diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 3f1b928ff7..bf44995e2d 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -770,7 +770,7 @@
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 731f9370b2..51ffe7aa2e 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index e985b305f6..ec615bdf62 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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@@ -56,7 +56,7 @@
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@@ -879,7 +886,7 @@
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-    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B|2026-10-21T12:17:17+00:00|Kunlunxin_p-800": {
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@@ -1155,7 +1018,7 @@
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@@ -1163,7 +1026,14 @@
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@@ -1171,7 +1041,7 @@
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@@ -1179,7 +1049,7 @@
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@@ -1187,7 +1057,7 @@
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@@ -1200,7 +1070,7 @@
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@@ -1209,13 +1079,14 @@
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         "visual-multi-modal"
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@@ -1239,7 +1110,7 @@
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@@ -1252,7 +1123,7 @@
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@@ -1261,13 +1132,14 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T16:25:45.463085+00:00"
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-    "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-MNN|2026-10-21T05:17:01+00:00|Kunlunxin_p-800": {
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@@ -1275,7 +1147,7 @@
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+        "text-to-image-generation",
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+    "https://modelscope.cn/models/cyankiwi/Devstral-Small-2507-AWQ-4bit|2026-10-21T14:56:41+00:00|Ascend_910-b4": {
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+    },
+    "https://modelscope.cn/models/cyankiwi/LFM2-24B-A2B-AWQ-8bit|2026-10-21T13:51:06+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-10-21T16:25:40.161569+00:00"
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@@ -4077,7 +3961,7 @@
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         "visual-multi-modal"
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@@ -4090,7 +3974,7 @@
         "vision_classification",
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@@ -4099,13 +3983,14 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T16:25:42.914396+00:00"
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-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-8bit|2026-10-21T13:20:37+00:00|Kunlunxin_p-800": {
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-8bit|2026-10-21T13:20:37+00:00|Mthreads_s4000": {
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+        "text-generation",
+        "visual-multi-modal"
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@@ -4113,7 +3998,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-21T16:25:42.727321+00:00"
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@@ -4413,6 +4298,59 @@
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       "updatedAt": "2026-10-21T17:21:52.288316+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:28:33.641945+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:28:33.547470+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:28:33.720034+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:28:33.590714+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:28:33.772427+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:28:33.507328+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-8bit|2026-10-21T14:18:30+00:00|Iluvatar_mrv-100": {
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@@ -4420,13 +4358,7 @@
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-    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-8bit|2026-10-21T14:18:30+00:00|Kunlunxin_p-800": {
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-      ],
-      "updatedAt": "2026-10-21T16:25:40.047224+00:00"
+      "updatedAt": "2026-10-21T17:28:37.120211+00:00"
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     "https://modelscope.cn/models/cyankiwi/Ornith-1.0-35B-AWQ-FP8|2026-10-20T14:01:12+00:00|Ascend_910-b3": {
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@@ -4627,7 +4559,7 @@
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+    "https://modelscope.cn/models/hf/BennyDaBall-MiniMax-M2.5-REAP-139B-A10B-MXFP4|2026-10-21T14:57:06+00:00|Iluvatar_bi-150": {
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-    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B-GGUF|2026-10-21T12:18:39+00:00|Kunlunxin_p-800": {
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@@ -5904,7 +5890,7 @@
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-    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-21T12:11:24+00:00|Kunlunxin_p-800": {
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+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-21T17:27:59+00:00|Ascend_910-b3": {
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+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:28:33.633861+00:00"
+    },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-21T17:27:59+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:28:33.539280+00:00"
+    },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-21T17:27:59+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:28:33.733037+00:00"
+    },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-21T17:27:59+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:28:33.581580+00:00"
+    },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-21T17:27:59+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:28:33.779913+00:00"
+    },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-21T17:27:59+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T17:28:33.503624+00:00"
+    },
     "https://modelscope.cn/models/shisa-ai/shisa-de-2.1-FP8-dynamic|2026-10-19T18:55:19+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -6291,7 +6331,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-21T16:25:38.965168+00:00"
+      "updatedAt": "2026-10-21T17:28:36.827274+00:00"
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     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-21T14:45:02+00:00|Ascend_910-b4": {
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@@ -6299,7 +6339,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-21T16:25:38.931315+00:00"
+      "updatedAt": "2026-10-21T17:28:36.748382+00:00"
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     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-21T14:45:02+00:00|Iluvatar_bi-150": {
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@@ -6312,7 +6352,7 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-21T16:25:39.039555+00:00"
+      "updatedAt": "2026-10-21T17:28:36.879602+00:00"
     },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-21T14:45:02+00:00|Iluvatar_mrv-100": {
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@@ -6321,13 +6361,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-21T16:25:39.000418+00:00"
-    },
-    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-21T14:45:02+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-21T16:25:39.068574+00:00"
+      "updatedAt": "2026-10-21T17:28:36.791332+00:00"
     },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-21T14:45:02+00:00|Mthreads_s4000": {
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@@ -6342,7 +6376,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-21T16:25:38.898010+00:00"
+      "updatedAt": "2026-10-21T17:28:36.708030+00:00"
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     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -7129,6 +7163,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-21T17:26:53.595728+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T17:28:32.977705+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 2a32022e62..159c0c4e1f 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3682,6 +3682,18 @@
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diff --git a/manifest.json b/manifest.json
index cf8966d493..0c0418f50f 100644
--- a/manifest.json
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@@ -2,24 +2,24 @@
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 }