diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 9bd371e7bf..89bcbae74d 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -506,7 +506,7 @@
       "taskType": "text-generation"
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index cfcf203e1a..9aeb0e66af 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
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@@ -423,139 +423,139 @@
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@@ -565,15 +565,15 @@
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@@ -581,140 +581,140 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 65cce2bd56..162ec8f748 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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@@ -228,6 +228,12 @@
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     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-22T15:10:12+00:00|hygon_k100-ai": {
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@@ -268,6 +274,12 @@
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|hygon_k100-ai": {
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@@ -293,6 +305,12 @@
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@@ -317,6 +335,12 @@
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     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Ascend_910-b4": {
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@@ -334,6 +358,12 @@
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     "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Ascend_910-b3": {
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@@ -366,6 +396,12 @@
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@@ -508,6 +544,12 @@
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@@ -2639,6 +2571,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Hermes-4.3-36B-AWQ-4bit|2026-10-21T17:19:00+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T08:15:52.386949+00:00"
+    },
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@@ -2768,6 +2706,12 @@
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+    "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit|2026-10-21T19:49:11+00:00|Vastai_va16": {
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+    },
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@@ -2850,6 +2782,12 @@
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       "updatedAt": "2026-10-23T08:13:53.964132+00:00"
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+    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit|2026-10-21T16:58:14+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T08:15:52.795780+00:00"
+    },
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@@ -2890,6 +2828,12 @@
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     },
+    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-8bit|2026-10-21T17:19:37+00:00|Vastai_va16": {
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+    },
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@@ -2968,20 +2912,11 @@
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-        "text-to-image-generation",
-        "visual-multi-modal"
+        "text-generation"
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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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-        "visual-multi-modal"
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@@ -3028,6 +2963,12 @@
       ],
       "updatedAt": "2026-10-23T08:13:36.364745+00:00"
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+    "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4|2026-10-22T13:57:14+00:00|Vastai_va16": {
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+    },
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@@ -3074,6 +3015,12 @@
       ],
       "updatedAt": "2026-10-23T08:13:45.361149+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/MiMo-V2-Flash-AWQ-4bit|2026-10-21T18:58:16+00:00|Vastai_va16": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:51.998164+00:00"
+    },
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@@ -3097,6 +3044,12 @@
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       "updatedAt": "2026-10-23T08:13:52.755130+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit|2026-10-21T17:03:19+00:00|Vastai_va16": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:52.709420+00:00"
+    },
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@@ -3342,6 +3243,12 @@
       ],
       "updatedAt": "2026-10-23T08:13:51.054814+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-REAP-139B-A10B-AWQ-4bit|2026-10-21T17:12:30+00:00|Vastai_va16": {
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+      ],
+      "updatedAt": "2026-10-23T08:15:52.591453+00:00"
+    },
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@@ -3382,6 +3289,12 @@
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       "updatedAt": "2026-10-23T08:13:43.472165+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:51.912644+00:00"
+    },
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@@ -3390,43 +3303,6 @@
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-    },
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@@ -3434,6 +3310,12 @@
       ],
       "updatedAt": "2026-10-23T08:13:49.774523+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.5-30B-AWQ-4bit|2026-10-21T17:16:44+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:52.488183+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit|2026-10-21T17:18:20+00:00|Ascend_910-b3": {
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@@ -3466,6 +3348,12 @@
       ],
       "updatedAt": "2026-10-23T08:13:49.057713+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit|2026-10-21T17:18:20+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:52.393525+00:00"
+    },
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@@ -3489,6 +3377,12 @@
       ],
       "updatedAt": "2026-10-23T08:13:42.167553+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-12B-v2-AWQ-4bit|2026-10-21T17:04:48+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:52.678362+00:00"
+    },
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@@ -3527,12 +3421,6 @@
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-    "https://modelscope.cn/models/cyankiwi/Nanbeige4.1-3B-AWQ-4bit|2026-10-21T14:51:04+00:00|Vastai_va16": {
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@@ -3587,6 +3475,12 @@
       ],
       "updatedAt": "2026-10-23T08:13:51.360201+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit|2026-10-21T17:09:55+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:52.591389+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit|2026-10-21T17:09:55+00:00|hygon_k100-ai": {
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@@ -3619,6 +3513,12 @@
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       "updatedAt": "2026-10-23T08:13:52.877771+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:52.709622+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|hygon_k100-ai": {
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@@ -3755,12 +3655,6 @@
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     },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Orchestrator-8B-AWQ-8bit|2026-10-21T15:22:24+00:00|Vastai_va16": {
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@@ -3776,6 +3670,12 @@
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       "updatedAt": "2026-10-23T08:13:52.356795+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit|2026-10-21T17:04:56+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:52.591435+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit|2026-10-21T17:04:56+00:00|hygon_k100-ai": {
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@@ -3822,11 +3722,11 @@
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-    "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-BF16-INT4|2026-10-21T15:32:58+00:00|Vastai_va16": {
+    "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-4bit|2026-10-21T17:13:13+00:00|Vastai_va16": {
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-      "updatedAt": "2026-10-23T08:10:28.462612+00:00"
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@@ -3836,6 +3736,12 @@
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     },
+    "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-BF16-INT8|2026-10-21T17:21:19+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:52.285444+00:00"
+    },
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@@ -3860,6 +3766,12 @@
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       "updatedAt": "2026-10-23T08:13:47.373991+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Vastai_va16": {
+      "taskTypes": [
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@@ -4436,6 +4249,12 @@
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@@ -4932,6 +4687,43 @@
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+    },
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+    },
+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T08:15:51.102252+00:00"
+    },
+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|hygon_k100-ai": {
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@@ -4978,6 +4770,52 @@
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+    },
+    "https://modelscope.cn/models/metax-tech/GLM-5.2-MXFP4|2026-10-23T07:18:01+00:00|Ascend_910-b4": {
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+    },
+    "https://modelscope.cn/models/metax-tech/GLM-5.2-MXFP4|2026-10-23T07:18:01+00:00|Iluvatar_mrv-100": {
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+    },
+    "https://modelscope.cn/models/metax-tech/GLM-5.2-MXFP4|2026-10-23T07:18:01+00:00|Mthreads_s4000": {
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+    },
+    "https://modelscope.cn/models/metax-tech/GLM-5.2-MXFP4|2026-10-23T07:18:01+00:00|hygon_k100-ai": {
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+    },
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@@ -5010,6 +4848,12 @@
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+    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-22T03:51:50+00:00|Vastai_va16": {
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@@ -5018,6 +4862,30 @@
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+    "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Instruct-5bit|2026-10-21T19:08:45+00:00|Vastai_va16": {
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+    },
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+    },
+    "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Thinking-4bit|2026-10-21T19:08:38+00:00|Vastai_va16": {
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+    },
+    "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Thinking-5bit|2026-10-21T18:39:01+00:00|Vastai_va16": {
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@@ -5050,6 +4918,12 @@
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     },
+    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:51.811967+00:00"
+    },
     "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -5304,6 +5178,12 @@
       ],
       "updatedAt": "2026-10-23T08:13:40.184336+00:00"
     },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:51.696880+00:00"
+    },
     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -5344,6 +5224,12 @@
       ],
       "updatedAt": "2026-10-23T08:13:33.474652+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:51.257317+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -5384,6 +5270,12 @@
       ],
       "updatedAt": "2026-10-23T08:13:39.077985+00:00"
     },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:51.585683+00:00"
+    },
     "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -5424,6 +5316,12 @@
       ],
       "updatedAt": "2026-10-23T08:13:33.587210+00:00"
     },
+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:51.258201+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",
@@ -5631,6 +5529,12 @@
       ],
       "updatedAt": "2026-10-23T08:13:35.803589+00:00"
     },
+    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-22T13:58:47+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:51.416692+00:00"
+    },
     "https://modelscope.cn/models/ukisai/Swift-1.5-5bit-MLX|2026-10-22T13:17:57+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -5646,6 +5550,12 @@
       ],
       "updatedAt": "2026-10-23T08:13:38.979907+00:00"
     },
+    "https://modelscope.cn/models/ukisai/Swift-1.5-5bit-MLX|2026-10-22T13:17:57+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:51.585429+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-22T13:06:40+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -5678,6 +5588,12 @@
       ],
       "updatedAt": "2026-10-23T08:13:39.169648+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-22T13:06:40+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:51.585742+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-22T13:06:40+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -5718,6 +5634,12 @@
       ],
       "updatedAt": "2026-10-23T08:13:34.167239+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:51.348609+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",
@@ -5758,6 +5680,12 @@
       ],
       "updatedAt": "2026-10-23T08:13:37.187910+00:00"
     },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:51.496477+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",
@@ -5798,6 +5726,12 @@
       ],
       "updatedAt": "2026-10-23T08:13:36.954140+00:00"
     },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T08:15:51.496349+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -6533,6 +6467,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-23T08:13:32.464116+00:00",
+  "taskTreeUpdatedAt": "2026-10-23T08:15:48.461572+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 5da19280cc..3bd91849a1 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3730,6 +3730,18 @@
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diff --git a/manifest.json b/manifest.json
index 863b34375a..3f8270ce82 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }