diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 4e2d4fbeae..567ee7d990 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": "2026-10-22T12:13:41.241384+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 4cc892d58a..accd9d44d5 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
-  "communityAttemptedAt": "2026-10-22T12:10:12.651639+00:00",
+  "communityAttemptedAt": "2026-10-22T12:15:21.062078+00:00",
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@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-22T12:13:41.357692+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index c0cbe65654..40ff9c2954 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-22T12:13:41.357692+00:00",
+  "catalogUpdatedAt": "2026-10-22T12:15:21.062078+00:00",
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     "text-generation"
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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-  "generatedAt": "2026-10-22T12:13:41.357692+00:00",
+  "generatedAt": "2026-10-22T12:15:26.800114+00:00",
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@@ -1032,6 +1032,37 @@
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       "updatedAt": "2026-10-22T11:30:49.784070+00:00"
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+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-22T12:07:27+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T12:15:26.601902+00:00"
+    },
+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-22T12:07:27+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T12:15:26.765048+00:00"
+    },
+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-22T12:07:27+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T12:15:26.700248+00:00"
+    },
+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-22T12:07:27+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T12:15:26.655543+00:00"
+    },
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@@ -1637,23 +1668,6 @@
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-    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-4B-Instruct-2507-AWQ|2026-10-19T18:17:12+00:00|Cambricon_mlu-370-x4": {
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-    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-4B-Instruct-2507-AWQ|2026-10-19T18:17:12+00:00|Iluvatar_mrv-100": {
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@@ -1827,44 +1841,6 @@
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@@ -1966,12 +1942,6 @@
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@@ -4422,14 +4392,6 @@
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-    "https://modelscope.cn/models/cyankiwi/Ornith-1.5-35B-A3B-AWQ-INT4|2026-10-19T18:06:00+00:00|Cambricon_mlu-370-x4": {
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@@ -5064,14 +5026,6 @@
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         "text-generation",
@@ -5674,6 +5628,51 @@
       ],
       "updatedAt": "2026-10-22T11:30:49.663819+00:00"
     },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T12:15:26.628271+00:00"
+    },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T12:15:26.595269+00:00"
+    },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T12:15:26.800114+00:00"
+    },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T12:15:26.756813+00:00"
+    },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-22T12:15:26.665655+00:00"
+    },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T12:15:26.708130+00:00"
+    },
     "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-21T17:33:39+00:00|Ascend_910-b3": {
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@@ -6617,6 +6616,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
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-  "taskTreeUpdatedAt": "2026-10-22T12:13:41.357692+00:00",
+  "taskTreeUpdatedAt": "2026-10-22T12:15:21.062078+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index d08ee1d2dd..154caa67a9 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3715,6 +3715,18 @@
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diff --git a/manifest.json b/manifest.json
index 7a44fa8959..4bb42b61e0 100644
--- a/manifest.json
+++ b/manifest.json
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