diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index ac4f285ec5..9c4890a2dc 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -525,7 +525,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-26T00:16:15.941800+00:00",
+  "generatedAt": "2026-10-26T00:18:09.136140+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 60ba33f7b5..0a40f6ed00 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-26T00:16:16.062687+00:00",
+  "generatedAt": "2026-10-26T00:18:09.252887+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index b258f5c5d6..910342ee67 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-26T00:16:16.062687+00:00",
+  "catalogUpdatedAt": "2026-10-26T00:18:09.252887+00:00",
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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-  "generatedAt": "2026-10-26T00:16:32.431926+00:00",
+  "generatedAt": "2026-10-26T00:18:11.806809+00:00",
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@@ -180,6 +180,19 @@
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       "updatedAt": "2026-10-26T00:04:23.740877+00:00"
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+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+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": "2026-10-26T00:18:09.803427+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Iluvatar_mrv-100": {
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@@ -195,6 +208,12 @@
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       "updatedAt": "2026-10-26T00:04:23.710501+00:00"
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+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-26T00:18:09.770497+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b3": {
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@@ -537,6 +556,19 @@
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       "updatedAt": "2026-10-26T00:04:23.437393+00:00"
     },
+    "https://modelscope.cn/models/IFM/Jais-3-3.7B-FP8|2026-10-25T15:33:35+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": "2026-10-26T00:18:09.463891+00:00"
+    },
     "https://modelscope.cn/models/IFM/Jais-3-3.7B-FP8|2026-10-25T15:33:35+00:00|Iluvatar_mrv-100": {
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@@ -568,6 +600,19 @@
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       "updatedAt": "2026-10-26T00:04:23.725191+00:00"
     },
+    "https://modelscope.cn/models/IFM/Jais-3-32B-FP8|2026-10-25T15:26:39+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": "2026-10-26T00:18:09.816627+00:00"
+    },
     "https://modelscope.cn/models/IFM/Jais-3-32B-FP8|2026-10-25T15:26:39+00:00|Iluvatar_mrv-100": {
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@@ -577,6 +622,12 @@
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       "updatedAt": "2026-10-26T00:16:16.842002+00:00"
     },
+    "https://modelscope.cn/models/IFM/Jais-3-32B-FP8|2026-10-25T15:26:39+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-26T00:18:09.772713+00:00"
+    },
     "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-25T15:32:31+00:00|Biren_166m": {
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@@ -591,6 +642,19 @@
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       "updatedAt": "2026-10-26T00:04:23.651419+00:00"
     },
+    "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-25T15:32:31+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": "2026-10-26T00:18:09.728920+00:00"
+    },
     "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-25T15:32:31+00:00|Iluvatar_mrv-100": {
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@@ -600,6 +664,12 @@
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       "updatedAt": "2026-10-26T00:16:16.791562+00:00"
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+    "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-25T15:32:31+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-26T00:18:09.697661+00:00"
+    },
     "https://modelscope.cn/models/IFM/Jais-3-MoVA-36B-A4B-FP8|2026-10-25T15:10:11+00:00|Ascend_910-b4": {
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@@ -622,6 +692,19 @@
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       "updatedAt": "2026-10-26T00:04:23.899874+00:00"
     },
+    "https://modelscope.cn/models/IFM/Jais-3-MoVA-36B-A4B-FP8|2026-10-25T15:10:11+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": "2026-10-26T00:18:09.978350+00:00"
+    },
     "https://modelscope.cn/models/IFM/Jais-3-MoVA-36B-A4B-FP8|2026-10-25T15:10:11+00:00|Iluvatar_mrv-100": {
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@@ -637,6 +720,12 @@
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       "updatedAt": "2026-10-26T00:04:23.855557+00:00"
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+    "https://modelscope.cn/models/IFM/Jais-3-MoVA-36B-A4B-FP8|2026-10-25T15:10:11+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-26T00:18:09.940220+00:00"
+    },
     "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-25T14:50:49+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -667,6 +756,19 @@
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       "updatedAt": "2026-10-26T00:04:23.961446+00:00"
     },
+    "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-25T14:50:49+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": "2026-10-26T00:18:10.035539+00:00"
+    },
     "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-25T14:50:49+00:00|Iluvatar_mrv-100": {
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@@ -682,6 +784,12 @@
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       "updatedAt": "2026-10-26T00:04:23.926857+00:00"
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+    "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-25T14:50:49+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-26T00:18:10.001172+00:00"
+    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Ascend_910-b4": {
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@@ -977,7 +1085,7 @@
         "vision_classification",
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-      "updatedAt": "2026-10-25T23:55:34.574073+00:00"
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@@ -994,19 +1102,11 @@
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-      "updatedAt": "2026-10-25T23:55:34.605982+00:00"
-    },
     "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-25T14:36:59+00:00|Vastai_va16": {
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         "text-generation"
       ],
-      "updatedAt": "2026-10-25T23:55:34.539648+00:00"
+      "updatedAt": "2026-10-26T00:18:10.118243+00:00"
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     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-25T14:07:13+00:00|Ascend_910-b3": {
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@@ -1049,7 +1149,7 @@
         "vision_classification",
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-      "updatedAt": "2026-10-25T23:55:35.155975+00:00"
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     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-25T14:07:13+00:00|Iluvatar_mrv-100": {
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@@ -1066,19 +1166,11 @@
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-      "updatedAt": "2026-10-25T23:55:35.192972+00:00"
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     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-25T14:07:13+00:00|Vastai_va16": {
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         "text-generation"
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-      "updatedAt": "2026-10-25T23:55:35.100872+00:00"
+      "updatedAt": "2026-10-26T00:18:10.430070+00:00"
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     "https://modelscope.cn/models/JANGQ-AI/MiniMax-M2.7-JANGTQ4|2026-10-21T15:57:28+00:00|Ascend_910-b3": {
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@@ -1257,7 +1349,7 @@
         "vision_classification",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T23:55:35.555397+00:00"
+      "updatedAt": "2026-10-26T00:18:10.857528+00:00"
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     "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-25T12:09:05+00:00|Iluvatar_mrv-100": {
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@@ -1272,7 +1364,7 @@
       "taskTypes": [
         "text-generation"
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-      "updatedAt": "2026-10-25T23:55:35.519823+00:00"
+      "updatedAt": "2026-10-26T00:18:10.819143+00:00"
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     "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-25T13:37:26+00:00|Ascend_910-b3": {
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@@ -1315,7 +1407,7 @@
         "vision_classification",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T23:55:35.519856+00:00"
+      "updatedAt": "2026-10-26T00:18:10.714809+00:00"
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     "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-25T13:37:26+00:00|Iluvatar_mrv-100": {
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@@ -1332,19 +1424,11 @@
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       "updatedAt": "2026-10-26T00:04:24.556779+00:00"
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-    "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-25T13:37:26+00:00|MetaX_c-500": {
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-      "updatedAt": "2026-10-25T23:55:35.555528+00:00"
-    },
     "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-25T13:37:26+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-25T23:55:35.466451+00:00"
+      "updatedAt": "2026-10-26T00:18:10.683939+00:00"
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     "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-25T15:52:04+00:00|Biren_166m": {
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@@ -1375,6 +1459,12 @@
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       "updatedAt": "2026-10-26T00:04:23.437064+00:00"
     },
+    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-25T15:52:04+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-26T00:18:09.463604+00:00"
+    },
     "https://modelscope.cn/models/RecursiveSI/flint-int4|2026-10-22T01:37:07+00:00|Biren_166m": {
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@@ -1443,7 +1533,7 @@
         "vision_classification",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T23:55:36.767313+00:00"
+      "updatedAt": "2026-10-26T00:18:11.495609+00:00"
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     "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Iluvatar_mrv-100": {
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@@ -1460,19 +1550,11 @@
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-    "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|MetaX_c-500": {
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-        "text-generation",
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-      "updatedAt": "2026-10-25T23:55:36.796682+00:00"
-    },
     "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-25T23:55:36.728915+00:00"
+      "updatedAt": "2026-10-26T00:18:11.451937+00:00"
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     "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|Ascend_910-b3": {
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@@ -1515,7 +1597,7 @@
         "vision_classification",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T23:55:36.699084+00:00"
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     "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|Iluvatar_mrv-100": {
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@@ -1532,19 +1614,11 @@
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     "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|Vastai_va16": {
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-      "updatedAt": "2026-10-25T23:55:36.666331+00:00"
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     "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|Ascend_910-b3": {
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@@ -1587,7 +1661,7 @@
         "vision_classification",
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     "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|Iluvatar_mrv-100": {
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@@ -1604,19 +1678,11 @@
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     "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|Vastai_va16": {
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         "text-generation"
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-      "updatedAt": "2026-10-25T23:55:36.842702+00:00"
+      "updatedAt": "2026-10-26T00:18:11.507626+00:00"
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     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|Ascend_910-b3": {
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@@ -1659,7 +1725,7 @@
         "vision_classification",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T23:55:36.067412+00:00"
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     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|Iluvatar_mrv-100": {
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@@ -1676,19 +1742,11 @@
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     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|Vastai_va16": {
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     },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T18:47:22+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": "2026-10-26T00:18:09.521742+00:00"
+    },
     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T18:47:22+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -6050,6 +6066,12 @@
         "text-generation"
       ],
       "updatedAt": "2026-10-26T00:04:23.436837+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T18:47:22+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-26T00:18:09.463403+00:00"
     }
   },
   "taskTree": [
@@ -6732,6 +6754,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-26T00:16:16.062687+00:00",
+  "taskTreeUpdatedAt": "2026-10-26T00:18:09.252887+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 2a1d20a76b..c02adbbf36 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3885,6 +3885,18 @@
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diff --git a/manifest.json b/manifest.json
index 4c3c6ee226..049159b395 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
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-    ".modelhub_state/architecture_compatibility_blacklist.json": "e106ddbfad220dd443a91bbeaa55c0a5d1495696705815f217a4a440bf77359e",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "c1886e474b9b9884a0951e66ccd44780d3cfd38a2ece46893920f637e78d6fc0",
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-    ".modelhub_state/official_capabilities.json": "43569e7002e12633c894f208dddfa7d0ab3e0bc36cfba5a5e062ffcdeaca63ce",
+    ".modelhub_state/market_intelligence.json": "bd1e07bbf7970323c1e86cfca831a38becccfa5d73a9f3116b57beae9efa971a",
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-    ".modelhub_state/recovery_intents.jsonl": "730da99be55c150634f7eefa744821ad700cfc31ead1a6444ff778717867c21f",
+    ".modelhub_state/recovery_intents.jsonl": "d8f70aaa04d32165e287cee98be94e0904c58a0e58dd090ef3c546d39231917d",
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-  "generation": 37441,
-  "phase": "cycle",
+  "generation": 37442,
+  "phase": "intent",
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-  "updatedAt": "2026-10-26T00:16:37.956949+00:00",
+  "updatedAt": "2026-10-26T00:18:18.304104+00:00",
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 }