diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 2be93bdb25..01855d6cc8 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-25T14:35:49.542139+00:00",
+  "generatedAt": "2026-10-25T14:37:33.645961+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 9b553f48b4..368c910de8 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-25T14:35:49.663579+00:00",
+  "generatedAt": "2026-10-25T14:37:33.770216+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 83d762515e..363152bcf3 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T14:35:49.663579+00:00",
+  "catalogUpdatedAt": "2026-10-25T14:37:33.770216+00:00",
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     "text-generation"
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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-  "generatedAt": "2026-10-25T14:35:57.881953+00:00",
+  "generatedAt": "2026-10-25T14:37:34.296901+00:00",
   "gpuCatalog": {
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@@ -164,7 +164,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T14:30:35.003956+00:00"
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@@ -206,30 +206,7 @@
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-    },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|hygon_k100-ai": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T14:30:35.036913+00:00"
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@@ -1010,6 +987,14 @@
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       "updatedAt": "2026-10-25T14:35:50.587080+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-25T14:07:13+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T14:37:33.980432+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-25T14:07:13+00:00|Biren_166m": {
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         "text-generation"
@@ -1038,6 +1023,12 @@
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       "updatedAt": "2026-10-25T14:35:50.449681+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-25T14:07:13+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T14:37:33.917534+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/MiniMax-M2.7-JANGTQ4|2026-10-21T15:57:28+00:00|Ascend_910-b3": {
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@@ -1200,19 +1191,19 @@
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-    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-25T12:09:05+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-25T14:30:34.467007+00:00"
+      "updatedAt": "2026-10-25T14:37:34.091574+00:00"
+    },
+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-25T12:09:05+00:00|Biren_166m": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T14:35:50.876451+00:00"
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     "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-25T12:09:05+00:00|Iluvatar_bi-150": {
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@@ -1244,6 +1235,14 @@
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       "updatedAt": "2026-10-25T14:35:50.724076+00:00"
     },
+    "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-25T13:37:26+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T14:37:33.980404+00:00"
+    },
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@@ -1272,20 +1271,18 @@
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       "updatedAt": "2026-10-25T14:35:50.549935+00:00"
     },
+    "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-25T13:37:26+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T14:37:33.919989+00:00"
+    },
     "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-24T15:44:50+00:00|Biren_166m": {
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@@ -1299,15 +1296,7 @@
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+      "updatedAt": "2026-10-25T14:37:34.092656+00:00"
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@@ -1655,12 +1644,6 @@
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-    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|Kunlunxin_p-800": {
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@@ -5131,6 +5114,14 @@
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       "updatedAt": "2026-10-25T14:35:50.600797+00:00"
     },
+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-10-25T14:00:43+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T14:37:33.980452+00:00"
+    },
     "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-10-25T14:00:43+00:00|Biren_166m": {
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@@ -5159,6 +5150,12 @@
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       "updatedAt": "2026-10-25T14:35:50.449861+00:00"
     },
+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-10-25T14:00:43+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T14:37:33.917784+00:00"
+    },
     "https://modelscope.cn/models/kakarotter/calix|2026-10-24T12:01:13+00:00|Biren_166m": {
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@@ -5417,19 +5414,19 @@
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-    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-25T12:07:28+00:00|Biren_166m": {
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-    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-25T12:07:28+00:00|Cambricon_mlu-370-x4": {
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-25T12:07:28+00:00|Ascend_910-b4": {
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         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T14:30:34.594429+00:00"
+      "updatedAt": "2026-10-25T14:37:34.163415+00:00"
+    },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-25T12:07:28+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T14:35:50.863856+00:00"
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     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-25T12:07:28+00:00|Iluvatar_bi-150": {
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@@ -5453,20 +5450,11 @@
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-    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-25T12:07:28+00:00|MetaX_c-500": {
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-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
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-    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-25T12:07:28+00:00|Mthreads_s4000": {
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-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T14:30:34.556149+00:00"
+      "updatedAt": "2026-10-25T14:37:34.091813+00:00"
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     "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Ascend_910-b3": {
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@@ -5784,6 +5772,14 @@
       ],
       "updatedAt": "2026-10-25T14:35:50.608348+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-25T13:56:57+00:00|Ascend_910-b4": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T14:37:33.980382+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-25T13:56:57+00:00|Biren_166m": {
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@@ -5812,6 +5808,12 @@
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       "updatedAt": "2026-10-25T14:35:50.450275+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-25T13:56:57+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T14:37:33.919854+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-25T13:04:40+00:00|Ascend_910-b3": {
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@@ -5820,19 +5822,19 @@
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+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-25T13:04:40+00:00|Ascend_910-b4": {
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T14:30:34.587364+00:00"
+      "updatedAt": "2026-10-25T14:37:34.163359+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-25T13:04:40+00:00|Biren_166m": {
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+      ],
+      "updatedAt": "2026-10-25T14:35:50.870221+00:00"
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     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-25T13:04:40+00:00|Iluvatar_bi-150": {
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@@ -5856,20 +5858,11 @@
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-    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-25T13:04:40+00:00|MetaX_c-500": {
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       "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
+        "text-generation"
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-    },
-    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-25T13:04:40+00:00|Mthreads_s4000": {
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-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T14:30:34.546135+00:00"
+      "updatedAt": "2026-10-25T14:37:34.091296+00:00"
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     "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Ascend_910-b3": {
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@@ -6876,6 +6869,6 @@
       "updateTime": "2025-12-22 08:59:53"
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   ],
-  "taskTreeUpdatedAt": "2026-10-25T14:35:49.663579+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T14:37:33.770216+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index fc6c5f0a51..6da0ea5a39 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3833,6 +3833,18 @@
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diff --git a/manifest.json b/manifest.json
index 68a6a47795..d6db284860 100644
--- a/manifest.json
+++ b/manifest.json
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