diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 29cc3ccd9b..b41c15bb1b 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-24T20:58:09.243304+00:00",
+  "generatedAt": "2026-10-24T20:59:01.249779+00:00",
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     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index eb7b65b85e..2cfe0378d9 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-24T20:58:09.360721+00:00",
+  "generatedAt": "2026-10-24T20:59:01.355871+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index a7633a3243..2d9fb62b37 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-24T20:58:09.360721+00:00",
+  "catalogUpdatedAt": "2026-10-24T20:59:01.355871+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-24T20:58:09.548409+00:00",
+  "generatedAt": "2026-10-24T20:59:01.530126+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -964,14 +964,6 @@
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       "updatedAt": "2026-10-24T20:53:17.193585+00:00"
     },
-    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T20:27:20.647826+00:00"
-    },
     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|Vastai_va16": {
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         "text-generation"
@@ -5759,6 +5751,14 @@
       ],
       "updatedAt": "2026-10-24T20:53:17.246848+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-24T13:14:03+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T20:59:01.530126+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-24T13:14:03+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
@@ -6742,6 +6742,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-24T20:58:09.360721+00:00",
+  "taskTreeUpdatedAt": "2026-10-24T20:59:01.355871+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index b0df76e415..f287017e2a 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3801,6 +3801,18 @@
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diff --git a/manifest.json b/manifest.json
index 3b05f484ca..a731bbb874 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }