diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 938f2863ec..504b8e3cf4 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -542,7 +542,7 @@
       "taskType": "text-generation"
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-  "generatedAt": "2026-10-22T05:10:00.084871+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 62ceee10b9..5e6612113f 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
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+  "communityAttemptedAt": "2026-10-22T05:13:51.465501+00:00",
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@@ -452,7 +452,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 87e49e5423..02e66109d0 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-22T05:10:47.062840+00:00",
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@@ -56,7 +56,7 @@
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-      "updatedAt": "2026-10-22T04:00:52.030816+00:00"
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+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-21T18:19:17+00:00|Ascend_910-b4": {
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+      "updatedAt": "2026-10-22T05:13:55.609370+00:00"
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-      "updatedAt": "2026-10-22T04:00:52.085820+00:00"
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-21T18:19:17+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-22T04:00:52.193711+00:00"
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+    },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-21T18:19:17+00:00|hygon_k100-ai": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T05:13:55.662134+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T05:13:56.071579+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b4": {
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+        "visual-multi-modal"
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@@ -292,26 +308,31 @@
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-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Kunlunxin_p-800": {
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+    },
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T05:13:55.955700+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Ascend_910-b4": {
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+      "updatedAt": "2026-10-22T05:13:56.186118+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Kunlunxin_p-800": {
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-        "vision_classification",
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-      "updatedAt": "2026-10-22T04:00:52.193480+00:00"
+      "updatedAt": "2026-10-22T05:13:56.357339+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T05:13:55.752073+00:00"
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@@ -348,26 +366,23 @@
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Kunlunxin_p-800": {
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-        "question_answering",
-        "reinforcement_learning",
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-        "vision_classification",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-22T04:00:52.031033+00:00"
+      "updatedAt": "2026-10-22T05:13:55.875749+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Ascend_910-b4": {
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-22T05:13:55.681300+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T05:13:56.196197+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Ascend_910-b4": {
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+      "updatedAt": "2026-10-22T05:13:56.021165+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-22T05:13:56.258312+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-22T05:13:56.060218+00:00"
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     "https://modelscope.cn/models/Cactus-Compute/needle3|2026-10-19T15:53:35+00:00|Ascend_910-b3": {
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+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-21T17:33:39+00:00|hygon_k100-ai": {
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+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-21T14:45:02+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T05:14:18.101725+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-21T14:45:02+00:00|hygon_k100-ai": {
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     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|Ascend_910-b3": {
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@@ -6190,18 +5978,21 @@
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-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-21T18:59:23+00:00|Iluvatar_bi-150": {
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-        "text_classification",
-        "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-22T04:00:46.590279+00:00"
+      "updatedAt": "2026-10-22T05:13:55.325723+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-21T18:59:23+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
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+      "updatedAt": "2026-10-22T05:13:55.098943+00:00"
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     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-21T18:59:23+00:00|Iluvatar_mrv-100": {
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@@ -6210,13 +6001,23 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-22T04:00:46.678387+00:00"
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-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-21T18:59:23+00:00|Kunlunxin_p-800": {
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-21T18:59:23+00:00|MetaX_c-500": {
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-        "text-generation"
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T04:42:47.177727+00:00"
+      "updatedAt": "2026-10-22T05:13:55.388912+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-21T18:59:23+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T05:13:55.202946+00:00"
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Ascend_910-b3": {
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@@ -6946,6 +6747,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-22T05:10:47.062840+00:00",
+  "taskTreeUpdatedAt": "2026-10-22T05:13:51.465501+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 5673c893ee..f02337ed36 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
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diff --git a/manifest.json b/manifest.json
index 662b306229..ae85148190 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }