diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 623cab48f8..e24e0c8085 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
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-  "generatedAt": "2026-10-12T14:32:23.871501+00:00",
+  "generatedAt": "2026-10-12T14:38:01.954838+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 57e5a66ed1..ed2bb45c9a 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-12T14:32:23.871501+00:00",
+  "catalogUpdatedAt": "2026-10-12T14:38:01.954838+00:00",
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@@ -56,7 +56,7 @@
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-  "generatedAt": "2026-10-12T14:36:13.463018+00:00",
+  "generatedAt": "2026-10-12T14:42:07.551935+00:00",
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@@ -156,14 +156,14 @@
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-      "updatedAt": "2026-10-12T14:35:47.156316+00:00"
+      "updatedAt": "2026-10-12T14:41:25.662073+00:00"
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-      "updatedAt": "2026-10-12T14:35:47.108357+00:00"
+      "updatedAt": "2026-10-12T14:41:25.630561+00:00"
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@@ -171,7 +171,7 @@
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-      "updatedAt": "2026-10-12T14:35:48.108839+00:00"
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@@ -179,7 +179,7 @@
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@@ -187,7 +187,7 @@
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-      "updatedAt": "2026-10-12T14:35:48.466392+00:00"
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@@ -196,14 +196,14 @@
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-      "updatedAt": "2026-10-12T14:35:48.568428+00:00"
+      "updatedAt": "2026-10-12T14:41:27.651632+00:00"
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-      "updatedAt": "2026-10-12T14:35:48.352736+00:00"
+      "updatedAt": "2026-10-12T14:41:27.455270+00:00"
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@@ -211,7 +211,7 @@
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-      "updatedAt": "2026-10-12T14:35:48.163167+00:00"
+      "updatedAt": "2026-10-12T14:41:27.358371+00:00"
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@@ -219,7 +219,7 @@
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-      "updatedAt": "2026-10-12T14:35:34.671795+00:00"
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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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     "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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@@ -467,7 +467,7 @@
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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|Mthreads_s4000": {
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+      "updatedAt": "2026-10-12T14:41:36.349971+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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@@ -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-b3": {
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@@ -507,7 +507,7 @@
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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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@@ -5917,7 +5917,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:35:53.666161+00:00"
+      "updatedAt": "2026-10-12T14:41:37.665464+00:00"
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     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Cambricon_mlu-370-x8": {
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@@ -5925,7 +5925,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:36:09.632519+00:00"
+      "updatedAt": "2026-10-12T14:42:01.451744+00:00"
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     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Iluvatar_mrv-100": {
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@@ -5934,7 +5934,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:36:09.675435+00:00"
+      "updatedAt": "2026-10-12T14:42:01.488692+00:00"
     },
     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Cambricon_mlu-370-x8": {
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@@ -5942,7 +5942,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:36:09.904360+00:00"
+      "updatedAt": "2026-10-12T14:42:01.743143+00:00"
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     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Iluvatar_mrv-100": {
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@@ -5951,7 +5951,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:36:09.931644+00:00"
+      "updatedAt": "2026-10-12T14:42:01.777922+00:00"
     },
     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Cambricon_mlu-370-x8": {
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@@ -5959,7 +5959,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:36:09.730922+00:00"
+      "updatedAt": "2026-10-12T14:42:01.573921+00:00"
     },
     "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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@@ -5968,7 +5968,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:36:09.763188+00:00"
+      "updatedAt": "2026-10-12T14:42:01.605145+00:00"
     },
     "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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@@ -5976,7 +5976,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:36:09.416158+00:00"
+      "updatedAt": "2026-10-12T14:42:01.334296+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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@@ -5985,7 +5985,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:36:09.478519+00:00"
+      "updatedAt": "2026-10-12T14:42:01.369791+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
@@ -5993,7 +5993,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:36:09.263811+00:00"
+      "updatedAt": "2026-10-12T14:42:01.149770+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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@@ -6002,7 +6002,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:36:09.357139+00:00"
+      "updatedAt": "2026-10-12T14:42:01.187961+00:00"
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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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@@ -6010,7 +6010,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:36:10.720949+00:00"
+      "updatedAt": "2026-10-12T14:42:03.113960+00:00"
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Iluvatar_mrv-100": {
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@@ -6019,7 +6019,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:36:10.751954+00:00"
+      "updatedAt": "2026-10-12T14:42:03.159324+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": [
@@ -6027,7 +6027,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:35:39.118617+00:00"
+      "updatedAt": "2026-10-12T14:41:13.565547+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": [
@@ -6035,7 +6035,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:35:39.208405+00:00"
+      "updatedAt": "2026-10-12T14:41:13.689705+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": {
       "taskTypes": [
@@ -6043,7 +6043,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:35:39.295960+00:00"
+      "updatedAt": "2026-10-12T14:41:13.848868+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": [
@@ -6052,14 +6052,14 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:35:39.348036+00:00"
+      "updatedAt": "2026-10-12T14:41:13.879615+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": "2026-10-12T14:35:39.253091+00:00"
+      "updatedAt": "2026-10-12T14:41:13.751994+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": [
@@ -6067,7 +6067,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:35:39.166025+00:00"
+      "updatedAt": "2026-10-12T14:41:13.662747+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -6075,7 +6075,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:35:41.177444+00:00"
+      "updatedAt": "2026-10-12T14:41:17.445321+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -6083,7 +6083,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:35:41.349636+00:00"
+      "updatedAt": "2026-10-12T14:41:17.652163+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": [
@@ -6091,7 +6091,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:35:41.457555+00:00"
+      "updatedAt": "2026-10-12T14:41:17.860701+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6100,14 +6100,14 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:35:41.495263+00:00"
+      "updatedAt": "2026-10-12T14:41:17.960204+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": "2026-10-12T14:35:41.396830+00:00"
+      "updatedAt": "2026-10-12T14:41:17.752758+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -6115,7 +6115,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T14:35:41.264528+00:00"
+      "updatedAt": "2026-10-12T14:41:17.550406+00:00"
     }
   },
   "taskTree": [
@@ -6798,6 +6798,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-12T14:32:23.871501+00:00",
+  "taskTreeUpdatedAt": "2026-10-12T14:38:01.954838+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index dc2d2c4a26..291f48ed9b 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "ee3100f51786841722e17dc952ffbdc26dbe2ba3908d41f94dcc36b2789f7b73",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "1dfb4d70b38924c69f9a7f6f773018f5da3b21bff4955084716066f6c1d9891f",
-    ".modelhub_state/official_capabilities.json": "8f61fb60692582f550f70c36eede9afec55cacb3547e8f1b1e43b890bd458ab5",
+    ".modelhub_state/market_intelligence.json": "86b0716709dc702ed0fd8913882f1e385d1a3738977390ac0dc998171cb3daca",
+    ".modelhub_state/official_capabilities.json": "f615e02fda382f392afad84c761f5cd9d4f3ce698e647fb2ef47e4d0c2f1b561",
     ".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": "60f2ed9177700c276c209de8688eda4d29796e00bc93bb0ae98af3c06249c43a",
     "outcomes/submissions.jsonl": "243212869da8c178760008e15a623d86580bb969754b647c33b25f0f0ade3fdc"
   },
-  "generation": 24011,
+  "generation": 24012,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-12T14:36:14.652771+00:00",
+  "updatedAt": "2026-10-12T14:42:12.645379+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }