diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 89131c84d..7c436cdab 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -434,7 +434,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 08c07352f..e4c9dcfd9 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
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@@ -155,7 +155,7 @@
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@@ -199,7 +199,7 @@
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-      "updatedAt": "2026-10-07T23:47:37.059418+00:00"
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@@ -419,7 +419,7 @@
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-      "updatedAt": "2026-10-07T23:47:37.127422+00:00"
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     "https://modelscope.cn/models/skt/A.X-K2|2026-09-01T13:05:41+00:00|hygon_k100-ai": {
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@@ -5366,7 +5371,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T23:47:37.159350+00:00"
+      "updatedAt": "2026-10-07T23:52:30.350820+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash-FP8|2026-08-26T19:06:26+00:00|Ascend_910-b4": {
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@@ -5374,13 +5379,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T23:47:53.359694+00:00"
+      "updatedAt": "2026-10-07T23:52:50.099771+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash-FP8|2026-08-26T19:06:26+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-07T23:47:53.454041+00:00"
+      "updatedAt": "2026-10-07T23:52:50.138092+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash-FP8|2026-08-26T19:06:26+00:00|Iluvatar_mrv-100": {
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@@ -5389,20 +5394,20 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T23:47:53.262827+00:00"
+      "updatedAt": "2026-10-07T23:52:50.051573+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash-FP8|2026-08-26T19:06:26+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-07T23:47:53.556010+00:00"
+      "updatedAt": "2026-10-07T23:52:50.190525+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash-FP8|2026-08-26T19:06:26+00:00|Mthreads_s4000": {
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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-07T23:47:53.134125+00:00"
+      "updatedAt": "2026-10-07T23:52:49.911129+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash-FP8|2026-08-26T19:06:26+00:00|hygon_k100-ai": {
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@@ -5410,7 +5415,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T23:47:53.188776+00:00"
+      "updatedAt": "2026-10-07T23:52:49.956008+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash|2026-08-26T19:13:26+00:00|Ascend_910-b4": {
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@@ -5418,13 +5423,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T23:47:53.366062+00:00"
+      "updatedAt": "2026-10-07T23:52:50.061218+00:00"
     },
     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash|2026-08-26T19:13:26+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-07T23:47:53.465659+00:00"
+      "updatedAt": "2026-10-07T23:52:50.107230+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash|2026-08-26T19:13:26+00:00|Iluvatar_mrv-100": {
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@@ -5433,20 +5438,20 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T23:47:53.268487+00:00"
+      "updatedAt": "2026-10-07T23:52:49.983237+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash|2026-08-26T19:13:26+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-07T23:47:53.561418+00:00"
+      "updatedAt": "2026-10-07T23:52:50.149004+00:00"
     },
     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash|2026-08-26T19:13:26+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T23:47:53.133964+00:00"
+      "updatedAt": "2026-10-07T23:52:49.910978+00:00"
     },
     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash|2026-08-26T19:13:26+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -5454,7 +5459,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T23:47:53.183041+00:00"
+      "updatedAt": "2026-10-07T23:52:49.940340+00:00"
     },
     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -5462,13 +5467,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T23:47:42.859261+00:00"
+      "updatedAt": "2026-10-07T23:52:36.750761+00:00"
     },
     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-07T23:47:42.954931+00:00"
+      "updatedAt": "2026-10-07T23:52:36.785665+00:00"
     },
     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|Iluvatar_mrv-100": {
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@@ -5477,20 +5482,20 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T23:47:42.761836+00:00"
+      "updatedAt": "2026-10-07T23:52:36.707375+00:00"
     },
     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-07T23:47:43.162395+00:00"
+      "updatedAt": "2026-10-07T23:52:36.848652+00:00"
     },
     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T23:47:42.599704+00:00"
+      "updatedAt": "2026-10-07T23:52:36.561307+00:00"
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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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@@ -5498,13 +5503,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T23:47:42.660185+00:00"
+      "updatedAt": "2026-10-07T23:52:36.680468+00:00"
     },
     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-07T23:47:58.350367+00:00"
+      "updatedAt": "2026-10-07T23:52:55.566420+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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@@ -5513,19 +5518,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T23:47:58.321917+00:00"
+      "updatedAt": "2026-10-07T23:52:55.462383+00:00"
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     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-07T23:47:58.461486+00:00"
+      "updatedAt": "2026-10-07T23:52:55.658873+00:00"
     },
     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-07T23:47:58.670477+00:00"
+      "updatedAt": "2026-10-07T23:52:55.953351+00:00"
     },
     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -5534,19 +5539,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T23:47:58.625496+00:00"
+      "updatedAt": "2026-10-07T23:52:55.921399+00:00"
     },
     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-07T23:47:58.700978+00:00"
+      "updatedAt": "2026-10-07T23:52:56.061664+00:00"
     },
     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-07T23:47:58.574732+00:00"
+      "updatedAt": "2026-10-07T23:52:55.766660+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": {
       "taskTypes": [
@@ -5555,19 +5560,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T23:47:58.543678+00:00"
+      "updatedAt": "2026-10-07T23:52:55.673784+00:00"
     },
     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-07T23:47:58.625609+00:00"
+      "updatedAt": "2026-10-07T23:52:55.959730+00:00"
     },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-07T23:47:58.282017+00:00"
+      "updatedAt": "2026-10-07T23:52:55.165775+00:00"
     },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -5576,19 +5581,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T23:47:58.180874+00:00"
+      "updatedAt": "2026-10-07T23:52:55.124403+00:00"
     },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-07T23:47:58.373983+00:00"
+      "updatedAt": "2026-10-07T23:52:55.463989+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-07T23:47:58.059419+00:00"
+      "updatedAt": "2026-10-07T23:52:55.060581+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -5597,19 +5602,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T23:47:57.957607+00:00"
+      "updatedAt": "2026-10-07T23:52:54.936575+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-07T23:47:58.096753+00:00"
+      "updatedAt": "2026-10-07T23:52:55.159710+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-07T23:47:59.667020+00:00"
+      "updatedAt": "2026-10-07T23:52:56.963641+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -5618,13 +5623,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T23:47:59.580650+00:00"
+      "updatedAt": "2026-10-07T23:52:56.906492+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-07T23:47:59.764583+00:00"
+      "updatedAt": "2026-10-07T23:52:57.059878+00:00"
     }
   },
   "taskTree": [
@@ -6307,6 +6312,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-07T23:45:07.370316+00:00",
+  "taskTreeUpdatedAt": "2026-10-07T23:50:42.950697+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 514ce16e8..2b7b5a85f 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "4181453b220f0031163e46493147c9aab819dce157f8301bfca8532a6e440ce4",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "45cfb73ffd13c39e4e1d2d02f899d757e2f4bad93166517c5b5d20bc0160c214",
-    ".modelhub_state/official_capabilities.json": "81f382cd1919590ff803696a1f1cac1015589bbfc7ab9905ced57c4a903a4256",
+    ".modelhub_state/market_intelligence.json": "4ecf4570f95578d391699c25cc561d696aae198dfbbe7cb7750acfdcd604dd2f",
+    ".modelhub_state/official_capabilities.json": "d58db44cfc0ebceb06760fc4591be628a5ae1c7f8190f7afb4032e19d1f7f76a",
     ".modelhub_state/outcome_checkpoint.json": "80042b9b6e66fb76b8d79b495e226f4acec377fca0a551856984c05da35915f0",
     ".modelhub_state/queue_cleanup_latest.json": "568ae8813ea4bc8c494aef8be02f77b1c9756ab49dd7d307b81483e6cca30468",
     ".modelhub_state/recent_outcomes.jsonl": "aeac56a19e87b523a3f86e3e8d3561fbf0c54c151fd5730b040e5a79c1822fc8",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "7b3ec696e3d8527e36b8d59aaddda9f698e1b28cd97a98e92207515122f4f9a3",
     "outcomes/submissions.jsonl": "6c2d87a2fec127fe7adbc51b7e4d902ffb2bddd209207cf87bb94369d33dea11"
   },
-  "generation": 22004,
+  "generation": 22005,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-07T23:48:14.085778+00:00",
+  "updatedAt": "2026-10-07T23:53:12.946926+00:00",
   "writerId": "33ed03361c5848e88b8ce6204fb4f7d2"
 }