       ],
-      "updatedAt": "2026-09-21T01:36:46.281617+00:00"
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         "text-generation"
       ],
-      "updatedAt": "2026-09-21T01:37:15.303916+00:00"
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Cambricon_mlu-370-x4": {
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@@ -5419,7 +5382,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-21T01:37:15.337632+00:00"
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@@ -5427,7 +5390,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-21T01:37:15.706253+00:00"
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Iluvatar_mrv-100": {
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@@ -5436,13 +5399,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-21T01:37:15.381120+00:00"
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Kunlunxin_p-800": {
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         "text-generation"
       ],
-      "updatedAt": "2026-09-21T01:37:15.631178+00:00"
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     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|MetaX_c-500": {
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@@ -5450,13 +5413,25 @@
         "text-generation",
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-      "updatedAt": "2026-09-21T01:37:15.667042+00:00"
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-21T01:37:15.740009+00:00"
+      "updatedAt": "2026-09-21T01:53:52.140048+00:00"
+    },
+    "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-21T01:53:14.511295+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": "2026-09-21T01:53:15.348311+00:00"
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   },
   "taskTree": [
@@ -6139,6 +6114,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-21T01:51:37.145432+00:00",
+  "taskTreeUpdatedAt": "2026-09-21T01:52:51.629470+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json
index 2c71f6b8c4..f7d82aa30c 100644
--- a/.modelhub_state/outcome_checkpoint.json
+++ b/.modelhub_state/outcome_checkpoint.json
@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-21T01:35:58.987790+00:00",
-  "lastSyncTime": "2026-09-21T01:35:58.922025+00:00",
+  "generatedAt": "2026-09-21T01:52:51.540759+00:00",
+  "lastSyncTime": "2026-09-21T01:52:51.437701+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -170,6 +170,27 @@
         "targetGpu": "Ascend_910-b3",
         "taskType": "text-generation"
       },
+      "ascend_910-b3|vllm|text-generation|model_type:gemma4": {
+        "architectureSignature": "model_type:gemma4",
+        "architectures": [],
+        "evidenceCount": 2,
+        "expiresAt": "2026-10-20T03:09:18.043058+00:00",
+        "framework": "vllm",
+        "latestFailureAt": "2026-09-20T03:09:18.043058+00:00",
+        "latestSuccessfulAt": null,
+        "matchType": "model_type",
+        "modelType": "gemma4",
+        "sourceModelIds": [
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+          "mlx-community/gemma-4-31B-it-qat-OptiQ-4bit"
+        ],
+        "sourceTaskIds": [
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+          "4969334"
+        ],
+        "targetGpu": "Ascend_910-b3",
+        "taskType": "text-generation"
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         "architectures": [],
@@ -334,6 +355,25 @@
         "targetGpu": "Ascend_910-b3",
         "taskType": "text-generation"
       },
+      "ascend_910-b3|vllm|text-generation|model_type:zaya": {
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+        "architectures": [],
+        "evidenceCount": 1,
+        "expiresAt": "2026-10-20T03:09:18.038960+00:00",
+        "framework": "vllm",
+        "latestFailureAt": "2026-09-20T03:09:18.038960+00:00",
+        "latestSuccessfulAt": null,
+        "matchType": "model_type",
+        "modelType": "zaya",
+        "sourceModelIds": [
+          "JANGQ-AI/Osaurus-AppleScript-8B-JANG_6M"
+        ],
+        "sourceTaskIds": [
+          "4969337"
+        ],
+        "targetGpu": "Ascend_910-b3",
+        "taskType": "text-generation"
+      },
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@@ -520,7 +560,7 @@
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@@ -530,14 +570,12 @@
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           "ornith-ai/Ornith-1.5-9B-MLX-8bit",
-          "cyankiwi/Ornith-1.5-9B-AWQ-INT4",
-          "Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B"
+          "cyankiwi/Ornith-1.5-9B-AWQ-INT4"
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         "sourceTaskIds": [
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-          "4610339"
+          "4610341"
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         "targetGpu": "Ascend_910-b4",
         "taskType": "text-generation"
@@ -2370,9 +2408,9 @@
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+      "activeBlockCount": 118,
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@@ -2510,28 +2548,28 @@
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-        "decisionFailureRate": 0.8472,
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+        "attributableFailureCount": 64,
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-        "failureRate": 0.9141,
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@@ -3892,26 +3930,26 @@
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@@ -4808,13 +4846,13 @@
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@@ -4824,8 +4862,8 @@
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@@ -4979,17 +5017,17 @@
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-        "decisionFailureRate": 0.9768,
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           "attention_backend": 1,
           "backend_operator": 84,
           "context_length": 161,
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+          "framework_architecture_unsupported": 1280,
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@@ -4998,14 +5036,14 @@
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@@ -5055,21 +5093,21 @@
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@@ -5144,16 +5182,16 @@
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       }
     },
-    "generatedAt": "2026-09-21T01:35:58.975259+00:00",
+    "generatedAt": "2026-09-21T01:52:51.491941+00:00",
     "gpuSummaries": {
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-        "attributableFailureCount": 87,
-        "decisionFailureRate": 0.8208,
-        "decisionSuccessRate": 0.1792,
-        "decisionTotal": 106,
+        "attributableFailureCount": 90,
+        "decisionFailureRate": 0.8257,
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         "failureBreakdown": {
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           "repository_structure": 1,
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@@ -5161,14 +5199,14 @@
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           "验证失败": 27
         },
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         "successCount": 19,
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+        "successRate": 0.0802,
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@@ -5337,16 +5375,16 @@
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       "Iluvatar_mrv-100": {
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-        "decisionFailureRate": 0.8471,
-        "decisionSuccessRate": 0.1529,
-        "decisionTotal": 1138,
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+        "decisionFailureRate": 0.8472,
+        "decisionSuccessRate": 0.1528,
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           "backend_operator": 1,
           "context_length": 77,
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@@ -5357,14 +5395,14 @@
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diff --git a/.modelhub_state/queue_cleanup_latest.json b/.modelhub_state/queue_cleanup_latest.json
index 044ad0b62b..23bd4dc987 100644
--- a/.modelhub_state/queue_cleanup_latest.json
+++ b/.modelhub_state/queue_cleanup_latest.json
@@ -14,13 +14,13 @@
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@@ -67,27 +67,48 @@
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-  "cancelledCount": 1,
+  "cancelledCount": 2,
   "cancelledTasks": [
     {
-      "accountIndex": 1,
-      "architectureBlockEvidenceCount": 1,
-      "architectureBlockExpiresAt": "2026-10-20T02:52:52.152592+00:00",
+      "accountIndex": 6,
+      "architectureBlockEvidenceCount": 2,
+      "architectureBlockExpiresAt": "2026-10-20T03:09:18.043058+00:00",
       "architectureMatchScope": "exact_framework",
       "architectureMatchType": "model_type",
-      "architectureSignature": "model_type:nemotron_h",
+      "architectureSignature": "model_type:gemma4",
       "architectureSignatures": [
-        "model_type:nemotron_h"
+        "model_type:gemma4"
       ],
       "cleanupReasons": [
         "known_framework_architecture_incompatible"
@@ -144,17 +165,41 @@
         "vllm"
       ],
       "framework": "vllm",
-      "gpuType": "Cambricon_mlu-370-x4",
-      "modelId": "nv-community/NVIDIA-Nemotron-3-Nano-30B-A3B-NVFP4",
+      "gpuType": "Ascend_910-b3",
+      "modelId": "mlx-community/gemma-4-e2b-it-OptiQ-4bit",
       "reason": "known_framework_architecture_incompatible",
       "status": "waiting",
-      "taskId": 4969372,
+      "taskId": 4969630,
+      "taskType": "text-generation"
+    },
+    {
+      "accountIndex": 12,
+      "architectureBlockEvidenceCount": 2,
+      "architectureBlockExpiresAt": "2026-10-20T03:09:18.043058+00:00",
+      "architectureMatchScope": "exact_framework",
+      "architectureMatchType": "model_type",
+      "architectureSignature": "model_type:gemma4",
+      "architectureSignatures": [
+        "model_type:gemma4"
+      ],
+      "cleanupReasons": [
+        "known_framework_architecture_incompatible"
+      ],
+      "evaluatedFrameworks": [
+        "vllm"
+      ],
+      "framework": "vllm",
+      "gpuType": "Ascend_910-b3",
+      "modelId": "mlx-community/gemma-4-e4b-it-OptiQ-4bit",
+      "reason": "known_framework_architecture_incompatible",
+      "status": "waiting",
+      "taskId": 4969634,
       "taskType": "text-generation"
     }
   ],
   "certainOomCount": 0,
   "certainOomTasks": [],
-  "cleanupCandidateCount": 1,
+  "cleanupCandidateCount": 2,
   "dryRun": false,
   "listingErrors": {},
   "modelAgeErrors": {},
@@ -179,7 +224,7 @@
   ],
   "oldOverflowCount": 0,
   "oldOverflowTasks": [],
-  "policyCancelledRecorded": 1,
+  "policyCancelledRecorded": 2,
   "policyNoLongerAppliesCount": 0,
   "policyNoLongerAppliesTasks": [],
   "recentModelDays": 7,
diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl
index 9d55a3bd1f..0ca8aa9192 100644
--- a/.modelhub_state/recent_outcomes.jsonl
+++ b/.modelhub_state/recent_outcomes.jsonl
@@ -138,6 +138,7 @@
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@@ -165,6 +166,9 @@
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@@ -294,7 +298,3 @@
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index f85de3fce9..418dc2462c 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
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diff --git a/manifest.json b/manifest.json
index ea7ca1a4b9..9c5081d860 100644
--- a/manifest.json
+++ b/manifest.json
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diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index 05befb396d..b283c38b5c 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -137,7 +137,6 @@
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