diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 6e6afd47af..45f07e1258 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
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-  "generatedAt": "2026-10-09T23:03:03.181247+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 14dbaf4385..d4a7f816f8 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-09T23:03:03.181247+00:00",
+  "catalogUpdatedAt": "2026-10-09T23:06:49.479800+00:00",
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@@ -56,7 +56,7 @@
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-  "generatedAt": "2026-10-09T23:03:56.899142+00:00",
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@@ -185,7 +185,7 @@
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@@ -237,7 +237,7 @@
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@@ -350,6 +350,15 @@
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@@ -407,6 +416,15 @@
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+    },
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@@ -537,6 +564,15 @@
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+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-d28-336b|2026-10-03T06:20:05+00:00|Iluvatar_mrv-100": {
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@@ -588,6 +624,15 @@
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@@ -741,6 +804,15 @@
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       "updatedAt": "2026-10-09T22:54:36.743009+00:00"
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+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-middle-prelude-injection-336b|2026-10-03T06:19:08+00:00|Iluvatar_mrv-100": {
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+    },
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@@ -792,6 +864,15 @@
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       "updatedAt": "2026-10-09T22:54:37.349894+00:00"
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+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-ouro-raw-injection-336b|2026-10-03T06:06:47+00:00|Iluvatar_mrv-100": {
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@@ -843,6 +924,15 @@
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       "updatedAt": "2026-10-09T22:54:37.345709+00:00"
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+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-shared-hl-336b|2026-10-03T06:09:56+00:00|Iluvatar_mrv-100": {
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+        "text-generation",
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T23:06:53.056479+00:00"
+    },
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@@ -894,6 +984,15 @@
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       "updatedAt": "2026-10-09T22:54:36.742482+00:00"
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+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-split-hl-336b|2026-10-03T06:24:06+00:00|Iluvatar_mrv-100": {
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+    },
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@@ -945,6 +1044,15 @@
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       "updatedAt": "2026-10-09T22:54:37.342753+00:00"
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+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-split-hl-x2-336b|2026-10-03T06:11:02+00:00|Iluvatar_mrv-100": {
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+    },
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@@ -996,6 +1104,15 @@
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       "updatedAt": "2026-10-09T22:54:34.641678+00:00"
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+    "https://modelscope.cn/models/IFM/LoopedLM-P2-d4-m|2026-10-06T14:35:40+00:00|Iluvatar_mrv-100": {
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@@ -1047,6 +1164,15 @@
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       "updatedAt": "2026-10-09T22:54:35.227864+00:00"
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+    "https://modelscope.cn/models/IFM/LoopedLM-P2-d4-s|2026-10-06T14:30:37+00:00|Iluvatar_mrv-100": {
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+        "text-generation",
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T23:06:52.141522+00:00"
+    },
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@@ -1098,6 +1224,15 @@
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       "updatedAt": "2026-10-09T22:54:33.317270+00:00"
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+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-pln5|2026-10-06T14:51:22+00:00|Iluvatar_mrv-100": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T23:06:51.430572+00:00"
+    },
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@@ -1149,6 +1284,15 @@
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       "updatedAt": "2026-10-09T22:54:33.230826+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-r5|2026-10-06T14:52:33+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-09T23:06:51.313720+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-r5|2026-10-06T14:52:33+00:00|Kunlunxin_p-800": {
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@@ -1200,6 +1344,15 @@
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       "updatedAt": "2026-10-09T22:54:33.941724+00:00"
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+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-fixed-pln5|2026-10-06T14:43:57+00:00|Iluvatar_mrv-100": {
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+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-09T23:06:51.646758+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-fixed-pln5|2026-10-06T14:43:57+00:00|Kunlunxin_p-800": {
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@@ -1251,6 +1404,15 @@
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       "updatedAt": "2026-10-09T22:54:33.941496+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-fixed-r5|2026-10-06T14:44:12+00:00|Iluvatar_mrv-100": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T23:06:51.649527+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-fixed-r5|2026-10-06T14:44:12+00:00|Kunlunxin_p-800": {
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@@ -1294,13 +1456,14 @@
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-    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-huginn-linear|2026-10-06T14:59:42+00:00|Ascend_910-b4": {
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
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     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-huginn-linear|2026-10-06T14:59:42+00:00|Kunlunxin_p-800": {
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@@ -1345,13 +1493,14 @@
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T22:54:32.666539+00:00"
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     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0p01|2026-10-06T15:00:27+00:00|Kunlunxin_p-800": {
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@@ -1367,27 +1516,12 @@
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-    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0p01|2026-10-06T15:00:27+00:00|hygon_k100-ai": {
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     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0|2026-10-06T14:41:43+00:00|Ascend_910-b3": {
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@@ -1404,6 +1538,15 @@
       ],
       "updatedAt": "2026-10-09T22:54:33.941998+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0|2026-10-06T14:41:43+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-09T23:06:51.642444+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0|2026-10-06T14:41:43+00:00|Kunlunxin_p-800": {
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@@ -1439,21 +1582,14 @@
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+    },
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@@ -3197,6 +3327,15 @@
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+    "https://modelscope.cn/models/bartowski/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-08T19:08:57+00:00|Iluvatar_mrv-100": {
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+    },
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-      "updatedAt": "2026-10-09T22:54:32.028995+00:00"
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-    "https://modelscope.cn/models/bravesoftware/Caracal-1|2026-10-06T18:39:26+00:00|Ascend_910-b3": {
+    "https://modelscope.cn/models/bravesoftware/Caracal-1|2026-10-06T18:39:26+00:00|Iluvatar_mrv-100": {
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-      "updatedAt": "2026-10-09T22:54:32.637583+00:00"
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@@ -3370,6 +3447,15 @@
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       "updatedAt": "2026-10-09T22:54:40.407057+00:00"
     },
+    "https://modelscope.cn/models/chenyumo/moziAI-27B-MTP|2026-09-25T03:59:57+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-09T23:06:54.817354+00:00"
+    },
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@@ -3421,6 +3507,15 @@
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       "updatedAt": "2026-10-09T22:54:40.407724+00:00"
     },
+    "https://modelscope.cn/models/chenyumo/moziAI-35B-A3B-MOE-MTP|2026-09-25T03:56:17+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-09T23:06:54.819131+00:00"
+    },
     "https://modelscope.cn/models/chenyumo/moziAI-35B-A3B-MOE-MTP|2026-09-25T03:56:17+00:00|Kunlunxin_p-800": {
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@@ -3463,7 +3558,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-09T22:51:36.524209+00:00"
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@@ -3508,7 +3603,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-09T22:51:35.674513+00:00"
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@@ -3568,7 +3663,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-09T22:51:35.520450+00:00"
+      "updatedAt": "2026-10-09T23:06:56.245431+00:00"
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     "https://modelscope.cn/models/dealignai/Bonsai-2-27B-Ternary-CRACK-GGUF|2026-09-18T14:52:28+00:00|Kunlunxin_p-800": {
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@@ -3621,6 +3716,15 @@
       ],
       "updatedAt": "2026-10-09T22:54:39.106948+00:00"
     },
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-09T23:06:54.197854+00:00"
+    },
     "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|Kunlunxin_p-800": {
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@@ -3699,7 +3803,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-09T22:51:38.646294+00:00"
+      "updatedAt": "2026-10-09T23:07:03.054074+00:00"
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     "https://modelscope.cn/models/ewinregirgojr/Qwen3.8-19B-Pruned|2026-08-31T18:36:01+00:00|Kunlunxin_p-800": {
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@@ -3752,6 +3856,15 @@
       ],
       "updatedAt": "2026-10-09T22:54:36.143191+00:00"
     },
+    "https://modelscope.cn/models/facebook/OMol25|2026-10-05T12:16:59+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-09T23:06:52.413828+00:00"
+    },
     "https://modelscope.cn/models/facebook/OMol25|2026-10-05T12:16:59+00:00|MetaX_c-500": {
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@@ -3804,7 +3917,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T22:51:37.302265+00:00"
+      "updatedAt": "2026-10-09T23:06:58.741943+00:00"
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     "https://modelscope.cn/models/geantendormi/Qwen3-8B-LoRA-abliteration-IQ3_XXS-GGUF|2026-09-08T04:52:32+00:00|Kunlunxin_p-800": {
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@@ -3870,7 +3983,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-09T22:51:38.492666+00:00"
+      "updatedAt": "2026-10-09T23:07:01.761567+00:00"
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     "https://modelscope.cn/models/hf/dzannotti-Qwen3.8-Flash-Next-MTP-GGUF|2026-09-01T12:53:26+00:00|Kunlunxin_p-800": {
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@@ -3936,7 +4049,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-09T22:51:36.173888+00:00"
+      "updatedAt": "2026-10-09T23:06:56.996267+00:00"
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     "https://modelscope.cn/models/icychick/Qwen3.5-text-0.8B-GGUF|2026-09-14T05:41:13+00:00|Kunlunxin_p-800": {
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@@ -4010,7 +4123,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-09T22:51:38.930906+00:00"
+      "updatedAt": "2026-10-09T23:07:03.376673+00:00"
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     "https://modelscope.cn/models/incoai/GLM-5.3-DFlash2|2026-08-29T14:34:37+00:00|Kunlunxin_p-800": {
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@@ -4070,7 +4183,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-09T22:51:38.668128+00:00"
+      "updatedAt": "2026-10-09T23:07:02.040120+00:00"
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     "https://modelscope.cn/models/incoai/GLM-5.3-Flash-DFlash2|2026-08-31T17:31:00+00:00|Kunlunxin_p-800": {
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@@ -4114,7 +4227,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-09T22:51:38.924857+00:00"
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     "https://modelscope.cn/models/incoai/Qwen3.8-27B-DFlash2-GGUF|2026-08-29T14:19:11+00:00|Kunlunxin_p-800": {
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@@ -4136,21 +4249,14 @@
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-    "https://modelscope.cn/models/iyangqing/st-image|2026-10-09T09:44:25+00:00|Ascend_910-b3": {
+    "https://modelscope.cn/models/iyangqing/st-image|2026-10-09T09:44:25+00:00|Iluvatar_mrv-100": {
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         "text-generation",
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-      "updatedAt": "2026-10-09T22:54:30.766424+00:00"
-    },
-    "https://modelscope.cn/models/iyangqing/st-image|2026-10-09T09:44:25+00:00|Ascend_910-b4": {
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@@ -5114,6 +5194,15 @@
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+    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Iluvatar_mrv-100": {
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@@ -5258,6 +5356,12 @@
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+    "https://modelscope.cn/models/tsinghua-sigs-robot-lab/VeriLoop-E2-GGUF|2026-10-09T03:23:16+00:00|Vastai_va16": {
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+      "updatedAt": "2026-10-09T23:06:49.750682+00:00"
+    },
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@@ -5288,6 +5392,15 @@
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+    "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Iluvatar_mrv-100": {
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@@ -5381,7 +5466,7 @@
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+      "updatedAt": "2026-10-09T23:07:04.673616+00:00"
     },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Kunlunxin_p-800": {
       "taskTypes": [
@@ -5497,7 +5582,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T22:51:39.959187+00:00"
+      "updatedAt": "2026-10-09T23:07:04.658676+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Kunlunxin_p-800": {
       "taskTypes": [
@@ -5548,7 +5633,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T22:51:35.510701+00:00"
+      "updatedAt": "2026-10-09T23:06:56.234340+00:00"
     },
     "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Kunlunxin_p-800": {
       "taskTypes": [
@@ -5592,7 +5677,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-09T22:51:40.309412+00:00"
+      "updatedAt": "2026-10-09T23:07:05.041915+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Kunlunxin_p-800": {
       "taskTypes": [
@@ -5612,7 +5697,7 @@
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-09T22:51:40.092177+00:00"
+      "updatedAt": "2026-10-09T23:07:04.780047+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Kunlunxin_p-800": {
       "taskTypes": [
@@ -6307,6 +6392,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-09T23:03:03.181247+00:00",
+  "taskTreeUpdatedAt": "2026-10-09T23:06:49.479800+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 417c0d7f0b..ac61cee09e 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "f6b362554a66b038742777b481352e851b770599e8496607510bf728a9a0e11e",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "ce5c24a893989af5271b7a736c312c698b1ac8421c9c746d3624f90f3d738e89",
-    ".modelhub_state/official_capabilities.json": "b776f708034c67ae8308c60f23b999a0213e34b052bd5808d93eb5fbacffc0aa",
+    ".modelhub_state/market_intelligence.json": "182f7a43df94145e2a1c07f309e7f0eac4f4d7f44d13ee029b9040b3c28b5260",
+    ".modelhub_state/official_capabilities.json": "b42037f40f3c94df9187e4ed9f36d00be52260942109ba4184b4d7060291b92b",
     ".modelhub_state/outcome_checkpoint.json": "ee26d1f4ce1b32afd9e1e72a297c690aef57fc14cada055112bb0d30c4a8d897",
     ".modelhub_state/queue_cleanup_latest.json": "38724ad9092e337c52ce3db11395bc4c6d1b324caad99791ad032535d2606739",
     ".modelhub_state/recent_outcomes.jsonl": "3bc88d0335bcede9e7540f748dac3a82b315d6bba008e088f48858b11744f2a1",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "13a8b7956660c5f6b5acd752a903f3ac5d4c794641c04948024e3aab8bfadb56",
     "outcomes/submissions.jsonl": "7b691155a81e2d84dd176f2f63e951de022a6ffaae283a27e6f69ac6ca57fc7f"
   },
-  "generation": 22773,
+  "generation": 22774,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-09T23:04:09.354463+00:00",
+  "updatedAt": "2026-10-09T23:07:05.368303+00:00",
   "writerId": "43462b8a22de474db5c83d43b475a356"
 }