diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 274c239d40..d47eae0538 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -487,7 +487,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-22T21:04:29.197897+00:00",
+  "generatedAt": "2026-10-22T21:06:09.276228+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 5be9bdaa6e..9b595b8d45 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-22T21:04:29.265135+00:00",
+  "generatedAt": "2026-10-22T21:06:09.371387+00:00",
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     "Ascend_910-b3": {
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index fcf0082533..32381fba94 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-22T21:04:29.265135+00:00",
+  "catalogUpdatedAt": "2026-10-22T21:06:09.371387+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-10-22T21:04:31.402451+00:00",
+  "generatedAt": "2026-10-22T21:06:09.589279+00:00",
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       "canVerify": true,
@@ -240,6 +240,14 @@
       ],
       "updatedAt": "2026-10-22T21:02:24.978228+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-22T15:10:12+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T21:06:09.589011+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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         "text-generation",
@@ -3356,14 +3364,6 @@
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T20:05:36.521296+00:00"
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     "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-172B-A10B-AWQ-4bit|2026-10-21T15:49:58+00:00|Cambricon_mlu-370-x4": {
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         "text-generation",
@@ -3372,12 +3372,6 @@
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     },
-    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-172B-A10B-AWQ-4bit|2026-10-21T15:49:58+00:00|Vastai_va16": {
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-    },
     "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-172B-A10B-AWQ-4bit|2026-10-21T15:49:58+00:00|hygon_k100-ai": {
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         "text-generation",
@@ -4238,12 +4232,6 @@
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-    "https://modelscope.cn/models/cyankiwi/Qwen3-30B-A3B-Instruct-2507-AWQ-8bit|2026-10-21T15:49:43+00:00|Vastai_va16": {
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-      "updatedAt": "2026-10-22T20:05:36.522539+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Qwen3-30B-A3B-Thinking-2507-AWQ-4bit|2026-10-21T16:18:34+00:00|Vastai_va16": {
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         "text-generation"
@@ -5681,6 +5669,14 @@
       ],
       "updatedAt": "2026-10-22T21:02:24.978193+00:00"
     },
+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T21:06:09.589279+00:00"
+    },
     "https://modelscope.cn/models/siliconflow/DeepSeek-V4.1-Flash-1017-SF-Int8|2026-10-21T00:27:59+00:00|Ascend_910-b4": {
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         "text-generation",
@@ -5881,6 +5877,14 @@
       ],
       "updatedAt": "2026-10-22T21:02:25.467555+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T21:06:09.594984+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Ascend_910-b4": {
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         "text-generation",
@@ -6709,6 +6713,6 @@
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-  "taskTreeUpdatedAt": "2026-10-22T21:04:29.265135+00:00",
+  "taskTreeUpdatedAt": "2026-10-22T21:06:09.371387+00:00",
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 91c33ce0ef..2b62c419d8 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3726,6 +3726,18 @@
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diff --git a/manifest.json b/manifest.json
index 7bc3db4583..7fbc46a79a 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }