diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 28d4bf5c13..fb18d42b4a 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -414,7 +414,7 @@
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-  "generatedAt": "2026-10-13T07:15:16.254519+00:00",
+  "generatedAt": "2026-10-13T07:20:59.378401+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 8632e27113..9a214af20e 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-13T07:15:16.254519+00:00",
+  "catalogUpdatedAt": "2026-10-13T07:20:59.378401+00:00",
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@@ -56,7 +56,7 @@
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+  "generatedAt": "2026-10-13T07:24:20.853947+00:00",
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@@ -156,7 +156,7 @@
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-      "updatedAt": "2026-10-13T07:18:24.563119+00:00"
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@@ -164,13 +164,13 @@
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-      "updatedAt": "2026-10-13T07:18:25.452908+00:00"
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-      "updatedAt": "2026-10-13T07:18:25.560882+00:00"
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-      "updatedAt": "2026-10-13T07:18:25.483353+00:00"
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-      "updatedAt": "2026-10-13T07:18:25.054730+00:00"
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-      "updatedAt": "2026-10-13T07:18:25.191718+00:00"
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-      "updatedAt": "2026-10-13T07:18:09.454965+00:00"
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-      "updatedAt": "2026-10-13T07:18:10.154861+00:00"
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Biren_166m": {
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Ascend_910-b3": {
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-13T07:18:32.547972+00:00"
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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-x4": {
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@@ -408,7 +408,7 @@
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-      "updatedAt": "2026-10-13T07:18:32.699454+00:00"
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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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     "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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@@ -424,7 +424,7 @@
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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|Ascend_910-b3": {
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@@ -440,13 +440,13 @@
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Biren_166m": {
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Cambricon_mlu-370-x4": {
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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|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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@@ -478,7 +478,7 @@
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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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@@ -486,13 +486,13 @@
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|Biren_166m": {
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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-x4": {
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@@ -500,7 +500,7 @@
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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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@@ -508,7 +508,7 @@
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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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@@ -5748,7 +5748,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T07:18:55.660733+00:00"
+      "updatedAt": "2026-10-13T07:24:18.664111+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": {
       "taskTypes": [
@@ -5756,13 +5756,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T07:18:14.593047+00:00"
+      "updatedAt": "2026-10-13T07:23:35.850697+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T07:18:14.757529+00:00"
+      "updatedAt": "2026-10-13T07:23:36.062245+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-x4": {
       "taskTypes": [
@@ -5770,7 +5770,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T07:18:14.951663+00:00"
+      "updatedAt": "2026-10-13T07:23:36.259396+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": [
@@ -5778,7 +5778,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T07:18:15.082149+00:00"
+      "updatedAt": "2026-10-13T07:23:36.351077+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": [
@@ -5786,7 +5786,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T07:18:14.855363+00:00"
+      "updatedAt": "2026-10-13T07:23:36.164650+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": [
@@ -5794,7 +5794,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T07:18:14.667560+00:00"
+      "updatedAt": "2026-10-13T07:23:35.949768+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -5802,13 +5802,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T07:18:17.225308+00:00"
+      "updatedAt": "2026-10-13T07:23:38.846660+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T07:18:17.363672+00:00"
+      "updatedAt": "2026-10-13T07:23:39.061992+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -5816,7 +5816,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T07:18:17.571726+00:00"
+      "updatedAt": "2026-10-13T07:23:39.156535+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": [
@@ -5824,7 +5824,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T07:18:17.665968+00:00"
+      "updatedAt": "2026-10-13T07:23:39.188674+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5832,7 +5832,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T07:18:17.460282+00:00"
+      "updatedAt": "2026-10-13T07:23:39.089202+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -5840,7 +5840,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T07:18:17.257925+00:00"
+      "updatedAt": "2026-10-13T07:23:38.963974+00:00"
     }
   },
   "taskTree": [
@@ -6523,6 +6523,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-13T07:15:16.254519+00:00",
+  "taskTreeUpdatedAt": "2026-10-13T07:20:59.378401+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index bd417ba3c3..a4d59998c9 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "973795ebb851d470bed7458416df72d070e2f8d8d4c4c4ecab1451e6f73125f6",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "ba12f68e8b8e60ac70c2b177cae2c72d8a135e30d41e33843400bebe7c19f484",
-    ".modelhub_state/official_capabilities.json": "b15a36e516cd736249b336ce152f7016aebd06b1bc8894a89a2c7076a2749c23",
+    ".modelhub_state/market_intelligence.json": "31abe6b71d081c9bd987d7c572a56c9066c5f7c7fb18aea1df1f09f49685acbe",
+    ".modelhub_state/official_capabilities.json": "88477047aca64f260a7d8f2e9430abdd1e570da9576b974834bd76d2d589e157",
     ".modelhub_state/outcome_checkpoint.json": "1eb98d127eca02b41be09323863d8d5c0102cb4926b3f3e7cd1da06f2a79fcca",
     ".modelhub_state/queue_cleanup_latest.json": "bc7e56c9d1a333f4bf796226c2496765a92f9d4ceb25f0ccd845d6f32075d0de",
     ".modelhub_state/recent_outcomes.jsonl": "d5f3321c7c835be11fc790c6b04936eee563f577da3818cfa5dc8aa7c8332239",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "b555e0b9021a1b3a3cd8dc793093435e96a7adc9e5af62d8c9078dd7135c56b5",
     "outcomes/submissions.jsonl": "6e4ee79703984d29cddeb5c1910a12e0ce9b1a359adfb612486f790d93f10bed"
   },
-  "generation": 24220,
+  "generation": 24221,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-13T07:19:04.715474+00:00",
+  "updatedAt": "2026-10-13T07:24:21.505407+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }