diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 854e93c8dd..46048767bb 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
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-  "generatedAt": "2026-10-12T22:24:57.055558+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 2234faebc2..4da233a099 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-12T22:24:57.055558+00:00",
+  "catalogUpdatedAt": "2026-10-12T22:28:45.959050+00:00",
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@@ -56,7 +56,7 @@
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+  "generatedAt": "2026-10-12T22:31:01.015388+00:00",
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@@ -156,7 +156,7 @@
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-      "updatedAt": "2026-10-12T22:26:58.109803+00:00"
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@@ -164,7 +164,7 @@
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@@ -172,7 +172,7 @@
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@@ -180,13 +180,13 @@
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-      "updatedAt": "2026-10-12T22:26:59.563515+00:00"
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@@ -194,7 +194,7 @@
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@@ -202,7 +202,7 @@
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-      "updatedAt": "2026-10-12T22:26:59.408760+00:00"
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@@ -210,7 +210,7 @@
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-      "updatedAt": "2026-10-12T22:26:58.924903+00:00"
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@@ -218,7 +218,7 @@
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@@ -226,13 +226,13 @@
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-      "updatedAt": "2026-10-12T22:26:43.462744+00:00"
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-      "updatedAt": "2026-10-12T22:26:45.258980+00:00"
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@@ -400,7 +400,7 @@
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b3": {
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@@ -408,7 +408,7 @@
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@@ -416,7 +416,7 @@
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Cambricon_mlu-370-x8": {
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@@ -424,13 +424,13 @@
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-12T22:26:52.158153+00:00"
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|MetaX_c-500": {
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@@ -446,7 +446,7 @@
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@@ -454,7 +454,7 @@
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@@ -462,7 +462,7 @@
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Cambricon_mlu-370-x8": {
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@@ -470,13 +470,13 @@
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-12T22:27:03.852124+00:00"
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|MetaX_c-500": {
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@@ -484,7 +484,7 @@
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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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@@ -492,7 +492,7 @@
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@@ -500,7 +500,7 @@
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@@ -508,7 +508,7 @@
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@@ -2744,7 +2744,7 @@
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-12T22:27:19.369657+00:00"
+      "updatedAt": "2026-10-12T22:30:59.150535+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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@@ -5766,7 +5766,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T22:27:19.450548+00:00"
+      "updatedAt": "2026-10-12T22:30:59.255736+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-b3": {
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@@ -5774,7 +5774,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T22:26:49.861326+00:00"
+      "updatedAt": "2026-10-12T22:30:30.881537+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": {
       "taskTypes": [
@@ -5782,7 +5782,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T22:26:49.827254+00:00"
+      "updatedAt": "2026-10-12T22:30:30.851439+00:00"
     },
     "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": {
       "taskTypes": [
@@ -5790,13 +5790,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T22:26:50.063550+00:00"
+      "updatedAt": "2026-10-12T22:30:31.053107+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": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-12T22:26:50.152096+00:00"
+      "updatedAt": "2026-10-12T22:30:31.166202+00:00"
     },
     "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": {
       "taskTypes": [
@@ -5804,7 +5804,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T22:26:50.250378+00:00"
+      "updatedAt": "2026-10-12T22:30:31.251343+00:00"
     },
     "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": [
@@ -5812,7 +5812,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T22:26:49.957547+00:00"
+      "updatedAt": "2026-10-12T22:30:30.955575+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -5820,7 +5820,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T22:26:52.571015+00:00"
+      "updatedAt": "2026-10-12T22:30:33.606957+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": [
@@ -5828,7 +5828,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T22:26:52.503670+00:00"
+      "updatedAt": "2026-10-12T22:30:33.550776+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
@@ -5836,13 +5836,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T22:26:52.757171+00:00"
+      "updatedAt": "2026-10-12T22:30:33.759664+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-12T22:26:52.861198+00:00"
+      "updatedAt": "2026-10-12T22:30:33.848803+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5850,7 +5850,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T22:26:52.961789+00:00"
+      "updatedAt": "2026-10-12T22:30:33.964318+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -5858,7 +5858,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T22:26:52.664446+00:00"
+      "updatedAt": "2026-10-12T22:30:33.649977+00:00"
     }
   },
   "taskTree": [
@@ -6541,6 +6541,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-12T22:24:57.055558+00:00",
+  "taskTreeUpdatedAt": "2026-10-12T22:28:45.959050+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index dc1664ee04..1284dd085a 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "768c28023d9375715b7037c41bb248359a721b2244ba75ac39737f1a0059821b",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "15bcb37f4d50413feb704bbba9ba2e2c999ce77baf25c5f0b05dbbb2fd7d9d81",
-    ".modelhub_state/official_capabilities.json": "e49b02015b7a4821f7490dd28976898565f04542466da2ee4eaa0c4e5017b2fd",
+    ".modelhub_state/market_intelligence.json": "0f0b4bc67c976d00d6ba891aca2232626f85f8544174b33e9c78d03a099adc9a",
+    ".modelhub_state/official_capabilities.json": "4e5422370c3494761bb4374d018d92c9b83b0fca2e749848bab3b1b73e75d899",
     ".modelhub_state/outcome_checkpoint.json": "1eb98d127eca02b41be09323863d8d5c0102cb4926b3f3e7cd1da06f2a79fcca",
     ".modelhub_state/queue_cleanup_latest.json": "95f3103fe08fd89cb5ed4eeba0bf625b08319c715c71230fc197b1fb46ab931f",
     ".modelhub_state/recent_outcomes.jsonl": "d5f3321c7c835be11fc790c6b04936eee563f577da3818cfa5dc8aa7c8332239",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "85ac19aeb8f9a0cf39cbb512fd0120f14ca40babde28cb933b14f088c24c4c83",
     "outcomes/submissions.jsonl": "f59f7f69c670de8096be82f6d8054803ac311bc511b1f7143a2ccebdee854fea"
   },
-  "generation": 24115,
+  "generation": 24116,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-12T22:28:42.396494+00:00",
+  "updatedAt": "2026-10-12T22:31:02.102070+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }