diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index aa9bdc2eeb..af1a47a800 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index d31ad83ff6..f9c2e09ad6 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
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@@ -452,7 +452,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index e240ad4baf..d10885d5a2 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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+    },
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+    },
+    "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit|2026-10-21T16:38:25+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|Iluvatar_bi-150": {
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+        "text-to-image-generation",
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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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+      "updatedAt": "2026-10-25T13:14:59.235035+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/GLM-4.7-AWQ-4bit|2026-10-21T16:51:46+00:00|Iluvatar_bi-150": {
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+        "question_answering",
+        "reinforcement_learning",
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+        "text-to-image-generation",
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+    },
+    "https://modelscope.cn/models/cyankiwi/GLM-4.7-AWQ-4bit|2026-10-21T16:51:46+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-25T13:15:08.380346+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/GLM-4.7-Flash-AWQ-4bit|2026-10-21T16:56:28+00:00|Vastai_va16": {
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+    },
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         "text-to-image-generation",
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-    "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-8bit|2026-10-21T16:52:19+00:00|Biren_166m": {
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-    "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-8bit|2026-10-21T16:52:19+00:00|Sunrise_pt-200-x1": {
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@@ -2832,7 +2913,21 @@
         "text-to-image-generation",
         "visual-multi-modal"
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+    },
+    "https://modelscope.cn/models/cyankiwi/Hermes-4.3-36B-AWQ-8bit|2026-10-21T16:02:35+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T13:15:15.772011+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Hermes-4.3-36B-AWQ-8bit|2026-10-21T16:02:35+00:00|Biren_166m": {
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@@ -2845,13 +2940,13 @@
         "vision_classification",
         "visual-multi-modal"
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-    "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-4bit|2026-10-21T16:43:24+00:00|Biren_166m": {
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+    },
+    "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-8bit|2026-10-21T15:39:54+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T13:15:18.828278+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-8bit|2026-10-21T15:39:54+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T13:15:18.756319+00:00"
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+      "updatedAt": "2026-10-25T13:14:59.997031+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/LFM2-8B-A1B-AWQ-4bit|2026-10-21T17:00:21+00:00|Iluvatar_bi-150": {
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+        "visual-multi-modal"
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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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-    "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit|2026-10-21T17:03:19+00:00|Sunrise_pt-200-x1": {
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+    },
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+      "updatedAt": "2026-10-25T13:15:13.144570+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Llama-3_3-Nemotron-Super-49B-v1_5-AWQ-4bit|2026-10-21T16:17:19+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-25T13:15:13.109548+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiMo-V2-Flash-AWQ-4bit|2026-10-21T18:58:16+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T13:15:00.356813+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiMo-V2-Flash-AWQ-4bit|2026-10-21T18:58:16+00:00|Iluvatar_bi-150": {
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+        "text-to-image-generation",
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+    },
+    "https://modelscope.cn/models/cyankiwi/MiMo-V2-Flash-AWQ-4bit|2026-10-21T18:58:16+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T13:15:00.287641+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"
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+      "updatedAt": "2026-10-25T13:15:06.393249+00:00"
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@@ -3106,7 +3267,15 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T13:06:02.659912+00:00"
+      "updatedAt": "2026-10-25T13:15:15.495015+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2-AWQ-4bit|2026-10-21T16:06:05+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T13:15:15.531399+00:00"
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@@ -3114,13 +3283,13 @@
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-      "updatedAt": "2026-10-25T13:06:02.614781+00:00"
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@@ -3128,7 +3297,21 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T13:06:03.088009+00:00"
+      "updatedAt": "2026-10-25T13:15:16.638691+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2-REAP-162B-A10B-AWQ-4bit|2026-10-21T15:57:21+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T13:15:16.675202+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2-REAP-162B-A10B-AWQ-4bit|2026-10-21T15:57:21+00:00|Biren_166m": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T13:15:16.590051+00:00"
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     "https://modelscope.cn/models/cyankiwi/MiniMax-M2-REAP-162B-A10B-AWQ-4bit|2026-10-21T15:57:21+00:00|Iluvatar_bi-150": {
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@@ -3141,7 +3324,7 @@
         "vision_classification",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T13:06:03.019924+00:00"
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@@ -3149,13 +3332,13 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T13:06:03.131645+00:00"
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-      "updatedAt": "2026-10-25T13:06:02.986995+00:00"
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@@ -3212,7 +3395,21 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T13:06:03.963344+00:00"
+      "updatedAt": "2026-10-25T13:15:19.427156+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T13:15:19.464327+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Biren_166m": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T13:15:19.393936+00:00"
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     "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Iluvatar_bi-150": {
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@@ -3225,13 +3422,13 @@
         "vision_classification",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T13:06:03.922544+00:00"
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       "taskTypes": [
         "text-generation"
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-      "updatedAt": "2026-10-25T13:06:03.877850+00:00"
+      "updatedAt": "2026-10-25T13:15:19.326971+00:00"
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@@ -3239,7 +3436,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T13:06:02.361564+00:00"
+      "updatedAt": "2026-10-25T13:15:11.923867+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit|2026-10-21T16:25:01+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
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+      "updatedAt": "2026-10-25T13:15:11.895070+00:00"
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     "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit|2026-10-21T16:25:01+00:00|MetaX_c-500": {
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@@ -3247,13 +3450,13 @@
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-      "updatedAt": "2026-10-25T13:06:02.430469+00:00"
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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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@@ -3269,89 +3486,63 @@
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@@ -3373,45 +3564,49 @@
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+    },
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+    },
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@@ -3508,7 +3710,26 @@
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+    },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit|2026-10-21T16:41:10+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T13:15:10.245049+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit|2026-10-21T16:41:10+00:00|Iluvatar_bi-150": {
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+        "question_answering",
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+        "text-generation",
+        "text-to-image-generation",
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@@ -3516,13 +3737,19 @@
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+    },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit|2026-10-21T15:59:12+00:00|Biren_166m": {
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@@ -3535,19 +3762,25 @@
         "vision_classification",
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+    },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Orchestrator-8B-AWQ-4bit|2026-10-21T16:18:09+00:00|Vastai_va16": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T13:15:13.087895+00:00"
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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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@@ -3582,17 +3815,11 @@
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@@ -3600,7 +3827,21 @@
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+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit|2026-10-21T15:42:33+00:00|Ascend_910-b4": {
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+    "https://modelscope.cn/models/ustcliusaisai/DeepSeek-V4.1-Flash-1017-GSQ-RCO-IQ2_XXS-Strata|2026-10-24T11:36:54+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-25T13:14:54.934263+00:00"
+    },
+    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-25T11:26:46+00:00|Vastai_va16": {
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     },
     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Ascend_910-b3": {
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@@ -6605,6 +6705,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-25T13:11:47.435555+00:00",
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   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 525d27d1e6..74dbd074fb 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
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diff --git a/manifest.json b/manifest.json
index 4f482e6ae3..5d431f8307 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }