diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 5a6df84546..16a12e3d05 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1071,7 +1071,7 @@
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index c7a565aa52..9b5c298348 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -423,7 +423,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index eafd5781c4..003b3d290b 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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@@ -56,7 +56,7 @@
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@@ -250,7 +232,7 @@
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@@ -315,6 +297,22 @@
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:11:24.708395+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-20T15:30:29+00:00|Ascend_910-b4": {
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@@ -329,6 +327,14 @@
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+      "updatedAt": "2026-10-21T06:11:24.653753+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|Ascend_910-b4": {
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@@ -414,6 +444,22 @@
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+      "updatedAt": "2026-10-21T06:11:24.834105+00:00"
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+    "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|Ascend_910-b4": {
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@@ -487,6 +533,12 @@
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+      "updatedAt": "2026-10-21T06:11:24.704352+00:00"
+    },
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@@ -703,7 +728,7 @@
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@@ -784,14 +800,29 @@
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-    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-20T12:10:58+00:00|Iluvatar_mrv-100": {
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T05:35:53.628410+00:00"
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+    },
+    "https://modelscope.cn/models/MNN/Qwen3-30B-A3B-Instruct-2507-MNN|2026-10-21T05:16:16+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:11:24.057322+00:00"
+    },
+    "https://modelscope.cn/models/MNN/Qwen3-30B-A3B-Instruct-2507-MNN|2026-10-21T05:16:16+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
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@@ -801,6 +832,30 @@
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       "updatedAt": "2026-10-21T06:08:27.504098+00:00"
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+    "https://modelscope.cn/models/MNN/Qwen3-30B-A3B-MNN|2026-10-21T05:16:22+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:11:24.033364+00:00"
+    },
+    "https://modelscope.cn/models/MNN/Qwen3-30B-A3B-MNN|2026-10-21T05:16:22+00:00|Cambricon_mlu-370-x8": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:11:24.147764+00:00"
+    },
+    "https://modelscope.cn/models/MNN/Qwen3-30B-A3B-MNN|2026-10-21T05:16:22+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:11:24.092814+00:00"
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     "https://modelscope.cn/models/MNN/Qwen3-30B-A3B-MNN|2026-10-21T05:16:22+00:00|hygon_k100-ai": {
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@@ -809,12 +864,44 @@
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       "updatedAt": "2026-10-21T06:08:27.439304+00:00"
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+    "https://modelscope.cn/models/MNN/Qwen3-30B-A3B-Thinking-2507-MNN|2026-10-21T05:16:27+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:11:23.926496+00:00"
+    },
+    "https://modelscope.cn/models/MNN/Qwen3-30B-A3B-Thinking-2507-MNN|2026-10-21T05:16:27+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:11:23.890708+00:00"
+    },
+    "https://modelscope.cn/models/MNN/Qwen3-30B-A3B-Thinking-2507-MNN|2026-10-21T05:16:27+00:00|Cambricon_mlu-370-x8": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:11:24.033747+00:00"
+    },
     "https://modelscope.cn/models/MNN/Qwen3-30B-A3B-Thinking-2507-MNN|2026-10-21T05:16:27+00:00|Kunlunxin_p-800": {
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       "updatedAt": "2026-10-21T06:09:29.357873+00:00"
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+    "https://modelscope.cn/models/MNN/Qwen3-30B-A3B-Thinking-2507-MNN|2026-10-21T05:16:27+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:11:23.972936+00:00"
+    },
     "https://modelscope.cn/models/MNN/Qwen3-30B-A3B-Thinking-2507-MNN|2026-10-21T05:16:27+00:00|hygon_k100-ai": {
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@@ -823,12 +910,44 @@
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       "updatedAt": "2026-10-21T06:08:27.435625+00:00"
     },
+    "https://modelscope.cn/models/MNN/Qwen3-Coder-30B-A3B-Instruct-MNN|2026-10-21T05:16:32+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:11:23.751912+00:00"
+    },
+    "https://modelscope.cn/models/MNN/Qwen3-Coder-30B-A3B-Instruct-MNN|2026-10-21T05:16:32+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:11:23.710128+00:00"
+    },
+    "https://modelscope.cn/models/MNN/Qwen3-Coder-30B-A3B-Instruct-MNN|2026-10-21T05:16:32+00:00|Cambricon_mlu-370-x8": {
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+        "text-to-image-generation",
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+      "updatedAt": "2026-10-21T06:11:23.856227+00:00"
+    },
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@@ -1044,6 +1362,14 @@
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@@ -1491,6 +1799,22 @@
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Ascend_910-b4": {
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         "visual-multi-modal"
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@@ -5967,15 +5925,6 @@
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Kunlunxin_p-800": {
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@@ -5988,7 +5937,7 @@
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|hygon_k100-ai": {
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@@ -6679,6 +6628,6 @@
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-  "taskTreeUpdatedAt": "2026-10-21T06:09:28.785839+00:00",
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 66989d8734..7374125865 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3658,6 +3658,18 @@
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diff --git a/manifest.json b/manifest.json
index 6c1d8adf02..b8289c5249 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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