diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 6bc209a67..144032710 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1937,7 +1937,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-20T15:00:48.858752+00:00",
+  "generatedAt": "2026-09-20T15:04:23.054828+00:00",
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     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index cd25d656b..04bef302a 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -425,7 +425,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-20T15:03:11.540575+00:00",
+  "generatedAt": "2026-09-20T15:04:29.224150+00:00",
   "gpuStats": {
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       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index db6cc73d7..626c81e21 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-20T15:03:11.540575+00:00",
+  "catalogUpdatedAt": "2026-09-20T15:04:29.224150+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-09-20T15:03:16.824400+00:00",
+  "generatedAt": "2026-09-20T15:06:00.130362+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -150,20 +150,106 @@
     }
   },
   "modelGpuTaskTypes": {
-    "https://modelscope.cn/models/Arain119/Sophia|2026-09-19T12:07:43+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": "2026-09-20T15:04:57.968186+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": "2026-09-20T15:04:57.873118+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b3": {
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-20T14:46:34.554677+00:00"
+      "updatedAt": "2026-09-20T15:04:55.270393+00:00"
     },
-    "https://modelscope.cn/models/Arain119/Sophia|2026-09-19T12:07:43+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": "2026-09-20T15:04:55.209594+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:04:56.249999+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": "2026-09-20T15:04:56.322225+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": "2026-09-20T15:04:56.289546+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": "2026-09-20T15:04:56.375565+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": "2026-09-20T15:04:55.241175+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": "2026-09-20T15:04:55.363648+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": "2026-09-20T15:04:55.335025+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Mthreads_s4000": {
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         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-20T14:46:34.586047+00:00"
+      "updatedAt": "2026-09-20T15:04:55.304435+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": "2026-09-20T15:04:56.411398+00:00"
     },
     "https://modelscope.cn/models/BAAI/AquilaMed-RL|2026-08-24T22:55:11+00:00|Cambricon_mlu-370-x8": {
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@@ -171,7 +257,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-20T14:37:17.579440+00:00"
+      "updatedAt": "2026-09-20T15:05:36.038600+00:00"
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     "https://modelscope.cn/models/BAAI/AquilaMed-RL|2026-08-24T22:55:11+00:00|Iluvatar_bi-150": {
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@@ -184,65 +270,99 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-20T14:37:17.611989+00:00"
+      "updatedAt": "2026-09-20T15:05:36.071331+00:00"
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     "https://modelscope.cn/models/BAAI/AquilaMed-RL|2026-08-24T22:55:11+00:00|Mthreads_s4000": {
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         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-20T14:37:16.529046+00:00"
+      "updatedAt": "2026-09-20T15:05:34.897593+00:00"
     },
-    "https://modelscope.cn/models/BAAI/RoboBrain2.5-8B-MT|2026-09-16T16:39:48+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": "2026-09-20T15:04:54.655059+00:00"
+    },
+    "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": "2026-09-20T15:04:54.621049+00:00"
+    },
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Biren_166m": {
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       ],
-      "updatedAt": "2026-09-20T14:46:38.914109+00:00"
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     },
-    "https://modelscope.cn/models/BAAI/RoboBrain2.5-8B-MT|2026-09-16T16:39:48+00:00|Mthreads_s4000": {
+    "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": "2026-09-20T15:04:54.697002+00:00"
+    },
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T15:04:55.519424+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": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T15:05:04.881719+00:00"
+    },
+    "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|Biren_166m": {
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-      "updatedAt": "2026-09-20T14:46:38.966074+00:00"
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     },
-    "https://modelscope.cn/models/BAAI/RoboBrain2.5-8B-NV|2026-09-16T16:05:58+00:00|Biren_166m": {
+    "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": "2026-09-20T14:46:38.914462+00:00"
+      "updatedAt": "2026-09-20T15:05:04.942485+00:00"
     },
-    "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|MetaX_c-500": {
+    "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|MetaX_c-500": {
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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T14:46:38.076228+00:00"
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     },
-    "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|Mthreads_s4000": {
+    "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-09-20T14:46:38.048221+00:00"
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-    "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|Vastai_va16": {
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-        "text-generation"
-      ],
-      "updatedAt": "2026-09-20T14:46:38.880795+00:00"
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     "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": "2026-09-20T14:37:05.709578+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": "2026-09-20T14:37:05.403122+00:00"
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     "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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@@ -250,37 +370,47 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T14:37:05.364934+00:00"
+      "updatedAt": "2026-09-20T15:05:23.243046+00:00"
     },
-    "https://modelscope.cn/models/IntervitensInc/kek_mk3|2026-09-14T13:40:21+00:00|Cambricon_mlu-370-x8": {
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-      "updatedAt": "2026-09-20T14:48:03.352500+00:00"
-    },
-    "https://modelscope.cn/models/JXW7777/TGAI_NB|2026-09-20T06:13:38+00:00|Ascend_910-b3": {
+    "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Ascend_910-b3": {
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         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-20T14:46:33.278540+00:00"
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     },
-    "https://modelscope.cn/models/JXW7777/TGAI_NB|2026-09-20T06:13:38+00:00|Ascend_910-b4": {
+    "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Ascend_910-b4": {
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T14:46:33.191100+00:00"
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     },
-    "https://modelscope.cn/models/JXW7777/TGAI_NB|2026-09-20T06:13:38+00:00|Biren_166m": {
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         "text-generation"
       ],
-      "updatedAt": "2026-09-20T14:46:33.629249+00:00"
+      "updatedAt": "2026-09-20T15:05:05.276460+00:00"
     },
-    "https://modelscope.cn/models/JXW7777/TGAI_NB|2026-09-20T06:13:38+00:00|Iluvatar_bi-150": {
+    "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T15:05:05.341708+00:00"
+    },
+    "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T15:05:05.312651+00:00"
+    },
+    "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Iluvatar_bi-150": {
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@@ -291,93 +421,111 @@
         "vision_classification",
         "visual-multi-modal"
       ],
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-    "https://modelscope.cn/models/JXW7777/TGAI_NB|2026-09-20T06:13:38+00:00|Iluvatar_mrv-100": {
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-    "https://modelscope.cn/models/JXW7777/TGAI_NB|2026-09-20T06:13:38+00:00|Kunlunxin_p-800": {
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     },
-    "https://modelscope.cn/models/JXW7777/TGAI_NB|2026-09-20T06:13:38+00:00|MetaX_c-500": {
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-    "https://modelscope.cn/models/JXW7777/TGAI_NB|2026-09-20T06:13:38+00:00|Mthreads_s4000": {
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-    "https://modelscope.cn/models/JXW7777/TGAI_NB|2026-09-20T06:13:38+00:00|Vastai_va16": {
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-    },
-    "https://modelscope.cn/models/JXW7777/TGAI_NB|2026-09-20T06:13:38+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-09-20T15:05:05.403406+00:00"
+    },
+    "https://modelscope.cn/models/LiquidAI/LFM2-700M-GGUF|2026-08-31T12:41:24+00:00|Ascend_910-b4": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:05:00.831713+00:00"
+    },
+    "https://modelscope.cn/models/LiquidAI/LFM2-700M-GGUF|2026-08-31T12:41:24+00:00|Biren_166m": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:05:01.260074+00:00"
+    },
+    "https://modelscope.cn/models/LiquidAI/LFM2-700M-GGUF|2026-08-31T12:41:24+00:00|Cambricon_mlu-370-x4": {
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@@ -5653,13 +5829,19 @@
         "text-generation",
         "visual-multi-modal"
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-    "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Vastai_va16": {
+    "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": "2026-09-20T14:37:15.452880+00:00"
+      "updatedAt": "2026-09-20T15:04:54.098589+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"
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+      "updatedAt": "2026-09-20T15:04:55.397915+00:00"
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   "taskTree": [
@@ -6342,6 +6524,6 @@
       "updateTime": "2025-12-22 08:59:53"
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-  "taskTreeUpdatedAt": "2026-09-20T15:03:11.540575+00:00",
+  "taskTreeUpdatedAt": "2026-09-20T15:04:29.224150+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index d512c6049..04c47d791 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 eab74b7e5..aa40e2192 100644
--- a/manifest.json
+++ b/manifest.json
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