diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 3c01d1dc11..490c655df1 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -487,7 +487,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-22T23:27:10.951423+00:00",
+  "generatedAt": "2026-10-22T23:28:56.765707+00:00",
   "summary": {
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     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index b93fe6fabd..1df07144da 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-22T23:27:11.062366+00:00",
+  "generatedAt": "2026-10-22T23:28:56.862929+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index a691a1f0fe..eb14ec40c0 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-22T23:27:11.062366+00:00",
+  "catalogUpdatedAt": "2026-10-22T23:28:56.862929+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-10-22T23:27:17.282850+00:00",
+  "generatedAt": "2026-10-22T23:29:03.427579+00:00",
   "gpuCatalog": {
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       "canVerify": true,
@@ -216,6 +216,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:25.191752+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-22T15:10:12+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": "2026-10-22T23:28:57.077931+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-22T15:10:12+00:00|Mthreads_s4000": {
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         "text-generation",
@@ -295,6 +308,19 @@
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       "updatedAt": "2026-10-22T23:24:43.096342+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+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": "2026-10-22T23:29:03.429049+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Vastai_va16": {
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@@ -309,6 +335,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:42.785817+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Iluvatar_bi-150": {
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+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T23:29:03.427579+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Mthreads_s4000": {
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@@ -330,6 +369,19 @@
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       "updatedAt": "2026-10-22T23:24:42.513672+00:00"
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+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Iluvatar_bi-150": {
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+        "text-to-image-generation",
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+        "vision_classification",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T23:29:03.427322+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Vastai_va16": {
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@@ -512,6 +564,19 @@
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       "updatedAt": "2026-10-22T23:24:26.220449+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Iluvatar_bi-150": {
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+        "question_answering",
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+        "text-generation",
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+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T23:28:57.298012+00:00"
+    },
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@@ -549,6 +614,19 @@
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       "updatedAt": "2026-10-22T23:24:25.997516+00:00"
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Iluvatar_bi-150": {
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+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T23:28:57.193735+00:00"
+    },
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@@ -578,6 +656,19 @@
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       "updatedAt": "2026-10-22T23:24:25.980869+00:00"
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Iluvatar_bi-150": {
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+        "question_answering",
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+        "text-generation",
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+        "vision_classification",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T23:28:57.193400+00:00"
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@@ -607,6 +698,19 @@
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       "updatedAt": "2026-10-22T23:24:26.313465+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Iluvatar_bi-150": {
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+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T23:28:57.297845+00:00"
+    },
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@@ -644,6 +748,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:28.771891+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-22T12:45:12+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": "2026-10-22T23:29:02.969424+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-22T12:45:12+00:00|Mthreads_s4000": {
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@@ -681,6 +798,19 @@
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       "updatedAt": "2026-10-22T23:24:25.583575+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-22T14:22:58+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": "2026-10-22T23:28:57.193464+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-22T14:22:58+00:00|Mthreads_s4000": {
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@@ -768,6 +898,19 @@
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       "updatedAt": "2026-10-22T23:24:27.262729+00:00"
     },
+    "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+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": "2026-10-22T23:29:02.650164+00:00"
+    },
     "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Mthreads_s4000": {
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@@ -797,6 +940,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:28.872197+00:00"
     },
+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-22T12:07:27+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": "2026-10-22T23:29:02.969246+00:00"
+    },
     "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-22T12:07:27+00:00|Mthreads_s4000": {
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         "text-generation",
@@ -1364,6 +1520,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:28.341875+00:00"
     },
+    "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+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": "2026-10-22T23:29:02.881715+00:00"
+    },
     "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|Mthreads_s4000": {
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         "text-generation",
@@ -1512,6 +1681,19 @@
       ],
       "updatedAt": "2026-10-22T23:27:12.988758+00:00"
     },
+    "https://modelscope.cn/models/RecursiveSI/flint-int4|2026-10-22T01:37:07+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": "2026-10-22T23:29:03.163842+00:00"
+    },
     "https://modelscope.cn/models/RecursiveSI/flint-int4|2026-10-22T01:37:07+00:00|Mthreads_s4000": {
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@@ -1640,6 +1822,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:25.487464+00:00"
     },
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-22T14:53:21+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": "2026-10-22T23:28:57.078892+00:00"
+    },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-22T14:53:21+00:00|Mthreads_s4000": {
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         "text-generation",
@@ -1677,6 +1872,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:29.908950+00:00"
     },
+    "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+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": "2026-10-22T23:29:03.163866+00:00"
+    },
     "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Mthreads_s4000": {
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@@ -1763,14 +1971,6 @@
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       "updatedAt": "2026-10-22T23:22:18.559294+00:00"
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-    "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-4bit|2026-10-21T14:24:21+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-22T23:22:13.555414+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit|2026-10-21T15:40:57+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -1841,20 +2041,6 @@
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       "updatedAt": "2026-10-22T23:22:18.759534+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-4bit|2026-10-21T14:41:08+00:00|Vastai_va16": {
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-      "updatedAt": "2026-10-22T23:22:13.450096+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-4bit|2026-10-21T14:41:08+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-22T23:22:13.352876+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-8bit|2026-10-21T16:21:36+00:00|Ascend_910-b3": {
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@@ -2018,35 +2204,6 @@
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       "updatedAt": "2026-10-22T23:24:58.196683+00:00"
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-    "https://modelscope.cn/models/cyankiwi/Devstral-Small-2507-AWQ-4bit|2026-10-21T14:56:41+00:00|Ascend_910-b3": {
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-    "https://modelscope.cn/models/cyankiwi/Devstral-Small-2507-AWQ-4bit|2026-10-21T14:56:41+00:00|Ascend_910-b4": {
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-      "updatedAt": "2026-10-22T23:21:52.257984+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Devstral-Small-2507-AWQ-4bit|2026-10-21T14:56:41+00:00|Mthreads_s4000": {
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-    "https://modelscope.cn/models/cyankiwi/Devstral-Small-2507-AWQ-4bit|2026-10-21T14:56:41+00:00|Vastai_va16": {
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-      "updatedAt": "2026-10-22T23:21:52.367629+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit|2026-10-21T16:38:25+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -2150,49 +2307,6 @@
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       "updatedAt": "2026-10-22T23:24:57.386981+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-AWQ-8bit|2026-10-21T14:49:15+00:00|Ascend_910-b3": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T23:21:59.368525+00:00"
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-    "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-AWQ-8bit|2026-10-21T14:49:15+00:00|Ascend_910-b4": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T23:21:58.466501+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-AWQ-8bit|2026-10-21T14:49:15+00:00|Iluvatar_bi-150": {
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-        "question_answering",
-        "reinforcement_learning",
-        "text-generation",
-        "text-to-image-generation",
-        "text_classification",
-        "vision_classification",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T23:22:00.664743+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-AWQ-8bit|2026-10-21T14:49:15+00:00|Vastai_va16": {
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-      ],
-      "updatedAt": "2026-10-22T23:21:58.665064+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-AWQ-8bit|2026-10-21T14:49:15+00:00|hygon_k100-ai": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T23:21:58.558551+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-4bit|2026-10-21T16:06:54+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -2246,6 +2360,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:39.707720+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-8bit|2026-10-21T19:09:20+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": "2026-10-22T23:29:03.298616+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-8bit|2026-10-21T19:09:20+00:00|Mthreads_s4000": {
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@@ -3343,20 +3436,6 @@
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@@ -3554,6 +3633,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:39.597639+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+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": "2026-10-22T23:29:03.297972+00:00"
+    },
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@@ -3697,27 +3789,6 @@
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@@ -4444,12 +4515,6 @@
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-    "https://modelscope.cn/models/cyankiwi/Qwen3-Coder-Next-AWQ-8bit|2026-10-21T14:49:39+00:00|Vastai_va16": {
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@@ -4679,48 +4744,6 @@
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-      "updatedAt": "2026-10-22T23:21:54.170094+00:00"
-    },
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-      "updatedAt": "2026-10-22T23:21:53.870471+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Trinity-Mini-AWQ-4bit|2026-10-21T14:56:09+00:00|hygon_k100-ai": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-    },
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         "text-generation",
@@ -4826,6 +4849,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:28.877429+00:00"
     },
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-22T10:19:07+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": "2026-10-22T23:29:03.081816+00:00"
+    },
     "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-22T10:19:07+00:00|Mthreads_s4000": {
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         "text-generation",
@@ -4923,13 +4959,6 @@
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     },
-    "https://modelscope.cn/models/hf/BennyDaBall-MiniMax-M2.5-REAP-139B-A10B-MXFP4|2026-10-21T14:57:06+00:00|Mthreads_s4000": {
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-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-22T23:21:51.153532+00:00"
-    },
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         "asr",
@@ -5266,6 +5295,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:29.774127+00:00"
     },
+    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-22T03:51:50+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": "2026-10-22T23:29:03.163885+00:00"
+    },
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         "text-generation",
@@ -5327,6 +5369,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:31.058169+00:00"
     },
+    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+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": "2026-10-22T23:29:03.295033+00:00"
+    },
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         "text-generation",
@@ -5514,6 +5569,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:28.862163+00:00"
     },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+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": "2026-10-22T23:29:02.969444+00:00"
+    },
     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Mthreads_s4000": {
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         "text-generation",
@@ -5551,6 +5619,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:25.191389+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+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": "2026-10-22T23:28:57.077564+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
@@ -5588,6 +5669,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:27.800777+00:00"
     },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+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": "2026-10-22T23:29:02.770944+00:00"
+    },
     "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
@@ -5625,6 +5719,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:25.192027+00:00"
     },
+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+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": "2026-10-22T23:28:57.078273+00:00"
+    },
     "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Mthreads_s4000": {
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         "text-generation",
@@ -5804,6 +5911,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:28.171578+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-22T13:06:40+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": "2026-10-22T23:29:02.881735+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-22T13:06:40+00:00|Mthreads_s4000": {
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         "text-generation",
@@ -5841,6 +5961,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:25.604067+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+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": "2026-10-22T23:28:57.193634+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
@@ -5878,6 +6011,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:27.721610+00:00"
     },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+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": "2026-10-22T23:29:02.745693+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
@@ -5915,6 +6061,19 @@
       ],
       "updatedAt": "2026-10-22T23:24:27.262863+00:00"
     },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+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": "2026-10-22T23:29:02.650416+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
@@ -6667,6 +6826,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-22T23:27:11.062366+00:00",
+  "taskTreeUpdatedAt": "2026-10-22T23:28:56.862929+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 1db12f44fd..431c29736b 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3727,6 +3727,18 @@
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diff --git a/manifest.json b/manifest.json
index 51b28d05b4..48b5b51cb3 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }