diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 2dcd5b95ce..16a765d4d5 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
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-  "generatedAt": "2026-10-12T15:59:49.845480+00:00",
+  "generatedAt": "2026-10-12T16:07:29.060447+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index b17aef656f..83a17576a3 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-12T15:59:49.845480+00:00",
+  "catalogUpdatedAt": "2026-10-12T16:07:29.060447+00:00",
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@@ -56,7 +56,7 @@
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+  "generatedAt": "2026-10-12T16:10:17.452198+00:00",
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@@ -156,14 +156,14 @@
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-      "updatedAt": "2026-10-12T16:04:30.450297+00:00"
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@@ -187,7 +187,7 @@
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-      "updatedAt": "2026-10-12T16:04:32.360739+00:00"
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+      "updatedAt": "2026-10-12T16:09:47.558819+00:00"
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-      "updatedAt": "2026-10-12T16:04:32.103062+00:00"
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@@ -211,7 +211,7 @@
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-      "updatedAt": "2026-10-12T16:04:32.075577+00:00"
+      "updatedAt": "2026-10-12T16:09:47.365764+00:00"
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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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@@ -484,14 +484,14 @@
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+      "updatedAt": "2026-10-12T16:09:52.483799+00:00"
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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": "2026-10-12T16:09:52.351157+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|Ascend_910-b3": {
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@@ -5876,7 +5880,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T16:04:39.823806+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|Ascend_910-b4": {
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@@ -5884,7 +5888,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T16:04:39.953025+00:00"
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     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|Cambricon_mlu-370-x8": {
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@@ -5892,7 +5896,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T16:04:40.086104+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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@@ -5901,14 +5905,14 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T16:04:40.055198+00:00"
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     "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": "2026-10-12T16:04:39.888962+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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@@ -5916,7 +5920,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:04:39.856485+00:00"
+      "updatedAt": "2026-10-12T16:09:52.834095+00:00"
     },
     "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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@@ -5924,7 +5928,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:05:01.670092+00:00"
+      "updatedAt": "2026-10-12T16:10:14.161513+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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@@ -5933,7 +5937,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:05:01.553240+00:00"
+      "updatedAt": "2026-10-12T16:10:14.115491+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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@@ -5941,7 +5945,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:05:02.063113+00:00"
+      "updatedAt": "2026-10-12T16:10:14.556654+00:00"
     },
     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Iluvatar_mrv-100": {
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@@ -5950,7 +5954,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:05:01.977673+00:00"
+      "updatedAt": "2026-10-12T16:10:14.433364+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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@@ -5958,7 +5962,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:05:01.655596+00:00"
+      "updatedAt": "2026-10-12T16:10:14.452071+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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@@ -5967,7 +5971,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:05:01.554860+00:00"
+      "updatedAt": "2026-10-12T16:10:14.336640+00:00"
     },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
@@ -5975,7 +5979,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:05:01.267606+00:00"
+      "updatedAt": "2026-10-12T16:10:14.064823+00:00"
     },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -5984,7 +5988,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:05:01.200744+00:00"
+      "updatedAt": "2026-10-12T16:10:13.965712+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
@@ -5992,7 +5996,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:05:01.253945+00:00"
+      "updatedAt": "2026-10-12T16:10:13.886267+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Iluvatar_mrv-100": {
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@@ -6001,7 +6005,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:05:01.189008+00:00"
+      "updatedAt": "2026-10-12T16:10:13.839343+00:00"
     },
     "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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@@ -6009,7 +6013,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:05:03.550532+00:00"
+      "updatedAt": "2026-10-12T16:10:15.872080+00:00"
     },
     "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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@@ -6018,7 +6022,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:05:03.519354+00:00"
+      "updatedAt": "2026-10-12T16:10:15.828969+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": [
@@ -6026,7 +6030,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:04:19.987915+00:00"
+      "updatedAt": "2026-10-12T16:09:37.623013+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": [
@@ -6034,7 +6038,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:04:20.259910+00:00"
+      "updatedAt": "2026-10-12T16:09:37.762422+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": [
@@ -6042,7 +6046,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:04:20.391318+00:00"
+      "updatedAt": "2026-10-12T16:09:37.864064+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": [
@@ -6051,14 +6055,14 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:04:20.363095+00:00"
+      "updatedAt": "2026-10-12T16:09:37.788640+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": "2026-10-12T16:04:20.159028+00:00"
+      "updatedAt": "2026-10-12T16:09:37.679354+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": [
@@ -6066,7 +6070,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:04:20.062244+00:00"
+      "updatedAt": "2026-10-12T16:09:37.650957+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -6074,7 +6078,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:04:23.173625+00:00"
+      "updatedAt": "2026-10-12T16:09:39.963527+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -6082,7 +6086,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:04:23.385341+00:00"
+      "updatedAt": "2026-10-12T16:09:40.158958+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": [
@@ -6090,7 +6094,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:04:23.478187+00:00"
+      "updatedAt": "2026-10-12T16:09:40.357638+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6099,14 +6103,14 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:04:23.450059+00:00"
+      "updatedAt": "2026-10-12T16:09:40.281655+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": "2026-10-12T16:04:23.357326+00:00"
+      "updatedAt": "2026-10-12T16:09:40.062278+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -6114,7 +6118,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T16:04:23.253640+00:00"
+      "updatedAt": "2026-10-12T16:09:39.994352+00:00"
     }
   },
   "taskTree": [
@@ -6797,6 +6801,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-12T15:59:49.845480+00:00",
+  "taskTreeUpdatedAt": "2026-10-12T16:07:29.060447+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index c14e95658e..89214a6eb1 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "e43fd31b445853bdc3b7d5b17943379dae02b499e04b799c412fc029d0e6e62e",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "1111a4c822b34543f0a0cda8ed4eb90ad5877ed4731cf6c434eef2e1a14a9282",
-    ".modelhub_state/official_capabilities.json": "9cb805513cea9a22a057046b9fcfebc749ec35cfbdcd13026442e0829ff48fe8",
+    ".modelhub_state/market_intelligence.json": "e8c6ec0b9283b7db5593adce73cc9715b537050db995c6a561e8bb8193eb6ac1",
+    ".modelhub_state/official_capabilities.json": "caef14b4ebac1d9c5b92b87d652d59265e87aa6229f1883222c543d3fc46869b",
     ".modelhub_state/outcome_checkpoint.json": "44d67d39f333e9af27dd521bbea253de64038578f46def2554fec687ad076ee5",
     ".modelhub_state/queue_cleanup_latest.json": "95f3103fe08fd89cb5ed4eeba0bf625b08319c715c71230fc197b1fb46ab931f",
     ".modelhub_state/recent_outcomes.jsonl": "80da7e34893c7f23d6e780c3c8969ebd88930069ae3a5e8b4e10bd4228996516",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "60f2ed9177700c276c209de8688eda4d29796e00bc93bb0ae98af3c06249c43a",
     "outcomes/submissions.jsonl": "118c3a0a3d59307b2fa68eef6ba1a550e2280588cf04ee24b65dded7ac97ff4f"
   },
-  "generation": 24028,
+  "generation": 24029,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-12T16:05:12.851953+00:00",
+  "updatedAt": "2026-10-12T16:10:18.659967+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }