diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 8054cfbd66..f26e26ff6e 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -414,7 +414,7 @@
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-  "generatedAt": "2026-10-12T08:02:54.310806+00:00",
+  "generatedAt": "2026-10-12T08:09:27.764646+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index ce314de9d2..9ab3318bc2 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-12T08:02:54.310806+00:00",
+  "catalogUpdatedAt": "2026-10-12T08:09:27.764646+00:00",
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@@ -56,7 +56,7 @@
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+  "generatedAt": "2026-10-12T08:12:45.681051+00:00",
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@@ -155,7 +155,7 @@
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-      "updatedAt": "2026-10-12T08:07:51.226050+00:00"
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@@ -163,7 +163,7 @@
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-      "updatedAt": "2026-10-12T08:07:52.371359+00:00"
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@@ -171,7 +171,7 @@
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-      "updatedAt": "2026-10-12T08:07:52.270788+00:00"
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@@ -180,7 +180,7 @@
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@@ -188,14 +188,14 @@
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-      "updatedAt": "2026-10-12T08:07:52.203569+00:00"
+      "updatedAt": "2026-10-12T08:12:01.496049+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|hygon_k100-ai": {
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@@ -203,7 +203,7 @@
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-      "updatedAt": "2026-10-12T08:07:52.468546+00:00"
+      "updatedAt": "2026-10-12T08:12:01.750924+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Ascend_910-b3": {
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@@ -211,7 +211,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T08:07:52.051225+00:00"
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@@ -219,7 +219,7 @@
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-      "updatedAt": "2026-10-12T08:07:51.958515+00:00"
+      "updatedAt": "2026-10-12T08:12:00.954381+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Iluvatar_mrv-100": {
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@@ -228,7 +228,7 @@
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-      "updatedAt": "2026-10-12T08:07:36.549014+00:00"
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@@ -284,14 +284,14 @@
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-      "updatedAt": "2026-10-12T08:07:36.383979+00:00"
+      "updatedAt": "2026-10-12T08:11:40.207511+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-Flash-EXL3-Q4|2026-09-07T16:54:19+00:00|Iluvatar_mrv-100": {
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     "https://modelscope.cn/models/0xSero/GLM-5.3-Flash-EXL3-Q4|2026-09-07T16:54:19+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-12T08:11:48.252614+00:00"
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-10-12T08:07:44.769072+00:00"
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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|Ascend_910-b4": {
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@@ -411,7 +411,7 @@
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Iluvatar_mrv-100": {
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@@ -420,7 +420,7 @@
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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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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-10-12T08:07:57.220936+00:00"
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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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@@ -451,7 +451,7 @@
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Ascend_910-b4": {
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@@ -459,7 +459,7 @@
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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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@@ -468,7 +468,7 @@
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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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@@ -476,14 +476,14 @@
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Mthreads_s4000": {
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+      "updatedAt": "2026-10-12T08:12:14.984967+00:00"
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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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@@ -491,7 +491,7 @@
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-      "updatedAt": "2026-10-12T08:07:57.462694+00:00"
+      "updatedAt": "2026-10-12T08:12:15.256657+00:00"
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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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@@ -499,7 +499,7 @@
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|Ascend_910-b4": {
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@@ -507,7 +507,7 @@
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+      "updatedAt": "2026-10-12T08:11:43.157420+00:00"
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|Iluvatar_mrv-100": {
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|MetaX_c-500": {
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@@ -524,14 +524,14 @@
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-      "updatedAt": "2026-10-12T08:08:15.113549+00:00"
+      "updatedAt": "2026-10-12T08:12:41.906099+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6002,7 +6002,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:08:14.851010+00:00"
+      "updatedAt": "2026-10-12T08:12:41.664297+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -6010,7 +6010,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:08:14.819743+00:00"
+      "updatedAt": "2026-10-12T08:12:41.633882+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6019,7 +6019,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:08:16.551407+00:00"
+      "updatedAt": "2026-10-12T08:12:43.852343+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -6027,7 +6027,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:08:16.523122+00:00"
+      "updatedAt": "2026-10-12T08:12:43.819485+00:00"
     },
     "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": [
@@ -6035,7 +6035,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:07:41.752249+00:00"
+      "updatedAt": "2026-10-12T08:11:45.654611+00:00"
     },
     "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": [
@@ -6043,7 +6043,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:07:41.652455+00:00"
+      "updatedAt": "2026-10-12T08:11:45.564449+00:00"
     },
     "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": {
       "taskTypes": [
@@ -6052,7 +6052,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:07:42.056007+00:00"
+      "updatedAt": "2026-10-12T08:11:45.817929+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": [
@@ -6060,14 +6060,14 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:07:41.952728+00:00"
+      "updatedAt": "2026-10-12T08:11:45.768697+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:07:41.590241+00:00"
+      "updatedAt": "2026-10-12T08:11:45.447622+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": [
@@ -6075,7 +6075,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:07:41.870929+00:00"
+      "updatedAt": "2026-10-12T08:11:45.715759+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -6083,7 +6083,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:07:44.761810+00:00"
+      "updatedAt": "2026-10-12T08:11:48.880083+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -6091,7 +6091,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:07:44.647107+00:00"
+      "updatedAt": "2026-10-12T08:11:48.850524+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6100,7 +6100,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:07:44.960914+00:00"
+      "updatedAt": "2026-10-12T08:11:49.169643+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -6108,14 +6108,14 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:07:44.911372+00:00"
+      "updatedAt": "2026-10-12T08:11:49.053344+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:07:44.616788+00:00"
+      "updatedAt": "2026-10-12T08:11:48.751748+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -6123,7 +6123,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:07:44.860765+00:00"
+      "updatedAt": "2026-10-12T08:11:48.952267+00:00"
     }
   },
   "taskTree": [
@@ -6806,6 +6806,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-12T08:02:54.310806+00:00",
+  "taskTreeUpdatedAt": "2026-10-12T08:09:27.764646+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 4921f46812..9a8ef33e83 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "4b2068ac49ead6c9c7dd86dc895e68b5ac3bce63cc8364b0e901406ea1b5b1bc",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "73dbd455dfc9f67a2f47bdab0123e6f40c3d7ad5e03a6e37d630491fdf5902ca",
-    ".modelhub_state/official_capabilities.json": "e4b514b379e9b9522d2631c682fe29bb6ea07b147b05b344285846619cbdd704",
+    ".modelhub_state/market_intelligence.json": "fa264b1f5dfe5dd448ad0473eadf89cfe50a724fc6b64d41f2b19668ebb791ad",
+    ".modelhub_state/official_capabilities.json": "959e4d676cc653ca8f460613b22b6b2d8e0b0dab8ab8df96e698f5d0e84926ab",
     ".modelhub_state/outcome_checkpoint.json": "44d67d39f333e9af27dd521bbea253de64038578f46def2554fec687ad076ee5",
     ".modelhub_state/queue_cleanup_latest.json": "d3d652be13ecd058fe95330a842db9324afc6db47aa9abffe9ded380dd437c65",
     ".modelhub_state/recent_outcomes.jsonl": "80da7e34893c7f23d6e780c3c8969ebd88930069ae3a5e8b4e10bd4228996516",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "fc066c7d1557f425adcd46d66cfd4cdabfe73eef961bb86bf83802fc0bcc8a82",
     "outcomes/submissions.jsonl": "f481061089cea514512419e19edf85f2070a9c32d6f3e33b2eca02c7d2497219"
   },
-  "generation": 23930,
+  "generation": 23931,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-12T08:09:23.751435+00:00",
+  "updatedAt": "2026-10-12T08:12:47.566531+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }