diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index c79bc14230..21a4401614 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
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-  "generatedAt": "2026-10-25T16:21:00.664879+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index f9695de4eb..60d1a346fb 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
-  "communityAttemptedAt": "2026-10-25T16:17:57.476709+00:00",
+  "communityAttemptedAt": "2026-10-25T16:24:46.965306+00:00",
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@@ -452,7 +452,7 @@
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@@ -478,24 +478,24 @@
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@@ -588,78 +588,34 @@
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@@ -674,6 +630,50 @@
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@@ -720,24 +720,24 @@
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@@ -763,9 +763,9 @@
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-  "queueUpdatedAt": "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 c73da3a293..73c18709a0 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T16:21:02.460592+00:00",
+  "catalogUpdatedAt": "2026-10-25T16:24:46.965306+00:00",
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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-  "generatedAt": "2026-10-25T16:21:02.460592+00:00",
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@@ -158,6 +158,14 @@
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       "updatedAt": "2026-10-25T16:15:38.776357+00:00"
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+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Ascend_910-b4": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T16:26:32.166587+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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@@ -177,6 +185,21 @@
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       "updatedAt": "2026-10-25T16:12:57.263821+00:00"
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+    "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",
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T16:26:27.773909+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
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+      "updatedAt": "2026-10-25T16:26:29.586220+00:00"
+    },
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@@ -207,28 +230,12 @@
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-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Cambricon_mlu-370-x4": {
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@@ -242,14 +249,11 @@
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-      "updatedAt": "2026-10-25T16:02:24.240232+00:00"
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@@ -259,19 +263,6 @@
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@@ -286,28 +277,12 @@
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@@ -321,14 +296,11 @@
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Iluvatar_mrv-100": {
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-        "text-to-image-generation",
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-      "updatedAt": "2026-10-25T16:02:24.640625+00:00"
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@@ -338,12 +310,6 @@
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@@ -356,14 +322,6 @@
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@@ -377,14 +335,11 @@
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Iluvatar_mrv-100": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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@@ -394,40 +349,18 @@
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@@ -441,14 +374,11 @@
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Iluvatar_mrv-100": {
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+    },
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@@ -1258,6 +1221,14 @@
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+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-25T12:09:05+00:00|Ascend_910-b4": {
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@@ -1307,6 +1271,14 @@
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-    "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-25T13:37:26+00:00|Iluvatar_mrv-100": {
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-        "visual-multi-modal"
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@@ -1376,36 +1332,11 @@
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-    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-25T15:52:04+00:00|Sunrise_pt-200-x1": {
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@@ -1461,6 +1379,14 @@
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       "updatedAt": "2026-10-25T16:15:44.273163+00:00"
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+    "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Ascend_910-b4": {
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+    },
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@@ -1480,14 +1406,11 @@
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-    "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Iluvatar_mrv-100": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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@@ -1497,19 +1420,6 @@
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@@ -1532,6 +1442,14 @@
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+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|Ascend_910-b4": {
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@@ -2859,6 +2804,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-8bit|2026-10-21T15:39:54+00:00|Ascend_910-b4": {
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+      "updatedAt": "2026-10-25T16:27:14.572993+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-8bit|2026-10-21T15:39:54+00:00|Biren_166m": {
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+    "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-8bit|2026-10-21T15:39:54+00:00|Iluvatar_mrv-100": {
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+    "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-8bit|2026-10-21T15:39:54+00:00|Kunlunxin_p-800": {
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@@ -3280,6 +3150,12 @@
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@@ -3315,6 +3191,96 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Ascend_910-b4": {
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+    },
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@@ -3373,6 +3345,36 @@
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T16:27:12.979689+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-172B-A10B-AWQ-4bit|2026-10-21T15:49:58+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T16:27:12.459865+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-172B-A10B-AWQ-4bit|2026-10-21T15:49:58+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T16:27:13.359041+00:00"
+    },
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@@ -3398,6 +3400,12 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-AWQ-4bit|2026-10-21T16:56:38+00:00|Kunlunxin_p-800": {
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+    },
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@@ -3548,14 +3518,11 @@
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@@ -3693,6 +3632,12 @@
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@@ -3720,6 +3665,26 @@
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+      "updatedAt": "2026-10-25T16:27:05.481140+00:00"
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@@ -3888,6 +3827,35 @@
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+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit|2026-10-21T15:59:12+00:00|Kunlunxin_p-800": {
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+    },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit|2026-10-21T15:59:12+00:00|hygon_k100-ai": {
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@@ -3927,6 +3888,51 @@
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+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit|2026-10-21T15:42:33+00:00|Ascend_910-b3": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T16:27:14.170668+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit|2026-10-21T15:42:33+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T16:27:14.475103+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit|2026-10-21T15:42:33+00:00|Biren_166m": {
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+    },
+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit|2026-10-21T15:42:33+00:00|Iluvatar_mrv-100": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+    },
+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit|2026-10-21T15:42:33+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-25T16:27:13.555756+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit|2026-10-21T15:42:33+00:00|hygon_k100-ai": {
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+        "visual-multi-modal"
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+    },
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@@ -3955,6 +3961,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit|2026-10-21T16:49:53+00:00|Kunlunxin_p-800": {
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@@ -3982,11 +3994,13 @@
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-    "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": "2026-10-25T16:27:22.462307+00:00"
+    },
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@@ -4611,6 +4752,12 @@
       ],
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     },
+    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-3.0bit|2026-10-21T16:04:21+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-25T16:27:03.886866+00:00"
+    },
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@@ -4670,13 +4809,6 @@
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@@ -4700,6 +4825,14 @@
       ],
       "updatedAt": "2026-10-25T16:15:41.171879+00:00"
     },
+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-10-25T14:00:43+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
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+      ],
+      "updatedAt": "2026-10-25T16:26:49.895291+00:00"
+    },
     "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-10-25T14:00:43+00:00|Biren_166m": {
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@@ -4726,7 +4859,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-25T16:02:19.572836+00:00"
+      "updatedAt": "2026-10-25T16:26:45.718065+00:00"
+    },
+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-10-25T14:00:43+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-25T16:26:49.155554+00:00"
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@@ -4782,28 +4908,6 @@
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@@ -4826,6 +4930,20 @@
       ],
       "updatedAt": "2026-10-25T16:15:44.461056+00:00"
     },
+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Ascend_910-b4": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T16:26:53.755993+00:00"
+    },
+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Kunlunxin_p-800": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T16:26:53.275999+00:00"
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@@ -4834,19 +4952,6 @@
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@@ -4869,6 +4974,14 @@
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       "updatedAt": "2026-10-25T16:15:51.199542+00:00"
     },
+    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-22T03:51:50+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
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+      "updatedAt": "2026-10-25T16:26:58.178592+00:00"
+    },
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@@ -4888,14 +5001,11 @@
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@@ -4964,6 +5061,14 @@
       ],
       "updatedAt": "2026-10-25T16:15:51.202529+00:00"
     },
+    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T16:26:59.057301+00:00"
+    },
     "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Biren_166m": {
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@@ -4983,14 +5088,11 @@
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-    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Iluvatar_mrv-100": {
+    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Kunlunxin_p-800": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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@@ -5035,6 +5124,14 @@
       ],
       "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|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T16:26:49.670840+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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@@ -5054,14 +5151,11 @@
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-    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-25T12:07:28+00:00|Iluvatar_mrv-100": {
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-25T12:07:28+00:00|Kunlunxin_p-800": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
+        "text-generation"
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-      "updatedAt": "2026-10-25T16:02:20.152018+00:00"
+      "updatedAt": "2026-10-25T16:26:49.581301+00:00"
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     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-25T12:07:28+00:00|MetaX_c-500": {
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@@ -5071,19 +5165,6 @@
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-    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-25T12:07:28+00:00|Mthreads_s4000": {
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-    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-25T12:07:28+00:00|Sunrise_pt-200-x1": {
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     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-25T12:07:28+00:00|Vastai_va16": {
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@@ -5106,6 +5187,14 @@
       ],
       "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|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T16:26:53.798371+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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@@ -5125,14 +5214,11 @@
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-    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Iluvatar_mrv-100": {
+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Kunlunxin_p-800": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
+        "text-generation"
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@@ -5142,19 +5228,6 @@
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-    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Sunrise_pt-200-x1": {
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@@ -5169,28 +5242,12 @@
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-    "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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-    "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF|2026-10-21T18:27:55+00:00|Cambricon_mlu-370-x4": {
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@@ -5204,14 +5261,11 @@
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-    "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF|2026-10-21T18:27:55+00:00|Iluvatar_mrv-100": {
+    "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF|2026-10-21T18:27:55+00:00|Kunlunxin_p-800": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
+        "text-generation"
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         "text-generation"
@@ -5783,14 +5778,11 @@
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     },
-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Iluvatar_mrv-100": {
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Kunlunxin_p-800": {
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-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
+        "text-generation"
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     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|MetaX_c-500": {
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@@ -5800,19 +5792,6 @@
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-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Mthreads_s4000": {
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-        "visual-multi-modal"
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         "text-generation"
@@ -5835,6 +5814,14 @@
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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|Ascend_910-b4": {
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+        "visual-multi-modal"
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+    },
     "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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@@ -5854,14 +5841,11 @@
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       "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
+        "text-generation"
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@@ -5871,19 +5855,6 @@
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-    "https://modelscope.cn/models/ustcliusaisai/DeepSeek-V4.1-Flash-1017-GSQ-RCO-IQ2_XXS-Strata|2026-10-24T11:36:54+00:00|Sunrise_pt-200-x1": {
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     "https://modelscope.cn/models/ustcliusaisai/DeepSeek-V4.1-Flash-1017-GSQ-RCO-IQ2_XXS-Strata|2026-10-24T11:36:54+00:00|Vastai_va16": {
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         "text-generation"
@@ -5898,13 +5869,6 @@
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-    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-25T11:26:46+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-10-25T16:02:20.186614+00:00"
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     "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-25T11:26:46+00:00|Vastai_va16": {
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         "text-generation"
@@ -6600,6 +6564,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-25T16:21:02.460592+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T16:24:46.965306+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index ad987a32dc..cfeca8da1f 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 88ad474bf1..2482b633f2 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }