diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index b7722e18b7..cc26c77c76 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 3ca6275150..0d795e3fc4 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index d46ac0e6cd..9d504b307d 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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@@ -1246,6 +1089,14 @@
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       "updatedAt": "2026-10-25T17:24:22.149254+00:00"
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T17:42:33.736772+00:00"
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@@ -1273,12 +1124,35 @@
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+        "text-generation",
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+        "visual-multi-modal"
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         "text-generation"
       ],
       "updatedAt": "2026-10-25T17:12:01.523852+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/MiniMax-M2.7-JANGTQ4|2026-10-21T15:57:28+00:00|MetaX_c-500": {
+      "taskTypes": [
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+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T17:42:33.776935+00:00"
+    },
+    "https://modelscope.cn/models/JANGQ-AI/MiniMax-M2.7-JANGTQ4|2026-10-21T15:57:28+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
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+      ],
+      "updatedAt": "2026-10-25T17:42:33.817351+00:00"
+    },
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@@ -1874,7 +1748,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-25T17:11:57.520231+00:00"
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     "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Cambricon_mlu-370-x4": {
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@@ -1994,6 +1868,14 @@
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       "updatedAt": "2026-10-25T17:24:22.336446+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit|2026-10-21T15:40:57+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T17:42:35.170675+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit|2026-10-21T15:40:57+00:00|Biren_166m": {
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@@ -2013,6 +1895,21 @@
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       "updatedAt": "2026-10-25T17:12:01.802831+00:00"
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+    "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit|2026-10-21T15:40:57+00:00|Iluvatar_mrv-100": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T17:42:35.125631+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit|2026-10-21T15:40:57+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-25T17:42:35.203766+00:00"
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@@ -2080,20 +1977,6 @@
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@@ -2150,6 +2014,14 @@
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+    "https://modelscope.cn/models/cyankiwi/DASD-4B-Thinking-AWQ-8bit|2026-10-21T15:03:47+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
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-      "updatedAt": "2026-10-25T17:11:57.801745+00:00"
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@@ -2777,12 +2661,29 @@
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+    "https://modelscope.cn/models/cyankiwi/Jan-v1-4B-AWQ-4bit|2026-10-21T15:27:56+00:00|Iluvatar_mrv-100": {
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@@ -2929,6 +2797,14 @@
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@@ -2943,12 +2819,35 @@
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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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       "updatedAt": "2026-10-25T17:12:01.802883+00:00"
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+    "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-8bit|2026-10-21T15:39:54+00:00|MetaX_c-500": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T17:42:35.307554+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-8bit|2026-10-21T15:39:54+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-25T17:42:35.337320+00:00"
+    },
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@@ -3001,19 +2900,6 @@
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@@ -3069,20 +2955,6 @@
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@@ -3091,19 +2963,6 @@
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@@ -3113,12 +2972,6 @@
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@@ -3206,6 +3059,14 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2-REAP-162B-A10B-AWQ-4bit|2026-10-21T15:57:21+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
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+    },
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@@ -3233,12 +3094,43 @@
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       "updatedAt": "2026-10-25T17:12:01.567478+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2-REAP-162B-A10B-AWQ-4bit|2026-10-21T15:57:21+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/MiniMax-M2-REAP-162B-A10B-AWQ-4bit|2026-10-21T15:57:21+00:00|Kunlunxin_p-800": {
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2-REAP-162B-A10B-AWQ-4bit|2026-10-21T15:57:21+00:00|MetaX_c-500": {
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+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T17:42:33.797816+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2-REAP-162B-A10B-AWQ-4bit|2026-10-21T15:57:21+00:00|Sunrise_pt-200-x1": {
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+        "text-generation"
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+      "updatedAt": "2026-10-25T17:42:33.830460+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+    },
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@@ -3266,12 +3158,27 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Iluvatar_mrv-100": {
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Sunrise_pt-200-x1": {
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@@ -3806,17 +3645,26 @@
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@@ -3865,12 +3715,27 @@
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@@ -3979,6 +3819,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Qwen3-Coder-Next-AWQ-4bit|2026-10-21T15:20:38+00:00|Sunrise_pt-200-x1": {
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@@ -4632,6 +4594,12 @@
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+      "updatedAt": "2026-10-25T17:42:32.643834+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": {
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@@ -5845,6 +5753,51 @@
         "visual-multi-modal"
       ],
       "updatedAt": "2026-10-25T17:23:27.584113+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T17:40:00+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T17:42:22.651969+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T17:40:00+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T17:42:22.685845+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T17:40:00+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T17:42:22.584234+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T17:40:00+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T17:42:22.616834+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T17:40:00+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T17:42:22.723538+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T17:40:00+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T17:42:22.754667+00:00"
     }
   },
   "taskTree": [
@@ -6527,6 +6480,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-25T17:40:44.530343+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T17:42:21.855229+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 226c686eed..55ce421879 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3847,6 +3847,18 @@
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diff --git a/manifest.json b/manifest.json
index 8bf4a4143d..ea4a446f5d 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }