diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 2ef0e5c474..3f1695cda3 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
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-  "generatedAt": "2026-10-12T13:56:58.277508+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 5ea916caa2..2dbe3762f2 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-12T13:56:58.277508+00:00",
+  "catalogUpdatedAt": "2026-10-12T14:01:57.974730+00:00",
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@@ -56,7 +56,7 @@
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+  "generatedAt": "2026-10-12T14:05:11.357275+00:00",
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@@ -156,14 +156,14 @@
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-      "updatedAt": "2026-10-12T13:59:08.849541+00:00"
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-      "updatedAt": "2026-10-12T13:59:08.821202+00:00"
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-      "updatedAt": "2026-10-12T13:59:09.776035+00:00"
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@@ -196,14 +196,14 @@
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-      "updatedAt": "2026-10-12T13:59:09.916674+00:00"
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@@ -211,7 +211,7 @@
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-      "updatedAt": "2026-10-12T13:59:09.810151+00:00"
+      "updatedAt": "2026-10-12T14:04:37.582740+00:00"
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@@ -219,7 +219,7 @@
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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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@@ -484,14 +484,14 @@
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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": "2026-10-12T14:04:43.158032+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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     "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 +5924,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:31.520008+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 +5933,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:31.550996+00:00"
+      "updatedAt": "2026-10-12T14:05:04.754268+00:00"
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     "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 +5941,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:31.795484+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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@@ -5950,7 +5950,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:31.823797+00:00"
+      "updatedAt": "2026-10-12T14:05:05.167550+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 +5958,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:31.667264+00:00"
+      "updatedAt": "2026-10-12T14:05:04.775845+00:00"
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     "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 +5967,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:31.750727+00:00"
+      "updatedAt": "2026-10-12T14:05:04.856463+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 +5975,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:31.236845+00:00"
+      "updatedAt": "2026-10-12T14:05:04.371696+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": {
       "taskTypes": [
@@ -5984,7 +5984,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:31.351330+00:00"
+      "updatedAt": "2026-10-12T14:05:04.466673+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 +5992,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:31.201951+00:00"
+      "updatedAt": "2026-10-12T14:05:04.364203+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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@@ -6001,7 +6001,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:31.264523+00:00"
+      "updatedAt": "2026-10-12T14:05:04.474076+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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@@ -6009,7 +6009,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:33.072033+00:00"
+      "updatedAt": "2026-10-12T14:05:06.913584+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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@@ -6018,7 +6018,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:33.164260+00:00"
+      "updatedAt": "2026-10-12T14:05:06.986908+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": [
@@ -6026,7 +6026,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:00.643645+00:00"
+      "updatedAt": "2026-10-12T14:04:25.442297+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 +6034,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:00.751809+00:00"
+      "updatedAt": "2026-10-12T14:04:25.548867+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": [
@@ -6042,7 +6042,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:00.890524+00:00"
+      "updatedAt": "2026-10-12T14:04:25.617343+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 +6051,14 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:00.947945+00:00"
+      "updatedAt": "2026-10-12T14:04:25.654882+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": "2026-10-12T13:59:00.855744+00:00"
+      "updatedAt": "2026-10-12T14:04:25.583201+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 +6066,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:00.673307+00:00"
+      "updatedAt": "2026-10-12T14:04:25.475693+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 +6074,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:02.938520+00:00"
+      "updatedAt": "2026-10-12T14:04:28.466750+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 +6082,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:03.059751+00:00"
+      "updatedAt": "2026-10-12T14:04:28.553058+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 +6090,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:03.199276+00:00"
+      "updatedAt": "2026-10-12T14:04:28.638296+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 +6099,14 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:03.265008+00:00"
+      "updatedAt": "2026-10-12T14:04:28.719554+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": "2026-10-12T13:59:03.172297+00:00"
+      "updatedAt": "2026-10-12T14:04:28.605408+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 +6114,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T13:59:02.985327+00:00"
+      "updatedAt": "2026-10-12T14:04:28.504470+00:00"
     }
   },
   "taskTree": [
@@ -6797,6 +6797,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-12T13:56:58.277508+00:00",
+  "taskTreeUpdatedAt": "2026-10-12T14:01:57.974730+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index bcd99ba64f..360721ab7b 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "198d1bc4e708bf57dbea12f0747c8166c4513af973e86b16736cd9aab3ac0741",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "b7f22888ba57a72276533c075f72cf72c574437a56b8378e34951ad6539bcd01",
-    ".modelhub_state/official_capabilities.json": "146c6921a9068a4e77f43b5542e803d076215e31a70c0fe5ae09a39b8d3f1aac",
+    ".modelhub_state/market_intelligence.json": "0e6e173e8dd0ee7d56bb34ab6da4b574a29077588928be2ad8b0f26e55748860",
+    ".modelhub_state/official_capabilities.json": "b3af75ada4342476868c71b6cc31775fed398e1c57be6936fa5aeb49ce5fffbe",
     ".modelhub_state/outcome_checkpoint.json": "44d67d39f333e9af27dd521bbea253de64038578f46def2554fec687ad076ee5",
     ".modelhub_state/queue_cleanup_latest.json": "d3d652be13ecd058fe95330a842db9324afc6db47aa9abffe9ded380dd437c65",
     ".modelhub_state/recent_outcomes.jsonl": "80da7e34893c7f23d6e780c3c8969ebd88930069ae3a5e8b4e10bd4228996516",
@@ -17,9 +17,9 @@
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     "outcomes/submissions.jsonl": "b2221a0bb22c019e29b9abff9616de1f3364e5fac139b0a5e6e5913288e81d19"
   },
-  "generation": 24002,
+  "generation": 24003,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-12T13:59:41.536624+00:00",
+  "updatedAt": "2026-10-12T14:05:14.023683+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }