diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index ef274d5904..a3df93a2b5 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 d091bbc6e7..a8c9d9a30b 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
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@@ -423,298 +423,298 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 4dfd136ab8..0ff936b96e 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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@@ -280,6 +280,12 @@
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@@ -326,6 +332,12 @@
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@@ -357,6 +369,12 @@
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@@ -387,6 +405,12 @@
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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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@@ -410,6 +434,12 @@
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@@ -448,6 +478,12 @@
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+    "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-8bit|2026-10-21T16:21:36+00:00|Vastai_va16": {
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+    "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit|2026-10-21T16:19:53+00:00|Vastai_va16": {
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+    "https://modelscope.cn/models/cyankiwi/DASD-4B-Thinking-AWQ-4bit|2026-10-21T16:25:00+00:00|Vastai_va16": {
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+    "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-AWQ-4bit|2026-10-21T16:31:40+00:00|Vastai_va16": {
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+    "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-4bit|2026-10-21T16:06:54+00:00|Vastai_va16": {
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@@ -2785,6 +2379,12 @@
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@@ -2793,6 +2393,12 @@
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@@ -2831,6 +2437,12 @@
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@@ -2890,6 +2481,12 @@
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@@ -2936,6 +2539,12 @@
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@@ -2995,6 +2604,12 @@
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@@ -3041,6 +2656,12 @@
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@@ -3065,6 +2686,12 @@
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+    },
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@@ -3090,6 +2717,12 @@
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+    },
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@@ -3122,6 +2761,12 @@
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@@ -3154,6 +2805,12 @@
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@@ -3192,6 +2849,12 @@
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+    },
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@@ -3221,6 +2884,12 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit|2026-10-21T17:03:19+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T07:32:13.791841+00:00"
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@@ -3259,6 +2928,12 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2-AWQ-4bit|2026-10-21T16:06:05+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T07:32:17.972119+00:00"
+    },
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@@ -3305,6 +2980,12 @@
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+    },
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@@ -3343,6 +3024,12 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit|2026-10-21T16:25:01+00:00|Vastai_va16": {
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@@ -3374,6 +3061,12 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-AWQ-4bit|2026-10-21T16:56:38+00:00|Vastai_va16": {
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@@ -3420,6 +3113,12 @@
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+    "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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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Vastai_va16": {
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+    },
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@@ -3481,6 +3186,12 @@
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+    "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.5-30B-AWQ-4bit|2026-10-21T17:16:44+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T07:32:12.582821+00:00"
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@@ -3756,6 +3509,12 @@
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@@ -3764,6 +3523,12 @@
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+      "updatedAt": "2026-10-23T07:32:16.561199+00:00"
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@@ -3815,6 +3580,12 @@
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@@ -3853,6 +3624,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit|2026-10-21T16:49:53+00:00|Vastai_va16": {
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@@ -3861,6 +3638,12 @@
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+      "updatedAt": "2026-10-23T07:32:12.656497+00:00"
+    },
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@@ -3869,6 +3652,12 @@
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+    "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-BF16-INT8|2026-10-21T17:21:19+00:00|Vastai_va16": {
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@@ -3899,6 +3688,12 @@
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-        "visual-multi-modal"
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-    "https://modelscope.cn/models/cyankiwi/Qwen-AgentWorld-35B-A3B-AWQ-INT4|2026-10-20T14:24:28+00:00|hygon_k100-ai": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-23T06:57:19.973451+00:00"
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@@ -4086,6 +3849,12 @@
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+    },
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@@ -4098,6 +3867,30 @@
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+    "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Instruct-2507-AWQ-8bit|2026-10-21T16:38:24+00:00|Vastai_va16": {
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+    },
+    "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Thinking-2507-AWQ-4bit|2026-10-21T17:12:48+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T07:32:12.671094+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Thinking-2507-AWQ-8bit|2026-10-21T16:12:30+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T07:32:16.866134+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Qwen3-Next-80B-A3B-Instruct-AWQ-8bit|2026-10-21T17:23:25+00:00|Vastai_va16": {
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+    },
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@@ -4105,6 +3898,12 @@
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     },
+    "https://modelscope.cn/models/cyankiwi/Qwen3-Next-80B-A3B-Thinking-AWQ-4bit|2026-10-21T17:17:44+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T07:32:12.490926+00:00"
+    },
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@@ -4114,6 +3913,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Seed-OSS-36B-Instruct-AWQ-8bit|2026-10-21T16:46:52+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T07:32:15.415191+00:00"
+    },
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@@ -4152,6 +3957,12 @@
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       "updatedAt": "2026-10-23T06:59:48.970302+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-4bit|2026-10-21T17:21:32+00:00|Vastai_va16": {
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+        "text-generation"
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+      "updatedAt": "2026-10-23T07:32:12.418083+00:00"
+    },
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@@ -4190,6 +4001,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit|2026-10-21T16:56:28+00:00|Vastai_va16": {
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+    },
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@@ -4236,6 +4053,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-8bit|2026-10-21T16:14:40+00:00|Vastai_va16": {
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+    },
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@@ -4282,6 +4105,12 @@
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+    "https://modelscope.cn/models/cyankiwi/command-a-reasoning-08-2025-AWQ-4bit|2026-10-21T17:00:11+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T07:32:13.834229+00:00"
+    },
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@@ -4352,6 +4181,12 @@
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     },
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|Vastai_va16": {
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+      ],
+      "updatedAt": "2026-10-23T07:32:07.780890+00:00"
+    },
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@@ -4598,6 +4361,12 @@
       ],
       "updatedAt": "2026-10-23T07:00:04.661350+00:00"
     },
+    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-3.0bit|2026-10-21T16:04:21+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T07:32:18.070234+00:00"
+    },
     "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-3.0bit|2026-10-21T16:04:21+00:00|hygon_k100-ai": {
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@@ -4826,6 +4595,43 @@
       ],
       "updatedAt": "2026-10-23T07:03:42.657425+00:00"
     },
+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-23T07:32:07.832757+00:00"
+    },
+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T07:32:07.780202+00:00"
+    },
+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T07:32:07.877820+00:00"
+    },
+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T07:32:08.056085+00:00"
+    },
+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T07:32:07.962527+00:00"
+    },
     "https://modelscope.cn/models/litert-community/Gemma3-1B-IT|2026-10-19T22:28:07+00:00|Ascend_910-b3": {
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@@ -4956,6 +4762,12 @@
       ],
       "updatedAt": "2026-10-23T07:21:15.056042+00:00"
     },
+    "https://modelscope.cn/models/metax-tech/GLM-5.2-MXFP4|2026-10-23T07:18:01+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T07:32:07.780575+00:00"
+    },
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@@ -5002,6 +4814,12 @@
       ],
       "updatedAt": "2026-10-23T06:59:42.858681+00:00"
     },
+    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-22T03:51:50+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
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+      "updatedAt": "2026-10-23T07:32:08.719057+00:00"
+    },
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@@ -5010,6 +4828,30 @@
       ],
       "updatedAt": "2026-10-23T07:01:57.590298+00:00"
     },
+    "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Instruct-5bit|2026-10-21T19:08:45+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T07:32:08.873235+00:00"
+    },
+    "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Instruct-bf16|2026-10-21T18:55:40+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T07:32:08.985732+00:00"
+    },
+    "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Thinking-4bit|2026-10-21T19:08:38+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T07:32:08.883560+00:00"
+    },
+    "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Thinking-5bit|2026-10-21T18:39:01+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T07:32:09.074420+00:00"
+    },
     "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Ascend_910-b3": {
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@@ -5048,6 +4890,12 @@
       ],
       "updatedAt": "2026-10-23T06:59:44.257974+00:00"
     },
+    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Vastai_va16": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T07:32:08.787081+00:00"
+    },
     "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|hygon_k100-ai": {
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@@ -5259,6 +5107,12 @@
       ],
       "updatedAt": "2026-10-23T06:59:42.554380+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": "2026-10-23T07:32:08.719038+00:00"
+    },
     "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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         "text-generation",
@@ -5305,6 +5159,12 @@
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       "updatedAt": "2026-10-23T07:01:55.660098+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Vastai_va16": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T07:32:08.174944+00:00"
+    },
     "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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@@ -5351,6 +5211,12 @@
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       "updatedAt": "2026-10-23T07:01:57.189237+00:00"
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+    "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": "2026-10-23T07:32:08.500984+00:00"
+    },
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@@ -5397,6 +5263,12 @@
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       "updatedAt": "2026-10-23T07:01:56.191220+00:00"
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+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Vastai_va16": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T07:32:08.175705+00:00"
+    },
     "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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-    },
-    "https://modelscope.cn/models/siliconflow/DeepSeek-V4.1-Flash-1017-SF-Int8|2026-10-21T00:27:59+00:00|hygon_k100-ai": {
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-        "visual-multi-modal"
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@@ -5496,14 +5331,6 @@
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     },
-    "https://modelscope.cn/models/skt/A.X-K2|2026-10-20T14:08:22+00:00|Ascend_910-b4": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-    },
     "https://modelscope.cn/models/skt/A.X-K2|2026-10-20T14:08:22+00:00|Iluvatar_mrv-100": {
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         "asr",
@@ -5595,6 +5422,12 @@
       ],
       "updatedAt": "2026-10-23T07:01:56.970764+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": "2026-10-23T07:32:08.402880+00:00"
+    },
     "https://modelscope.cn/models/ukisai/Swift-1.5-5bit-MLX|2026-10-22T13:17:57+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -5610,6 +5443,12 @@
       ],
       "updatedAt": "2026-10-23T07:01:57.273540+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": "2026-10-23T07:32:08.598941+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-22T13:06:40+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -5648,6 +5487,12 @@
       ],
       "updatedAt": "2026-10-23T07:01:57.294081+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": "2026-10-23T07:32:08.599398+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-22T13:06:40+00:00|hygon_k100-ai": {
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         "text-generation",
@@ -5694,6 +5539,12 @@
       ],
       "updatedAt": "2026-10-23T07:01:56.585250+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": "2026-10-23T07:32:08.299619+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|hygon_k100-ai": {
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         "text-generation",
@@ -5740,6 +5591,12 @@
       ],
       "updatedAt": "2026-10-23T07:01:57.227278+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": "2026-10-23T07:32:08.500958+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",
@@ -5786,6 +5643,12 @@
       ],
       "updatedAt": "2026-10-23T07:01:57.053164+00:00"
     },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T07:32:08.500938+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -6521,6 +6384,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-23T07:30:24.265451+00:00",
+  "taskTreeUpdatedAt": "2026-10-23T07:32:04.868370+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 1321ed3123..28a27b53f9 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 c57c55108c..93330cc051 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }