diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 7431596444..ba658adce5 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": "2026-10-25T15:52:55.290237+00:00",
+  "generatedAt": "2026-10-25T15:54:56.647527+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 71136aee6f..6ec14c1aac 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-25T15:52:55.368613+00:00",
+  "generatedAt": "2026-10-25T15:54:56.758747+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 3e41375d3a..0c3654261e 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T15:52:55.368613+00:00",
+  "catalogUpdatedAt": "2026-10-25T15:54:56.758747+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-25T15:53:10.006058+00:00",
+  "generatedAt": "2026-10-25T15:54:59.397962+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -1634,6 +1634,14 @@
       ],
       "updatedAt": "2026-10-25T15:53:09.202501+00:00"
     },
+    "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T15:54:59.107056+00:00"
+    },
     "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Cambricon_mlu-370-x8": {
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         "text-generation",
@@ -2262,12 +2270,6 @@
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     },
-    "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-8bit|2026-10-21T19:09:20+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-25T15:36:37.865408+00:00"
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     "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-8bit|2026-10-21T19:09:20+00:00|MetaX_c-500": {
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         "feature_emb",
@@ -2581,6 +2583,14 @@
       ],
       "updatedAt": "2026-10-25T15:53:09.974921+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit|2026-10-21T19:49:11+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T15:54:59.324527+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit|2026-10-21T19:49:11+00:00|Cambricon_mlu-370-x8": {
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         "text-generation",
@@ -3426,13 +3436,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T15:36:37.816357+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T15:36:37.782741+00:00"
+      "updatedAt": "2026-10-25T15:54:59.397962+00:00"
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     "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Cambricon_mlu-370-x4": {
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@@ -3450,19 +3454,6 @@
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     },
-    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+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": "2026-10-25T15:36:37.749054+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|MetaX_c-500": {
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         "feature_emb",
@@ -5420,6 +5411,14 @@
       ],
       "updatedAt": "2026-10-25T15:53:09.201946+00:00"
     },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T15:54:59.106476+00:00"
+    },
     "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Cambricon_mlu-370-x8": {
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         "text-generation",
@@ -6551,6 +6550,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
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-  "taskTreeUpdatedAt": "2026-10-25T15:52:55.368613+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T15:54:56.758747+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 46ac9e5a6e..c9e0ab2bb6 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3837,6 +3837,18 @@
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diff --git a/manifest.json b/manifest.json
index 804422c443..9fcc6407ec 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }