diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 9b7799624..977633a79 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 078f4857f..39afb97ff 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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@@ -5938,7 +5937,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:33.370993+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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@@ -5946,7 +5945,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:33.450863+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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@@ -5955,7 +5954,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:33.490129+00:00"
+      "updatedAt": "2026-10-08T02:19:54.293196+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash|2026-08-26T19:13:26+00:00|MetaX_c-500": {
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@@ -5963,14 +5962,14 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:33.551413+00:00"
+      "updatedAt": "2026-10-08T02:19:54.323239+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": "2026-10-08T02:14:33.049594+00:00"
+      "updatedAt": "2026-10-08T02:19:52.667004+00:00"
     },
     "https://modelscope.cn/models/unsloth/GLM-5.3-Flash|2026-08-26T19:13:26+00:00|hygon_k100-ai": {
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@@ -5978,7 +5977,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:33.266423+00:00"
+      "updatedAt": "2026-10-08T02:19:53.670866+00:00"
     },
     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|Ascend_910-b3": {
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@@ -5986,7 +5985,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:21.960355+00:00"
+      "updatedAt": "2026-10-08T02:19:38.709150+00:00"
     },
     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|Ascend_910-b4": {
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@@ -5994,7 +5993,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:22.061710+00:00"
+      "updatedAt": "2026-10-08T02:19:38.756497+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|Iluvatar_mrv-100": {
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@@ -6003,7 +6002,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:22.155223+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|MetaX_c-500": {
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@@ -6011,14 +6010,14 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:22.254741+00:00"
+      "updatedAt": "2026-10-08T02:19:38.951868+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": "2026-10-08T02:14:21.834559+00:00"
+      "updatedAt": "2026-10-08T02:19:38.625922+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": {
       "taskTypes": [
@@ -6026,7 +6025,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:21.877771+00:00"
+      "updatedAt": "2026-10-08T02:19:38.661054+00:00"
     },
     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6035,7 +6034,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:38.514943+00:00"
+      "updatedAt": "2026-10-08T02:20:00.051605+00:00"
     },
     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -6043,7 +6042,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:38.569058+00:00"
+      "updatedAt": "2026-10-08T02:20:05.159277+00:00"
     },
     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6052,7 +6051,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:38.655834+00:00"
+      "updatedAt": "2026-10-08T02:20:00.998000+00:00"
     },
     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -6060,7 +6059,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:38.751553+00:00"
+      "updatedAt": "2026-10-08T02:20:04.451674+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": [
@@ -6069,7 +6068,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:38.525921+00:00"
+      "updatedAt": "2026-10-08T02:20:00.447008+00:00"
     },
     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -6077,7 +6076,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:38.560688+00:00"
+      "updatedAt": "2026-10-08T02:20:00.564765+00:00"
     },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6086,7 +6085,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:38.222392+00:00"
+      "updatedAt": "2026-10-08T02:20:00.044194+00:00"
     },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -6094,7 +6093,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:38.279710+00:00"
+      "updatedAt": "2026-10-08T02:20:00.157890+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6103,7 +6102,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:38.169744+00:00"
+      "updatedAt": "2026-10-08T02:19:59.664998+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -6111,7 +6110,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:38.270086+00:00"
+      "updatedAt": "2026-10-08T02:19:59.758158+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6120,7 +6119,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:39.677991+00:00"
+      "updatedAt": "2026-10-08T02:20:10.106908+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -6128,7 +6127,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-08T02:14:39.719293+00:00"
+      "updatedAt": "2026-10-08T02:20:10.164669+00:00"
     }
   },
   "taskTree": [
@@ -6811,6 +6810,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-08T02:12:05.466087+00:00",
+  "taskTreeUpdatedAt": "2026-10-08T02:17:39.261977+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 5fbb3434d..fe3c4f28c 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "5262c902b7118b30be9dce34bf3c9b2f3c17154999f8b9e1403c33739ecd0ad0",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "8b782852a1ebdcbc705ee24e1d5aa261194a86b93412eced6ad9a0f445abfc42",
-    ".modelhub_state/official_capabilities.json": "08cff620629445e607a9dac56769721edcf4ab07563344f0e1528b91e1580e71",
+    ".modelhub_state/market_intelligence.json": "da72d0e3d87f60751c78bac24786bf9a7ee2ff9a24086ce9d74a4c68e486a55f",
+    ".modelhub_state/official_capabilities.json": "1cdd246be6fd92f462a1e9a6772b0a269e592d57e8851eff4f805a84111bc103",
     ".modelhub_state/outcome_checkpoint.json": "09b6e6ea03d502873f3d3f89ada2607126c542375cb27b0a1ec28f0be0b8675b",
     ".modelhub_state/queue_cleanup_latest.json": "568ae8813ea4bc8c494aef8be02f77b1c9756ab49dd7d307b81483e6cca30468",
     ".modelhub_state/recent_outcomes.jsonl": "b068736c627060c6b0013a19d7d5df1ff397edc4169d2399892b6519e3008497",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "e454fe4d597b7036bd9ad1d21a044f660b72bf85d1370813a7264341281b7126",
     "outcomes/submissions.jsonl": "397f42d1a9f50088a12379ffeb2534f57a4f90077c0378d4a6785b4d34d3424f"
   },
-  "generation": 22028,
+  "generation": 22029,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-08T02:14:55.198175+00:00",
+  "updatedAt": "2026-10-08T02:20:31.983683+00:00",
   "writerId": "33ed03361c5848e88b8ce6204fb4f7d2"
 }