diff --git a/.modelhub_state/account_capacity.json b/.modelhub_state/account_capacity.json
index aee9f9d2da..6798368d88 100644
--- a/.modelhub_state/account_capacity.json
+++ b/.modelhub_state/account_capacity.json
@@ -2,53 +2,53 @@
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-  "updatedAt": "2026-10-23T18:40:05.869290+00:00",
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 }
diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index e2b1bd3cfe..d8c733fa4a 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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-  "generatedAt": "2026-10-23T19:48:26.459414+00:00",
+  "generatedAt": "2026-10-23T19:50:13.988099+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 7f99e77e0a..88c56ef53e 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
-  "communityAttemptedAt": "2026-10-23T19:45:01.861420+00:00",
+  "communityAttemptedAt": "2026-10-23T19:50:53.559785+00:00",
   "communityError": "ModelHubAPIError: 分页大小不能超过100",
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@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-23T19:48:26.558104+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 3c755523f4..890726674f 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-23T19:48:26.558104+00:00",
+  "catalogUpdatedAt": "2026-10-23T19:50:53.559785+00:00",
   "configuredTaskTypes": [
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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-  "generatedAt": "2026-10-23T19:48:26.558104+00:00",
+  "generatedAt": "2026-10-23T19:52:03.657045+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -150,6 +150,52 @@
     }
   },
   "modelGpuTaskTypes": {
+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T19:52:00.164423+00:00"
+    },
+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T19:52:00.260397+00:00"
+    },
+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T19:52:00.554768+00:00"
+    },
+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T19:52:00.054893+00:00"
+    },
+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T19:52:00.468123+00:00"
+    },
+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T19:52:00.361887+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-23T14:44:56+00:00|Ascend_910-b3": {
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@@ -196,22 +242,6 @@
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-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b3": {
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-      "updatedAt": "2026-10-23T18:42:07.366927+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b4": {
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-      "updatedAt": "2026-10-23T18:42:07.310535+00:00"
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Iluvatar_mrv-100": {
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@@ -221,19 +251,6 @@
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-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Mthreads_s4000": {
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-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Vastai_va16": {
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@@ -242,14 +259,6 @@
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Ascend_910-b4": {
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@@ -282,27 +283,12 @@
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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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@@ -318,22 +304,6 @@
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@@ -343,13 +313,6 @@
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@@ -370,7 +333,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T18:39:52.573286+00:00"
+      "updatedAt": "2026-10-23T19:51:54.355925+00:00"
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     "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|Ascend_910-b4": {
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@@ -378,7 +341,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T18:39:52.489172+00:00"
+      "updatedAt": "2026-10-23T19:51:54.395472+00:00"
     },
     "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|Iluvatar_mrv-100": {
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@@ -387,20 +350,20 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T18:39:52.672465+00:00"
+      "updatedAt": "2026-10-23T19:51:54.657375+00:00"
     },
     "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T18:39:52.458858+00:00"
+      "updatedAt": "2026-10-23T19:51:54.259229+00:00"
     },
     "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-23T18:39:52.601996+00:00"
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     "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|hygon_k100-ai": {
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@@ -408,41 +371,63 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-23T18:39:52.630508+00:00"
+      "updatedAt": "2026-10-23T19:51:54.477409+00:00"
     },
     "https://modelscope.cn/models/DavidAU/Llama3.1-MOE-4X8B-Gated-IQ-Multi-Tier-COGITO-Deep-Reasoning-32B-GGUF|2026-10-20T15:18:51+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-23T18:39:52.260944+00:00"
+      "updatedAt": "2026-10-23T19:51:54.468686+00:00"
     },
     "https://modelscope.cn/models/DavidAU/Llama3.1-MOE-4X8B-Gated-IQ-Multi-Tier-COGITO-Deep-Reasoning-32B-GGUF|2026-10-20T15:18:51+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-23T18:39:52.164435+00:00"
+      "updatedAt": "2026-10-23T19:51:54.370104+00:00"
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     "https://modelscope.cn/models/DavidAU/Llama3.1-MOE-4X8B-Gated-IQ-Multi-Tier-COGITO-Deep-Reasoning-32B-GGUF|2026-10-20T15:18:51+00:00|hygon_k100-ai": {
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         "text-generation"
       ],
-      "updatedAt": "2026-10-23T18:39:52.203805+00:00"
+      "updatedAt": "2026-10-23T19:51:54.266924+00:00"
     },
-    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Ascend_910-b3": {
+    "https://modelscope.cn/models/Haodong07/Qwen3-32B-TwinQuant-W4A4|2026-10-20T08:50:37+00:00|Ascend_910-b3": {
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         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-23T18:42:01.800002+00:00"
+      "updatedAt": "2026-10-23T19:52:02.669939+00:00"
     },
-    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Ascend_910-b4": {
+    "https://modelscope.cn/models/Haodong07/Qwen3-32B-TwinQuant-W4A4|2026-10-20T08:50:37+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T19:52:02.959919+00:00"
+    },
+    "https://modelscope.cn/models/Haodong07/Qwen3-32B-TwinQuant-W4A4|2026-10-20T08:50:37+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T19:52:02.564195+00:00"
+    },
+    "https://modelscope.cn/models/Haodong07/Qwen3-32B-TwinQuant-W4A4|2026-10-20T08:50:37+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T19:52:02.860276+00:00"
+    },
+    "https://modelscope.cn/models/Haodong07/Qwen3-32B-TwinQuant-W4A4|2026-10-20T08:50:37+00:00|hygon_k100-ai": {
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         "text-to-image-generation",
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       ],
-      "updatedAt": "2026-10-23T18:42:01.772388+00:00"
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@@ -453,13 +438,6 @@
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@@ -474,22 +452,6 @@
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Ascend_910-b3": {
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Ascend_910-b4": {
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@@ -499,13 +461,6 @@
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@@ -520,14 +475,6 @@
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+    },
+    "https://modelscope.cn/models/cyankiwi/Agents-A1-AWQ-INT4|2026-10-20T13:32:09+00:00|Mthreads_s4000": {
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+      "updatedAt": "2026-10-23T19:51:59.476284+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Apodex-1.1-mini-AWQ-INT4|2026-10-20T14:21:54+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T19:51:56.361670+00:00"
+    },
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@@ -2738,6 +2648,27 @@
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+    "https://modelscope.cn/models/cyankiwi/Hy3-AWQ-NVFP4|2026-10-20T14:28:53+00:00|Ascend_910-b3": {
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+      "updatedAt": "2026-10-23T19:51:55.674574+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Hy3-AWQ-NVFP4|2026-10-20T14:28:53+00:00|Mthreads_s4000": {
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+    },
+    "https://modelscope.cn/models/cyankiwi/Hy3-AWQ-NVFP4|2026-10-20T14:28:53+00:00|Vastai_va16": {
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+    },
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@@ -2820,13 +2728,43 @@
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+    "https://modelscope.cn/models/cyankiwi/Jan-v1-4B-AWQ-4bit|2026-10-21T15:27:56+00:00|Ascend_910-b3": {
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+    },
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+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Ascend_910-b4": {
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+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Iluvatar_mrv-100": {
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+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Mthreads_s4000": {
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+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-23T19:51:33.873897+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-AWQ-4bit|2026-10-21T15:33:30+00:00|hygon_k100-ai": {
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+    },
+    "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.0-30B-AWQ-8bit|2026-10-21T15:09:27+00:00|Mthreads_s4000": {
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+    },
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+    },
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+        "text-to-image-generation",
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+    },
+    "https://modelscope.cn/models/cyankiwi/Ornith-1.0-35B-AWQ-FP8|2026-10-20T14:01:12+00:00|Ascend_910-b4": {
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+    },
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+    },
+    "https://modelscope.cn/models/cyankiwi/Ornith-1.0-35B-AWQ-FP8|2026-10-20T14:01:12+00:00|Vastai_va16": {
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+    },
+    "https://modelscope.cn/models/cyankiwi/Ornith-1.0-9B-AWQ-FP8|2026-10-20T12:49:10+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+    },
+    "https://modelscope.cn/models/cyankiwi/Ornith-1.0-9B-AWQ-FP8|2026-10-20T12:49:10+00:00|Iluvatar_mrv-100": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
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+    },
+    "https://modelscope.cn/models/cyankiwi/Ornith-1.0-9B-AWQ-FP8|2026-10-20T12:49:10+00:00|Mthreads_s4000": {
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+      "updatedAt": "2026-10-23T19:52:00.551896+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Ornith-1.0-9B-AWQ-FP8|2026-10-20T12:49:10+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-23T19:52:00.694640+00:00"
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-      "updatedAt": "2026-10-23T18:39:58.207400+00:00"
+      "updatedAt": "2026-10-23T19:51:59.188222+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Qwen-AgentWorld-35B-A3B-AWQ-INT4|2026-10-20T14:24:28+00:00|Mthreads_s4000": {
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+        "visual-multi-modal"
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@@ -4269,7 +4208,7 @@
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-      "updatedAt": "2026-10-23T18:39:54.967402+00:00"
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@@ -4342,7 +4281,7 @@
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@@ -4350,13 +4289,33 @@
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-      "updatedAt": "2026-10-23T18:39:41.254309+00:00"
+      "updatedAt": "2026-10-23T19:51:42.774389+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Qwen3-Coder-Next-AWQ-4bit|2026-10-21T15:20:38+00:00|Vastai_va16": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T19:51:34.966076+00:00"
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+    },
+    "https://modelscope.cn/models/cyankiwi/Qwen3-Next-80B-A3B-Instruct-AWQ-4bit|2026-10-21T15:19:39+00:00|Vastai_va16": {
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+      ],
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+    },
+    "https://modelscope.cn/models/cyankiwi/Qwen3-Next-80B-A3B-Instruct-AWQ-4bit|2026-10-21T15:19:39+00:00|hygon_k100-ai": {
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+    },
+    "https://modelscope.cn/models/cyankiwi/Trinity-Mini-AWQ-8bit|2026-10-21T15:22:00+00:00|Iluvatar_mrv-100": {
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+    },
+    "https://modelscope.cn/models/ggml-org/SmolLM2-135M-GGUF|2026-10-20T13:56:40+00:00|Vastai_va16": {
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+    },
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+    },
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+    },
+    "https://modelscope.cn/models/hf/BennyDaBall-MiniMax-M2.5-REAP-139B-A10B-GGUF|2026-10-21T15:13:11+00:00|hygon_k100-ai": {
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+    },
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+    },
+    "https://modelscope.cn/models/incoai/Qwen3.8-27B-DFlash2-GGUF|2026-10-20T13:32:21+00:00|Iluvatar_mrv-100": {
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-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-23T18:42:02.438658+00:00"
-    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
@@ -5797,6 +5743,52 @@
         "visual-multi-modal"
       ],
       "updatedAt": "2026-10-23T18:46:05.517934+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T19:52:02.073952+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T19:52:02.164269+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T19:52:02.463047+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T19:52:01.961245+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-23T19:52:02.357865+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T19:52:02.262363+00:00"
     }
   },
   "taskTree": [
@@ -6479,6 +6471,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-23T19:48:26.558104+00:00",
+  "taskTreeUpdatedAt": "2026-10-23T19:50:53.559785+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 94c366da27..2c59aafec0 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3733,6 +3733,106 @@
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diff --git a/manifest.json b/manifest.json
index 580fb129e7..eacfb392fc 100644
--- a/manifest.json
+++ b/manifest.json
@@ -1,25 +1,25 @@
 {
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 }