diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 121bb053c8..34d3912224 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-24T20:53:16.843484+00:00",
+  "generatedAt": "2026-10-24T20:54:54.139031+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 5075de4db2..e70ac5ed63 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
-  "communityAttemptedAt": "2026-10-24T20:48:52.365072+00:00",
+  "communityAttemptedAt": "2026-10-24T20:54:54.259491+00:00",
   "communityError": "ModelHubAPIError: 分页大小不能超过100",
   "communitySample": {},
   "communityUpdatedAt": null,
@@ -452,7 +452,7 @@
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-24T20:53:16.955278+00:00",
+  "generatedAt": "2026-10-24T20:54:54.259491+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index bfe1a8baca..3ace7c9112 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-24T20:53:16.955278+00:00",
+  "catalogUpdatedAt": "2026-10-24T20:54:54.259491+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-24T20:53:17.307048+00:00",
+  "generatedAt": "2026-10-24T20:54:54.455673+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -194,6 +194,14 @@
       ],
       "updatedAt": "2026-10-24T20:53:17.135486+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T20:54:54.455337+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Sunrise_pt-200-x1": {
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         "text-generation"
@@ -1587,6 +1595,14 @@
       ],
       "updatedAt": "2026-10-24T20:53:17.135629+00:00"
     },
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T20:54:54.455673+00:00"
+    },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|Sunrise_pt-200-x1": {
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         "text-generation"
@@ -1751,14 +1767,6 @@
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       "updatedAt": "2026-10-24T20:50:32.367542+00:00"
     },
-    "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|Ascend_910-b3": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T20:27:20.591867+00:00"
-    },
     "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|Ascend_910-b4": {
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         "text-generation",
@@ -5881,14 +5889,6 @@
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       "updatedAt": "2026-10-24T20:53:17.231734+00:00"
     },
-    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|MetaX_c-500": {
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-        "text-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T20:27:20.625203+00:00"
-    },
     "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
@@ -6742,6 +6742,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-24T20:53:16.955278+00:00",
+  "taskTreeUpdatedAt": "2026-10-24T20:54:54.259491+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 0e6cc0abe8..5e378887e8 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3800,6 +3800,18 @@
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diff --git a/manifest.json b/manifest.json
index 0b5dff5efb..eb4d7fb926 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }