diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index f80e41851e..207e9c1466 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-25T16:12:42.484236+00:00",
+  "generatedAt": "2026-10-25T16:15:37.988796+00:00",
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     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 5bf9380e83..236a4ccfc7 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-25T16:12:42.586961+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 8cd481fd8d..2ab994c329 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T16:12:42.586961+00:00",
+  "catalogUpdatedAt": "2026-10-25T16:15:38.163479+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-25T16:13:28.770665+00:00",
+  "generatedAt": "2026-10-25T16:15:52.967076+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -150,6 +150,14 @@
     }
   },
   "modelGpuTaskTypes": {
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T16:15:38.776357+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Biren_166m": {
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         "text-generation"
@@ -169,15 +177,6 @@
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       "updatedAt": "2026-10-25T16:12:57.263821+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Iluvatar_mrv-100": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-25T16:02:13.054430+00:00"
-    },
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@@ -186,19 +185,6 @@
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     },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Mthreads_s4000": {
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-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T16:02:13.130446+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Sunrise_pt-200-x1": {
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-      "updatedAt": "2026-10-25T16:02:13.095237+00:00"
-    },
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@@ -213,6 +199,14 @@
       ],
       "updatedAt": "2026-10-25T16:12:57.341056+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T16:15:52.967076+00:00"
+    },
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@@ -476,6 +470,14 @@
       ],
       "updatedAt": "2026-10-25T16:13:13.943218+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T16:15:52.967345+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Ascend_910-b4": {
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         "text-generation",
@@ -555,6 +557,20 @@
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       "updatedAt": "2026-10-25T16:13:18.086373+00:00"
     },
+    "https://modelscope.cn/models/IFM/Jais-3-3.7B-FP8|2026-10-25T15:33:35+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T16:15:40.776708+00:00"
+    },
+    "https://modelscope.cn/models/IFM/Jais-3-3.7B-FP8|2026-10-25T15:33:35+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T16:15:38.892090+00:00"
+    },
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@@ -568,27 +584,19 @@
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-    "https://modelscope.cn/models/IFM/Jais-3-3.7B-FP8|2026-10-25T15:33:35+00:00|Iluvatar_mrv-100": {
+    "https://modelscope.cn/models/IFM/Jais-3-3.7B-FP8|2026-10-25T15:33:35+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T16:15:38.775459+00:00"
+    },
+    "https://modelscope.cn/models/IFM/Jais-3-3.7B-FP8|2026-10-25T15:33:35+00:00|hygon_k100-ai": {
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-    },
-    "https://modelscope.cn/models/IFM/Jais-3-3.7B-FP8|2026-10-25T15:33:35+00:00|Sunrise_pt-200-x1": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T16:02:12.984288+00:00"
+      "updatedAt": "2026-10-25T16:15:40.911923+00:00"
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@@ -609,28 +617,6 @@
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-      "updatedAt": "2026-10-25T16:02:13.116572+00:00"
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         "text-generation"
@@ -645,6 +631,20 @@
       ],
       "updatedAt": "2026-10-25T16:12:57.620474+00:00"
     },
+    "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-25T15:32:31+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T16:15:40.960488+00:00"
+    },
+    "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-25T15:32:31+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T16:15:40.682373+00:00"
+    },
     "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-25T15:32:31+00:00|Iluvatar_bi-150": {
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@@ -658,27 +658,19 @@
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     },
-    "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-25T15:32:31+00:00|Iluvatar_mrv-100": {
+    "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-25T15:32:31+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T16:15:38.775671+00:00"
+    },
+    "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-25T15:32:31+00:00|hygon_k100-ai": {
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         "text-generation",
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T16:02:12.945691+00:00"
-    },
-    "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-25T15:32:31+00:00|Mthreads_s4000": {
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-    "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-25T15:32:31+00:00|Sunrise_pt-200-x1": {
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-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T16:02:12.984244+00:00"
+      "updatedAt": "2026-10-25T16:15:41.061257+00:00"
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@@ -735,6 +727,14 @@
       ],
       "updatedAt": "2026-10-25T16:12:57.710542+00:00"
     },
+    "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-25T14:50:49+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T16:15:39.169647+00:00"
+    },
     "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-25T14:50:49+00:00|Biren_166m": {
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@@ -798,30 +798,6 @@
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Ascend_910-b4": {
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-      "updatedAt": "2026-10-25T15:53:07.655297+00:00"
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-      "updatedAt": "2026-10-25T15:53:07.610253+00:00"
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-      "updatedAt": "2026-10-25T15:53:07.694020+00:00"
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@@ -879,19 +855,19 @@
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Cambricon_mlu-370-x8": {
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         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T15:53:07.452744+00:00"
+      "updatedAt": "2026-10-25T16:15:46.579727+00:00"
+    },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T16:13:00.397405+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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@@ -998,13 +974,13 @@
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Ascend_910-b4": {
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T15:53:07.655487+00:00"
+      "updatedAt": "2026-10-25T16:15:46.957719+00:00"
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     "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Biren_166m": {
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@@ -1012,22 +988,6 @@
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-      "updatedAt": "2026-10-25T15:53:07.621170+00:00"
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@@ -1085,6 +1045,14 @@
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       "updatedAt": "2026-10-25T16:13:01.259991+00:00"
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+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-25T14:36:59+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T16:15:40.684211+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-25T14:36:59+00:00|Biren_166m": {
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@@ -1148,6 +1116,14 @@
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       "updatedAt": "2026-10-25T16:12:57.973795+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-25T14:07:13+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T16:15:41.171599+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-25T14:07:13+00:00|Biren_166m": {
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@@ -1211,13 +1187,13 @@
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-    "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Ascend_910-b4": {
+    "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Ascend_910-b3": {
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         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T15:53:08.329663+00:00"
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     "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Biren_166m": {
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@@ -1225,22 +1201,6 @@
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-    "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Cambricon_mlu-370-x8": {
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     "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Iluvatar_bi-150": {
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@@ -1339,6 +1299,14 @@
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@@ -1903,6 +1879,14 @@
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@@ -2391,6 +2375,14 @@
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@@ -3181,6 +3149,14 @@
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       "updatedAt": "2026-10-25T16:13:26.774502+00:00"
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+    "https://modelscope.cn/models/cyankiwi/MiMo-V2-Flash-AWQ-4bit|2026-10-21T18:58:16+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
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+      "updatedAt": "2026-10-25T16:15:52.695292+00:00"
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-    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Ascend_910-b4": {
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@@ -3675,6 +3651,14 @@
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+    "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-3-Super-120B-A12B-AWQ-4bit|2026-10-21T19:51:23+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T16:15:51.290315+00:00"
+    },
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@@ -4504,6 +4488,14 @@
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       "updatedAt": "2026-10-25T16:13:23.554514+00:00"
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+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|Ascend_910-b3": {
+      "taskTypes": [
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+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T16:15:45.102978+00:00"
+    },
     "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|Biren_166m": {
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@@ -4654,6 +4646,14 @@
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       "updatedAt": "2026-10-25T16:13:28.674032+00:00"
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+    "https://modelscope.cn/models/ibm-granite/granitelib-core-r1.0|2026-10-21T18:58:33+00:00|Ascend_910-b3": {
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+      "updatedAt": "2026-10-25T16:15:51.826380+00:00"
+    },
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@@ -4692,6 +4692,14 @@
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       "updatedAt": "2026-10-25T16:02:23.339504+00:00"
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+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-10-25T14:00:43+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
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+      "updatedAt": "2026-10-25T16:15:41.171879+00:00"
+    },
     "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-10-25T14:00:43+00:00|Biren_166m": {
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@@ -4810,6 +4818,14 @@
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       "updatedAt": "2026-10-25T16:12:59.130894+00:00"
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+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Ascend_910-b3": {
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+      "updatedAt": "2026-10-25T16:15:44.461056+00:00"
+    },
     "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|MetaX_c-500": {
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@@ -4845,13 +4861,13 @@
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@@ -4956,13 +4956,13 @@
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-    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Ascend_910-b4": {
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@@ -4970,22 +4970,6 @@
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-    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Cambricon_mlu-370-x8": {
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@@ -5043,6 +5027,14 @@
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       "updatedAt": "2026-10-25T16:13:11.961834+00:00"
     },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-25T12:07:28+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T16:15:41.616175+00:00"
+    },
     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-25T12:07:28+00:00|Biren_166m": {
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@@ -5106,6 +5098,14 @@
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       "updatedAt": "2026-10-25T16:12:58.802293+00:00"
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+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Ascend_910-b3": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T16:15:45.102997+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Biren_166m": {
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@@ -5233,6 +5233,14 @@
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       "updatedAt": "2026-10-25T16:13:13.942964+00:00"
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+    "https://modelscope.cn/models/qinxd10/DeepSeek-V4.1-Flash-1017-W4A8|2026-10-25T11:53:59+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
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@@ -5296,13 +5304,13 @@
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@@ -5310,22 +5318,6 @@
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@@ -5383,6 +5375,14 @@
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       "updatedAt": "2026-10-25T16:13:07.762192+00:00"
     },
+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T16:15:45.160362+00:00"
+    },
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         "text-generation"
@@ -5472,6 +5472,14 @@
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       "updatedAt": "2026-10-25T16:12:58.362425+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-25T13:56:57+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T16:15:41.173464+00:00"
+    },
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         "text-generation"
@@ -5535,6 +5543,14 @@
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       "updatedAt": "2026-10-25T16:12:58.322639+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-25T13:04:40+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T16:15:41.595314+00:00"
+    },
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@@ -5598,6 +5614,14 @@
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       "updatedAt": "2026-10-25T16:12:58.802261+00:00"
     },
+    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T16:15:41.823230+00:00"
+    },
     "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Biren_166m": {
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@@ -5661,13 +5685,13 @@
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-    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Ascend_910-b4": {
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@@ -5675,22 +5699,6 @@
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@@ -5748,13 +5756,13 @@
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     },
-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b4": {
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         "text-generation",
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T15:53:08.495817+00:00"
+      "updatedAt": "2026-10-25T16:15:48.497618+00:00"
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     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Biren_166m": {
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@@ -5762,22 +5770,6 @@
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-      "updatedAt": "2026-10-25T15:53:08.464515+00:00"
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-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Cambricon_mlu-370-x8": {
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-      "updatedAt": "2026-10-25T15:53:08.524516+00:00"
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     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Iluvatar_bi-150": {
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         "asr",
@@ -5835,6 +5827,14 @@
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       "updatedAt": "2026-10-25T16:13:01.260023+00:00"
     },
+    "https://modelscope.cn/models/ustcliusaisai/DeepSeek-V4.1-Flash-1017-GSQ-RCO-IQ2_XXS-Strata|2026-10-24T11:36:54+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T16:15:41.976862+00:00"
+    },
     "https://modelscope.cn/models/ustcliusaisai/DeepSeek-V4.1-Flash-1017-GSQ-RCO-IQ2_XXS-Strata|2026-10-24T11:36:54+00:00|Biren_166m": {
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         "text-generation"
@@ -6600,6 +6600,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-25T16:12:42.586961+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T16:15:38.163479+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index c0a76137fd..584dd271be 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3846,6 +3846,18 @@
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diff --git a/manifest.json b/manifest.json
index eeaf6bfb6f..6b49013708 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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-  "updatedAt": "2026-10-25T16:14:05.171544+00:00",
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 }