diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index f6926a920a..024691b471 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -485,7 +485,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-24T11:09:51.647253+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index c883f06c35..c33b934ced 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
-  "communityAttemptedAt": "2026-10-24T11:06:29.162451+00:00",
+  "communityAttemptedAt": "2026-10-24T11:11:45.671474+00:00",
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@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-24T11:09:51.756305+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index f5996c99a1..c7d68e8b5f 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-24T11:09:51.756305+00:00",
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     "text-generation"
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@@ -56,7 +56,7 @@
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   "errors": [],
-  "generatedAt": "2026-10-24T11:10:08.809325+00:00",
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@@ -203,6 +203,12 @@
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       "updatedAt": "2026-10-24T11:09:53.345193+00:00"
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+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-23T14:44:56+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T11:11:45.942434+00:00"
+    },
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@@ -279,6 +285,12 @@
       ],
       "updatedAt": "2026-10-24T11:09:57.149100+00:00"
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+      "taskTypes": [
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+      ],
+      "updatedAt": "2026-10-24T11:11:46.701919+00:00"
+    },
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       "updatedAt": "2026-10-24T11:09:57.181751+00:00"
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+      "taskTypes": [
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+      ],
+      "updatedAt": "2026-10-24T11:11:46.759876+00:00"
+    },
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       "updatedAt": "2026-10-24T11:09:56.994423+00:00"
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+      ],
+      "updatedAt": "2026-10-24T11:11:46.701612+00:00"
+    },
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+      ],
+      "updatedAt": "2026-10-24T11:11:46.701477+00:00"
+    },
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@@ -530,6 +560,12 @@
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       "updatedAt": "2026-10-24T11:09:57.273572+00:00"
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+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Sunrise_pt-200-x1": {
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+      ],
+      "updatedAt": "2026-10-24T11:11:46.759918+00:00"
+    },
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-    },
-    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-24T10:46:43.035850+00:00"
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@@ -651,6 +670,12 @@
       ],
       "updatedAt": "2026-10-24T11:09:54.569734+00:00"
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T11:11:46.274359+00:00"
+    },
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Ascend_910-b4": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T10:46:43.029120+00:00"
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@@ -764,6 +773,12 @@
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       "updatedAt": "2026-10-24T11:09:54.232214+00:00"
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Sunrise_pt-200-x1": {
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+      ],
+      "updatedAt": "2026-10-24T11:11:46.274264+00:00"
+    },
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@@ -772,20 +787,6 @@
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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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@@ -840,6 +832,12 @@
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       "updatedAt": "2026-10-24T11:09:54.562306+00:00"
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+      ],
+      "updatedAt": "2026-10-24T11:11:46.274692+00:00"
+    },
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@@ -893,6 +891,12 @@
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       "updatedAt": "2026-10-24T11:09:53.847781+00:00"
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+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-23T13:10:20+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T11:11:46.083654+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-23T13:42:15+00:00|Ascend_910-b3": {
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@@ -946,6 +950,12 @@
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       "updatedAt": "2026-10-24T11:09:53.506555+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-23T13:42:15+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T11:11:46.001740+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/MiniMax-M2.7-JANGTQ4|2026-10-21T15:57:28+00:00|Ascend_910-b3": {
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@@ -999,20 +1009,6 @@
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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": {
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@@ -1037,15 +1033,6 @@
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-    "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Iluvatar_mrv-100": {
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     "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Kunlunxin_p-800": {
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@@ -1067,6 +1054,12 @@
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       "updatedAt": "2026-10-24T11:09:54.576918+00:00"
     },
+    "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T11:11:46.341655+00:00"
+    },
     "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-23T12:11:46+00:00|Cambricon_mlu-370-x4": {
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@@ -1106,20 +1099,6 @@
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     },
-    "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|Ascend_910-b4": {
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@@ -1144,15 +1123,6 @@
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     "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|Kunlunxin_p-800": {
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@@ -1174,6 +1144,12 @@
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       "updatedAt": "2026-10-24T11:09:54.922900+00:00"
     },
+    "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T11:11:46.390416+00:00"
+    },
     "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-23T15:25:45+00:00|Cambricon_mlu-370-x4": {
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@@ -1212,11 +1188,11 @@
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     },
-    "https://modelscope.cn/models/RecursiveSI/flint-int4|2026-10-22T01:37:07+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-24T10:46:43.499010+00:00"
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@@ -1242,15 +1218,6 @@
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@@ -1264,6 +1231,12 @@
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       "updatedAt": "2026-10-24T11:09:55.151844+00:00"
     },
+    "https://modelscope.cn/models/RecursiveSI/flint-int4|2026-10-22T01:37:07+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
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@@ -1552,6 +1526,12 @@
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     },
+    "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Sunrise_pt-200-x1": {
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@@ -2167,6 +2132,12 @@
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+      "updatedAt": "2026-10-24T11:11:46.571205+00:00"
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@@ -2320,6 +2291,12 @@
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@@ -2475,6 +2429,12 @@
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+    "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit|2026-10-21T19:49:11+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-24T11:11:46.627393+00:00"
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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@@ -2825,6 +2782,12 @@
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+    "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4|2026-10-23T13:31:06+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-24T11:11:46.001587+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Llama-3_3-Nemotron-Super-49B-v1_5-AWQ-4bit|2026-10-21T16:17:19+00:00|Biren_166m": {
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@@ -2897,6 +2860,12 @@
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       "updatedAt": "2026-10-24T11:09:55.769354+00:00"
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+    "https://modelscope.cn/models/cyankiwi/MiMo-V2-Flash-AWQ-4bit|2026-10-21T18:58:16+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-24T11:11:46.646001+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit|2026-10-21T17:03:19+00:00|Cambricon_mlu-370-x4": {
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@@ -3328,6 +3274,12 @@
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       "updatedAt": "2026-10-24T11:09:55.538903+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-24T11:11:46.571143+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.0-30B-AWQ-8bit|2026-10-21T15:09:27+00:00|Cambricon_mlu-370-x4": {
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@@ -4017,6 +3969,12 @@
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       "updatedAt": "2026-10-24T11:09:57.245919+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Sunrise_pt-200-x1": {
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+      ],
+      "updatedAt": "2026-10-24T11:11:46.760021+00:00"
+    },
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@@ -4084,6 +4042,12 @@
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       "updatedAt": "2026-10-24T11:10:07.261787+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Qwen3-Next-80B-A3B-Instruct-AWQ-8bit|2026-10-21T17:23:25+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-24T11:11:46.759569+00:00"
+    },
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@@ -4204,6 +4168,12 @@
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       "updatedAt": "2026-10-24T11:09:57.481522+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-4bit|2026-10-21T17:21:32+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-24T11:11:46.821875+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit|2026-10-21T16:56:28+00:00|Ascend_910-b3": {
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@@ -4545,6 +4515,12 @@
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       "updatedAt": "2026-10-24T11:09:54.158386+00:00"
     },
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-24T11:11:46.190649+00:00"
+    },
     "https://modelscope.cn/models/hf/BennyDaBall-MiniMax-M2.5-REAP-139B-A10B-GGUF|2026-10-21T15:13:11+00:00|Ascend_910-b3": {
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@@ -4820,6 +4796,12 @@
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       "updatedAt": "2026-10-24T11:09:52.992136+00:00"
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+    "https://modelscope.cn/models/kakarotter/calix|2026-10-24T04:12:02+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-24T11:11:45.890381+00:00"
+    },
     "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Ascend_910-b3": {
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@@ -4857,6 +4839,12 @@
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       "updatedAt": "2026-10-24T11:09:54.018347+00:00"
     },
+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-24T11:11:46.188395+00:00"
+    },
     "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-22T03:51:50+00:00|Ascend_910-b3": {
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@@ -4933,6 +4898,12 @@
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@@ -5003,15 +4960,6 @@
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@@ -5033,6 +4981,12 @@
       ],
       "updatedAt": "2026-10-24T11:09:55.283620+00:00"
     },
+    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-24T11:11:46.464408+00:00"
+    },
     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Ascend_910-b3": {
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@@ -5041,20 +4995,6 @@
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-    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Ascend_910-b4": {
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@@ -5079,15 +5019,6 @@
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     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Kunlunxin_p-800": {
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@@ -5109,6 +5040,12 @@
       ],
       "updatedAt": "2026-10-24T11:09:54.942578+00:00"
     },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Sunrise_pt-200-x1": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T11:11:46.390677+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Ascend_910-b3": {
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@@ -5162,6 +5099,12 @@
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       "updatedAt": "2026-10-24T11:09:54.297883+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T11:11:46.190865+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF|2026-10-21T18:27:55+00:00|Ascend_910-b4": {
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@@ -5230,6 +5173,12 @@
       ],
       "updatedAt": "2026-10-24T11:09:57.040149+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF|2026-10-21T18:27:55+00:00|Sunrise_pt-200-x1": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T11:11:46.701220+00:00"
+    },
     "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Ascend_910-b3": {
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@@ -5238,20 +5187,6 @@
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@@ -5276,15 +5211,6 @@
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@@ -5306,6 +5232,12 @@
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+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Sunrise_pt-200-x1": {
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     "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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@@ -5359,6 +5291,12 @@
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       "updatedAt": "2026-10-24T11:09:54.288076+00:00"
     },
+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-24T11:11:46.191070+00:00"
+    },
     "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-23T13:17:05+00:00|Iluvatar_bi-100": {
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@@ -5442,6 +5380,12 @@
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       "updatedAt": "2026-10-24T11:09:54.002728+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-23T12:51:39+00:00|Sunrise_pt-200-x1": {
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+        "text-generation"
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+      "updatedAt": "2026-10-24T11:11:46.086272+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-23T13:27:57+00:00|Ascend_910-b3": {
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@@ -5495,6 +5439,12 @@
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       "updatedAt": "2026-10-24T11:09:53.735545+00:00"
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+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-23T13:27:57+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-24T11:11:46.083425+00:00"
+    },
     "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-23T18:27:01+00:00|Ascend_910-b3": {
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@@ -5548,6 +5498,12 @@
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       "updatedAt": "2026-10-24T11:09:53.198437+00:00"
     },
+    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-23T18:27:01+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-24T11:11:45.941138+00:00"
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     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Ascend_910-b3": {
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@@ -5556,20 +5512,6 @@
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@@ -5594,15 +5536,6 @@
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-    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Iluvatar_mrv-100": {
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     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Kunlunxin_p-800": {
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@@ -5624,6 +5557,12 @@
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       "updatedAt": "2026-10-24T11:09:54.936265+00:00"
     },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Sunrise_pt-200-x1": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T11:11:46.389850+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b3": {
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@@ -5632,20 +5571,6 @@
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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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-      "updatedAt": "2026-10-24T10:46:43.247669+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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     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Cambricon_mlu-370-x4": {
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@@ -5670,15 +5595,6 @@
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-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Iluvatar_mrv-100": {
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-      "updatedAt": "2026-10-24T10:46:43.167985+00:00"
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     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -5700,6 +5616,12 @@
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       "updatedAt": "2026-10-24T11:09:54.695217+00:00"
     },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T11:11:46.341674+00:00"
+    },
     "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Cambricon_mlu-370-x4": {
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         "text-generation",
@@ -6412,6 +6334,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-24T11:09:51.756305+00:00",
+  "taskTreeUpdatedAt": "2026-10-24T11:11:45.671474+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index dbaed02693..66ab0c27e1 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3773,6 +3773,18 @@
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diff --git a/manifest.json b/manifest.json
index 51bf5d823f..4f751ff8e2 100644
--- a/manifest.json
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