diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 59682a8e27..9da3ddbcd0 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": "2026-10-24T14:55:18.249640+00:00",
+  "generatedAt": "2026-10-24T14:57:02.255979+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 8836355800..04ef7f1058 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-24T14:55:18.356981+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index eb12743e2c..0ad1ba679e 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-24T14:55:18.356981+00:00",
+  "catalogUpdatedAt": "2026-10-24T14:57:02.357705+00:00",
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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-  "generatedAt": "2026-10-24T14:55:26.236816+00:00",
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-      "updatedAt": "2026-10-24T14:20:52.872710+00:00"
-    },
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@@ -220,6 +212,14 @@
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       "updatedAt": "2026-10-24T14:22:37.153987+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-23T14:44:56+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T14:57:03.071864+00:00"
+    },
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@@ -290,6 +290,14 @@
       ],
       "updatedAt": "2026-10-24T14:22:39.004074+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T14:57:03.636857+00:00"
+    },
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@@ -562,6 +570,14 @@
       ],
       "updatedAt": "2026-10-24T14:22:39.002748+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T14:57:03.636884+00:00"
+    },
     "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-24T07:25:05+00:00|Ascend_910-b4": {
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@@ -632,6 +648,14 @@
       ],
       "updatedAt": "2026-10-24T14:22:36.983477+00:00"
     },
+    "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-24T07:25:05+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T14:57:03.112257+00:00"
+    },
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@@ -702,6 +726,14 @@
       ],
       "updatedAt": "2026-10-24T14:22:37.539235+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T14:57:03.236332+00:00"
+    },
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|hygon_k100-ai": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-24T14:57:03.236161+00:00"
+    },
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@@ -912,6 +952,14 @@
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       "updatedAt": "2026-10-24T14:22:37.601655+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|hygon_k100-ai": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-24T14:57:03.236934+00:00"
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@@ -982,6 +1016,14 @@
       ],
       "updatedAt": "2026-10-24T14:24:18.922148+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-24T12:32:08+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T14:57:02.953778+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|Ascend_910-b4": {
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-    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|Cambricon_mlu-370-x4": {
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-    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|Kunlunxin_p-800": {
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@@ -1052,13 +1080,13 @@
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-    "https://modelscope.cn/models/JANGQ-AI/MiniMax-M2.7-JANGTQ4|2026-10-21T15:57:28+00:00|Ascend_910-b3": {
+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-24T14:09:28.709551+00:00"
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@@ -1136,7 +1164,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T14:09:28.784659+00:00"
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@@ -1208,6 +1236,14 @@
       ],
       "updatedAt": "2026-10-24T14:22:37.744116+00:00"
     },
+    "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T14:57:03.320865+00:00"
+    },
     "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-24T12:07:57+00:00|Ascend_910-b4": {
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@@ -1222,14 +1258,6 @@
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       "updatedAt": "2026-10-24T14:55:19.263925+00:00"
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-    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-24T12:07:57+00:00|Cambricon_mlu-370-x4": {
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-      "updatedAt": "2026-10-24T14:20:52.422917+00:00"
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     "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-24T12:07:57+00:00|Iluvatar_bi-150": {
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@@ -1328,19 +1356,19 @@
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-    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-23T15:25:45+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-24T14:55:24.072976+00:00"
-    },
-    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-23T15:25:45+00:00|Cambricon_mlu-370-x4": {
+    "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|hygon_k100-ai": {
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         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-24T14:20:52.871903+00:00"
+      "updatedAt": "2026-10-24T14:57:03.394813+00:00"
+    },
+    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-23T15:25:45+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T14:55:24.072976+00:00"
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     "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-23T15:25:45+00:00|Iluvatar_mrv-100": {
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@@ -1431,6 +1459,14 @@
       ],
       "updatedAt": "2026-10-24T14:22:38.170857+00:00"
     },
+    "https://modelscope.cn/models/RecursiveSI/flint-int4|2026-10-22T01:37:07+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T14:57:03.463904+00:00"
+    },
     "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Ascend_910-b4": {
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         "text-generation",
@@ -1501,6 +1537,14 @@
       ],
       "updatedAt": "2026-10-24T14:22:37.220937+00:00"
     },
+    "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T14:57:03.112471+00:00"
+    },
     "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|Ascend_910-b4": {
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         "text-generation",
@@ -1571,6 +1615,14 @@
       ],
       "updatedAt": "2026-10-24T14:22:37.153023+00:00"
     },
+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T14:57:03.112295+00:00"
+    },
     "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|Ascend_910-b4": {
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         "text-generation",
@@ -1641,6 +1693,14 @@
       ],
       "updatedAt": "2026-10-24T14:22:37.351580+00:00"
     },
+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T14:57:03.164683+00:00"
+    },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-23T14:46:05+00:00|Ascend_910-b4": {
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@@ -1649,14 +1709,6 @@
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       "updatedAt": "2026-10-24T14:25:56.079632+00:00"
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-    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-23T14:46:05+00:00|Cambricon_mlu-370-x4": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T14:20:52.872595+00:00"
-    },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-23T14:46:05+00:00|Iluvatar_bi-150": {
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         "asr",
@@ -1844,6 +1896,14 @@
       ],
       "updatedAt": "2026-10-24T14:22:38.006069+00:00"
     },
+    "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T14:57:03.395237+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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@@ -1858,14 +1918,6 @@
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       "updatedAt": "2026-10-24T14:55:19.187688+00:00"
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-    "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|Cambricon_mlu-370-x4": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T14:20:52.264918+00:00"
-    },
     "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|Iluvatar_bi-150": {
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@@ -1888,12 +1940,6 @@
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       "updatedAt": "2026-10-24T14:22:31.804767+00:00"
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-    "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
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-      "updatedAt": "2026-10-24T14:20:52.351406+00:00"
-    },
     "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|MetaX_c-500": {
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         "feature_emb",
@@ -1914,6 +1960,14 @@
       ],
       "updatedAt": "2026-10-24T14:22:31.756549+00:00"
     },
+    "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T14:57:02.916309+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-8bit|2026-10-21T16:21:36+00:00|Biren_166m": {
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@@ -1982,7 +2036,7 @@
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@@ -3675,6 +3673,14 @@
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-    "https://modelscope.cn/models/kakarotter/calix|2026-10-24T12:01:13+00:00|Cambricon_mlu-370-x4": {
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@@ -4902,6 +4854,14 @@
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+    "https://modelscope.cn/models/kakarotter/calix|2026-10-24T12:01:13+00:00|hygon_k100-ai": {
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@@ -4936,6 +4896,14 @@
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+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|hygon_k100-ai": {
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@@ -5006,6 +4974,14 @@
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+    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-22T03:51:50+00:00|hygon_k100-ai": {
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@@ -5100,6 +5076,14 @@
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+    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|hygon_k100-ai": {
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@@ -5170,6 +5154,14 @@
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+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|hygon_k100-ai": {
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+    },
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@@ -5240,6 +5232,14 @@
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+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|hygon_k100-ai": {
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+    },
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@@ -5380,6 +5380,14 @@
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+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|hygon_k100-ai": {
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+    },
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@@ -5450,6 +5458,14 @@
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+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|hygon_k100-ai": {
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@@ -5532,6 +5534,14 @@
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+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-24T13:14:03+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-24T14:57:02.939205+00:00"
+    },
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@@ -5602,6 +5598,14 @@
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+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-24T12:59:23+00:00|hygon_k100-ai": {
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     "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Iluvatar_bi-150": {
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         "asr",
@@ -5646,12 +5642,6 @@
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       "updatedAt": "2026-10-24T14:22:31.865889+00:00"
     },
-    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Kunlunxin_p-800": {
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-        "text-generation"
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-      "updatedAt": "2026-10-24T14:20:52.284918+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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         "feature_emb",
@@ -5672,6 +5662,14 @@
       ],
       "updatedAt": "2026-10-24T14:22:31.796806+00:00"
     },
+    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T14:57:02.839911+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -5742,6 +5740,14 @@
       ],
       "updatedAt": "2026-10-24T14:22:37.745036+00:00"
     },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T14:57:03.321113+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b4": {
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         "text-generation",
@@ -5812,19 +5818,27 @@
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       "updatedAt": "2026-10-24T14:22:37.745926+00:00"
     },
-    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Cambricon_mlu-370-x4": {
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-24T14:20:52.871723+00:00"
+      "updatedAt": "2026-10-24T14:57:03.320911+00:00"
     },
     "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-24T14:22:36.950908+00:00"
+    },
+    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T14:57:03.070585+00:00"
     }
   },
   "taskTree": [
@@ -6507,6 +6521,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-24T14:55:18.356981+00:00",
+  "taskTreeUpdatedAt": "2026-10-24T14:57:02.357705+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 2dc908ee75..b8edff4257 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3774,6 +3774,18 @@
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diff --git a/manifest.json b/manifest.json
index 27ad76c891..ed75b13054 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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   "schemaVersion": 1,
-  "updatedAt": "2026-10-24T14:55:31.124107+00:00",
+  "updatedAt": "2026-10-24T14:57:06.165758+00:00",
   "writerId": "f3962e442a544d0aab4bb98889be6b76"
 }