diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 2ace289c69..5208a59b88 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -485,7 +485,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-22T14:18:54.760605+00:00",
+  "generatedAt": "2026-10-22T14:20:39.265290+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index d7ff39510a..28def1d050 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
-  "communityAttemptedAt": "2026-10-22T14:13:54.968082+00:00",
+  "communityAttemptedAt": "2026-10-22T14:20:39.372439+00:00",
   "communityError": "ModelHubAPIError: 分页大小不能超过100",
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@@ -452,7 +452,7 @@
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-22T14:18:54.860320+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 5f75cefa68..36dc83edda 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-22T14:18:54.860320+00:00",
+  "catalogUpdatedAt": "2026-10-22T14:20:39.372439+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-10-22T14:18:54.860320+00:00",
+  "generatedAt": "2026-10-22T14:20:45.553231+00:00",
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       "canVerify": true,
@@ -884,6 +884,50 @@
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       "updatedAt": "2026-10-22T13:52:13.977896+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T14:20:44.949475+00:00"
+    },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Iluvatar_bi-150": {
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+        "question_answering",
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+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T14:20:45.074886+00:00"
+    },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Iluvatar_mrv-100": {
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+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T14:20:45.366964+00:00"
+    },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-22T14:20:45.163684+00:00"
+    },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|MetaX_c-500": {
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T14:20:45.254958+00:00"
+    },
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@@ -1418,35 +1462,6 @@
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-    "https://modelscope.cn/models/MNN/Qwen3-VL-30B-A3B-Thinking-MNN|2026-10-21T05:16:44+00:00|Ascend_910-b4": {
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-      "updatedAt": "2026-10-22T13:49:46.352758+00:00"
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-    "https://modelscope.cn/models/MNN/Qwen3-VL-30B-A3B-Thinking-MNN|2026-10-21T05:16:44+00:00|Iluvatar_bi-150": {
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@@ -1456,72 +1471,6 @@
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-    "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-Claude-4.6-Opus-Reasoning-Distilled-MNN|2026-10-21T05:16:55+00:00|Ascend_910-b3": {
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-      "updatedAt": "2026-10-22T13:49:45.903412+00:00"
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-    "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-Claude-4.6-Opus-Reasoning-Distilled-MNN|2026-10-21T05:16:55+00:00|Iluvatar_bi-150": {
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-    "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-Claude-4.6-Opus-Reasoning-Distilled-MNN|2026-10-21T05:16:55+00:00|Kunlunxin_p-800": {
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-    "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-Claude-4.6-Opus-Reasoning-Distilled-MNN|2026-10-21T05:16:55+00:00|MetaX_c-500": {
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     "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -6382,6 +6331,58 @@
       ],
       "updatedAt": "2026-10-22T13:54:16.680081+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T14:20:45.155079+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T14:20:45.071878+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T14:20:45.265273+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T14:20:45.553231+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-22T14:20:45.357809+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T14:20:45.454405+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -7219,6 +7220,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-22T14:18:54.860320+00:00",
+  "taskTreeUpdatedAt": "2026-10-22T14:20:39.372439+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 37b800c90e..dee5e34671 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3719,6 +3719,18 @@
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diff --git a/manifest.json b/manifest.json
index 2c02c7d5fe..a01c5efad5 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }