diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index e3a8802175..8cf1c4a328 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 876b738d8b..2844a7ded6 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-12T18:00:31.978249+00:00",
+  "catalogUpdatedAt": "2026-10-12T18:05:45.356859+00:00",
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@@ -56,7 +56,7 @@
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@@ -156,7 +156,7 @@
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@@ -164,7 +164,7 @@
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@@ -180,7 +180,7 @@
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@@ -189,7 +189,7 @@
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@@ -197,7 +197,7 @@
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@@ -205,7 +205,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T18:03:08.470711+00:00"
+      "updatedAt": "2026-10-12T18:08:12.873694+00:00"
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         "text-to-image-generation",
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@@ -229,7 +229,7 @@
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@@ -278,7 +278,7 @@
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@@ -442,7 +442,7 @@
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|hygon_k100-ai": {
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Cambricon_mlu-370-x8": {
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Iluvatar_mrv-100": {
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|MetaX_c-500": {
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|hygon_k100-ai": {
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|Ascend_910-b3": {
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|Cambricon_mlu-370-x8": {
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@@ -523,7 +523,7 @@
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@@ -5967,7 +5967,7 @@
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     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|MetaX_c-500": {
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@@ -5975,7 +5975,7 @@
         "text-generation",
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     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|hygon_k100-ai": {
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         "text-to-image-generation",
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@@ -5991,7 +5991,7 @@
         "text-to-image-generation",
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         "text-to-image-generation",
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@@ -6025,7 +6025,7 @@
         "text-to-image-generation",
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     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|MetaX_c-500": {
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@@ -6033,7 +6033,7 @@
         "text-generation",
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@@ -6041,7 +6041,7 @@
         "text-to-image-generation",
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     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Iluvatar_mrv-100": {
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@@ -6050,7 +6050,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|MetaX_c-500": {
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@@ -6058,7 +6058,7 @@
         "text-generation",
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     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Cambricon_mlu-370-x8": {
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@@ -6066,7 +6066,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T18:03:29.579514+00:00"
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     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Iluvatar_mrv-100": {
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@@ -6075,7 +6075,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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+      "updatedAt": "2026-10-12T18:08:43.554412+00:00"
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     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|MetaX_c-500": {
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@@ -6083,7 +6083,7 @@
         "text-generation",
         "visual-multi-modal"
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+      "updatedAt": "2026-10-12T18:08:43.451865+00:00"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Cambricon_mlu-370-x8": {
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@@ -6091,7 +6091,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T18:03:29.352909+00:00"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Iluvatar_mrv-100": {
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@@ -6100,7 +6100,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T18:03:29.460362+00:00"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|MetaX_c-500": {
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@@ -6108,7 +6108,7 @@
         "text-generation",
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Cambricon_mlu-370-x8": {
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@@ -6116,7 +6116,7 @@
         "text-to-image-generation",
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@@ -6125,7 +6125,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|MetaX_c-500": {
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@@ -6133,7 +6133,7 @@
         "text-generation",
         "visual-multi-modal"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Ascend_910-b3": {
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@@ -6141,7 +6141,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T18:02:56.291645+00:00"
+      "updatedAt": "2026-10-12T18:08:00.122945+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Ascend_910-b4": {
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@@ -6149,7 +6149,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T18:02:56.168803+00:00"
+      "updatedAt": "2026-10-12T18:08:00.047654+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Cambricon_mlu-370-x8": {
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@@ -6157,7 +6157,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T18:02:56.348136+00:00"
+      "updatedAt": "2026-10-12T18:08:00.158299+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Iluvatar_mrv-100": {
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@@ -6166,7 +6166,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T18:02:56.388119+00:00"
+      "updatedAt": "2026-10-12T18:08:00.185461+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|MetaX_c-500": {
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@@ -6174,7 +6174,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T18:02:56.134901+00:00"
+      "updatedAt": "2026-10-12T18:08:00.014708+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -6182,7 +6182,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T18:02:56.251195+00:00"
+      "updatedAt": "2026-10-12T18:08:00.094459+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -6190,7 +6190,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T18:03:00.089170+00:00"
+      "updatedAt": "2026-10-12T18:08:03.262983+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -6198,7 +6198,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T18:02:59.973074+00:00"
+      "updatedAt": "2026-10-12T18:08:03.067277+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
@@ -6206,7 +6206,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T18:03:00.149494+00:00"
+      "updatedAt": "2026-10-12T18:08:03.360289+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6215,7 +6215,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T18:03:00.180219+00:00"
+      "updatedAt": "2026-10-12T18:08:03.470724+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -6223,7 +6223,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T18:02:59.942954+00:00"
+      "updatedAt": "2026-10-12T18:08:02.951709+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
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@@ -6231,7 +6231,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T18:03:00.057572+00:00"
+      "updatedAt": "2026-10-12T18:08:03.150425+00:00"
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   "taskTree": [
@@ -6914,6 +6914,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
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-  "taskTreeUpdatedAt": "2026-10-12T18:00:31.978249+00:00",
+  "taskTreeUpdatedAt": "2026-10-12T18:05:45.356859+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 2c2a787f67..364425b613 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "203fa78c97e8dd1c46bbf4348e14d9a0b688acda63e3a1896c65f1bec63d1a69",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "c5217ccbce2a6f286b9fa8db361e558780d8187261064c853bf285faee11e905",
-    ".modelhub_state/official_capabilities.json": "9066e44a32b7501c420b6e5dd3b77a32bb2727552f0d349b852e35e3cb614ba6",
+    ".modelhub_state/market_intelligence.json": "8e46862cef6a05ac4043890413f4b71c7800624f0efddb7e61deaa21038cb522",
+    ".modelhub_state/official_capabilities.json": "7bfdbd70c37e6d319ba45b45aab919373c14c44b855f8d0330d08a31b0642fc5",
     ".modelhub_state/outcome_checkpoint.json": "44d67d39f333e9af27dd521bbea253de64038578f46def2554fec687ad076ee5",
     ".modelhub_state/queue_cleanup_latest.json": "95f3103fe08fd89cb5ed4eeba0bf625b08319c715c71230fc197b1fb46ab931f",
     ".modelhub_state/recent_outcomes.jsonl": "80da7e34893c7f23d6e780c3c8969ebd88930069ae3a5e8b4e10bd4228996516",
@@ -17,9 +17,9 @@
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     "outcomes/submissions.jsonl": "d6fb70d2bcf6078696950e4960e5bdcb85410f2bccd5d32133a101ad00c59b9a"
   },
-  "generation": 24050,
+  "generation": 24051,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-12T18:03:32.422394+00:00",
+  "updatedAt": "2026-10-12T18:08:47.256223+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }