diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index f20e05328d..357d833e50 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-24T12:44:34.346755+00:00",
+  "generatedAt": "2026-10-24T12:46:16.346257+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 9955d199df..50b93b6bf2 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
-  "communityAttemptedAt": "2026-10-24T12:39:40.456970+00:00",
+  "communityAttemptedAt": "2026-10-24T12:46:16.461621+00:00",
   "communityError": "ModelHubAPIError: 分页大小不能超过100",
   "communitySample": {},
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@@ -452,7 +452,7 @@
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-24T12:44:34.456843+00:00",
+  "generatedAt": "2026-10-24T12:46:16.461621+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 3b5a30e66c..9111cc0bd2 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-24T12:44:34.456843+00:00",
+  "catalogUpdatedAt": "2026-10-24T12:46:16.461621+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-24T12:44:40.325439+00:00",
+  "generatedAt": "2026-10-24T12:46:18.470778+00:00",
   "gpuCatalog": {
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       "canVerify": true,
@@ -2031,14 +2031,6 @@
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       "updatedAt": "2026-10-24T12:16:47.620562+00:00"
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-    "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Cambricon_mlu-370-x8": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T11:53:40.967884+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Iluvatar_bi-100": {
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         "text-generation",
@@ -2060,15 +2052,6 @@
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       "updatedAt": "2026-10-24T12:16:47.719054+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Iluvatar_mrv-100": {
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-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T11:53:40.938206+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -2081,12 +2064,6 @@
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       "updatedAt": "2026-10-24T12:28:16.034492+00:00"
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-    "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Vastai_va16": {
-      "taskTypes": [
-        "text-generation"
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-      "updatedAt": "2026-10-24T11:53:40.907808+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/DASD-4B-Thinking-AWQ-4bit|2026-10-21T16:25:00+00:00|Iluvatar_mrv-100": {
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         "asr",
@@ -2625,6 +2602,45 @@
       ],
       "updatedAt": "2026-10-24T12:44:40.227619+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Hermes-4.3-36B-AWQ-8bit|2026-10-21T16:02:35+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T12:46:18.339863+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Hermes-4.3-36B-AWQ-8bit|2026-10-21T16:02:35+00:00|Iluvatar_bi-100": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T12:46:18.434392+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Hermes-4.3-36B-AWQ-8bit|2026-10-21T16:02:35+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": "2026-10-24T12:46:18.304989+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Hermes-4.3-36B-AWQ-8bit|2026-10-21T16:02:35+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T12:46:18.390483+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Hermes-4.3-36B-AWQ-8bit|2026-10-21T16:02:35+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T12:46:18.269957+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit|2026-10-21T16:19:52+00:00|Biren_166m": {
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@@ -3007,12 +3023,6 @@
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       "updatedAt": "2026-10-24T12:28:16.066284+00:00"
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-    "https://modelscope.cn/models/cyankiwi/LFM2-8B-A1B-AWQ-4bit|2026-10-21T17:00:21+00:00|Vastai_va16": {
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-      "updatedAt": "2026-10-24T11:53:41.209951+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4|2026-10-23T13:31:06+00:00|Ascend_910-b3": {
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@@ -3162,12 +3172,6 @@
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       "updatedAt": "2026-10-24T12:28:16.066025+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit|2026-10-21T17:03:19+00:00|Vastai_va16": {
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-      "updatedAt": "2026-10-24T11:53:41.067635+00:00"
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     "https://modelscope.cn/models/cyankiwi/MiniMax-M2-AWQ-4bit|2026-10-21T16:06:05+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -3573,12 +3577,6 @@
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       "updatedAt": "2026-10-24T12:39:42.454888+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-12B-v2-AWQ-4bit|2026-10-21T17:04:48+00:00|Vastai_va16": {
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-      "updatedAt": "2026-10-24T11:53:41.033939+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit|2026-10-21T16:56:31+00:00|Biren_166m": {
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@@ -3658,14 +3656,6 @@
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       "updatedAt": "2026-10-24T12:16:47.652850+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit|2026-10-21T17:09:55+00:00|Cambricon_mlu-370-x8": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T11:53:40.864333+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit|2026-10-21T17:09:55+00:00|Iluvatar_bi-100": {
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         "text-generation",
@@ -3699,6 +3689,12 @@
       ],
       "updatedAt": "2026-10-24T12:28:15.991624+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": "2026-10-24T12:46:17.944735+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -3721,14 +3717,6 @@
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       "updatedAt": "2026-10-24T12:16:47.790035+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Cambricon_mlu-370-x8": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T11:53:41.168355+00:00"
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     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Iluvatar_bi-100": {
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@@ -3737,15 +3725,6 @@
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       "updatedAt": "2026-10-24T12:05:14.762871+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Iluvatar_mrv-100": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T11:53:41.137566+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Kunlunxin_p-800": {
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@@ -3758,12 +3737,6 @@
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       "updatedAt": "2026-10-24T12:28:16.066313+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Vastai_va16": {
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-      "updatedAt": "2026-10-24T11:53:41.106126+00:00"
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     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit|2026-10-21T16:41:10+00:00|Ascend_910-b3": {
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@@ -3882,12 +3855,6 @@
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       "updatedAt": "2026-10-24T12:28:15.991578+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit|2026-10-21T17:04:56+00:00|Vastai_va16": {
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-      "updatedAt": "2026-10-24T11:53:41.001139+00:00"
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     "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit|2026-10-21T16:49:53+00:00|Ascend_910-b3": {
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@@ -4521,12 +4488,6 @@
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       "updatedAt": "2026-10-24T12:28:16.165336+00:00"
     },
-    "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": "2026-10-24T11:53:41.227963+00:00"
-    },
     "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -4604,6 +4565,53 @@
       ],
       "updatedAt": "2026-10-24T12:41:19.746964+00:00"
     },
+    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-3.0bit|2026-10-21T16:04:21+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T12:46:18.347823+00:00"
+    },
+    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-3.0bit|2026-10-21T16:04:21+00:00|Iluvatar_bi-100": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T12:46:18.470778+00:00"
+    },
+    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-3.0bit|2026-10-21T16:04:21+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": "2026-10-24T12:46:18.296834+00:00"
+    },
+    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-3.0bit|2026-10-21T16:04:21+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T12:46:18.383738+00:00"
+    },
+    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-3.0bit|2026-10-21T16:04:21+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T12:46:18.425720+00:00"
+    },
+    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-3.0bit|2026-10-21T16:04:21+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T12:46:18.261559+00:00"
+    },
     "https://modelscope.cn/models/ibm-granite/granitelib-core-r1.0|2026-10-21T18:58:33+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -6477,6 +6485,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-24T12:44:34.456843+00:00",
+  "taskTreeUpdatedAt": "2026-10-24T12:46:16.461621+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index fa5a6044c6..a3cebf0a50 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3773,6 +3773,18 @@
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diff --git a/manifest.json b/manifest.json
index 693924d7df..5c5d88f878 100644
--- a/manifest.json
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