diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index f874ade42b..765b3de5a7 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 b5d5c83ea7..a18550f618 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
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@@ -5921,7 +5922,7 @@
         "text-to-image-generation",
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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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@@ -5929,7 +5930,7 @@
         "text-to-image-generation",
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@@ -5937,7 +5938,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-07T09:22:42.761571+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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@@ -5946,7 +5947,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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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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@@ -5954,14 +5955,14 @@
         "text-generation",
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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": "2026-10-07T09:22:42.466881+00:00"
+      "updatedAt": "2026-10-07T09:27:45.160519+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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@@ -5969,7 +5970,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T09:23:02.159717+00:00"
+      "updatedAt": "2026-10-07T09:28:01.168082+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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@@ -5978,7 +5979,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-07T09:23:02.064487+00:00"
+      "updatedAt": "2026-10-07T09:28:01.057453+00:00"
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     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|MetaX_c-500": {
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@@ -5986,7 +5987,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-07T09:23:01.962999+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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@@ -5994,7 +5995,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-07T09:23:02.450124+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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@@ -6003,7 +6004,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-07T09:23:02.398297+00:00"
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     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|MetaX_c-500": {
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@@ -6011,7 +6012,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-07T09:23:02.365154+00:00"
+      "updatedAt": "2026-10-07T09:28:01.420433+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|Cambricon_mlu-370-x8": {
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@@ -6019,7 +6020,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T09:23:02.260929+00:00"
+      "updatedAt": "2026-10-07T09:28:01.158031+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": {
       "taskTypes": [
@@ -6028,7 +6029,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T09:23:02.151649+00:00"
+      "updatedAt": "2026-10-07T09:28:01.067267+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|MetaX_c-500": {
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@@ -6036,7 +6037,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T09:23:02.067508+00:00"
+      "updatedAt": "2026-10-07T09:28:01.011627+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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@@ -6044,7 +6045,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T09:23:01.851068+00:00"
+      "updatedAt": "2026-10-07T09:28:00.767539+00:00"
     },
     "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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@@ -6053,7 +6054,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T09:23:01.763516+00:00"
+      "updatedAt": "2026-10-07T09:28:00.675928+00:00"
     },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|MetaX_c-500": {
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@@ -6061,7 +6062,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T09:23:01.650457+00:00"
+      "updatedAt": "2026-10-07T09:28:00.632631+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
@@ -6069,7 +6070,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T09:23:01.671313+00:00"
+      "updatedAt": "2026-10-07T09:28:00.655951+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6078,7 +6079,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T09:23:01.594970+00:00"
+      "updatedAt": "2026-10-07T09:28:00.596141+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|MetaX_c-500": {
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@@ -6086,7 +6087,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T09:23:01.557476+00:00"
+      "updatedAt": "2026-10-07T09:28:00.478255+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
@@ -6094,7 +6095,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T09:23:03.959081+00:00"
+      "updatedAt": "2026-10-07T09:28:02.366093+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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@@ -6103,7 +6104,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T09:23:03.872796+00:00"
+      "updatedAt": "2026-10-07T09:28:02.280752+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|MetaX_c-500": {
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@@ -6111,7 +6112,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-07T09:23:03.831443+00:00"
+      "updatedAt": "2026-10-07T09:28:02.220028+00:00"
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   "taskTree": [
@@ -6794,6 +6795,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-07T09:20:13.972257+00:00",
+  "taskTreeUpdatedAt": "2026-10-07T09:25:46.273202+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index a8e14b589a..ec01e94e38 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "a029c3b3747e9e03039c76bcd4ba6eb0011b7ae5111a784f82ed674d335d3da8",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "a3d8db2dea0b18532e53edd9ce27801c54f272627fbd759763850b2659a5452c",
-    ".modelhub_state/official_capabilities.json": "8df00e375a38b7f9e47480cc2d300200135e9f3afb289795eeec65ed8456c6f0",
+    ".modelhub_state/market_intelligence.json": "687254a4bcfdb61819b25a33841ca7631305772b624f4659ad7007829f0b4243",
+    ".modelhub_state/official_capabilities.json": "07824db40b4090da24f1af650f49e4211df12e8764f8d79809b7e051e9a6a7e7",
     ".modelhub_state/outcome_checkpoint.json": "14aafd75cd0b725b7338990c3d4f899f059d03f88d3b7852216715d71e646484",
     ".modelhub_state/queue_cleanup_latest.json": "7f569be3fbe746570a2cdb33f54784d130294aa154d93e9ad9102b01386bc4cf",
     ".modelhub_state/recent_outcomes.jsonl": "d5fbd67ab11ba282114e0a6e6e26d2b50a42a7a49656649d1663ca1840d97bc8",
@@ -17,9 +17,9 @@
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     "outcomes/submissions.jsonl": "f5e06b1ff32a634dfbdf77b5ba98d1575a2a0ba0f45615e131f66893481816cb"
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-  "generation": 21777,
+  "generation": 21778,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-07T09:23:31.999073+00:00",
+  "updatedAt": "2026-10-07T09:28:17.196639+00:00",
   "writerId": "33ed03361c5848e88b8ce6204fb4f7d2"
 }