diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 03770109b5..fe0c12a8ec 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -414,7 +414,7 @@
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-  "generatedAt": "2026-10-13T08:46:33.854899+00:00",
+  "generatedAt": "2026-10-13T08:52:11.169143+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index f3fde71273..20f59bc9d0 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-13T08:46:33.854899+00:00",
+  "catalogUpdatedAt": "2026-10-13T08:52:11.169143+00:00",
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@@ -56,7 +56,7 @@
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-  "generatedAt": "2026-10-13T08:49:47.194001+00:00",
+  "generatedAt": "2026-10-13T08:55:16.254108+00:00",
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@@ -156,7 +156,7 @@
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-      "updatedAt": "2026-10-13T08:49:19.381052+00:00"
+      "updatedAt": "2026-10-13T08:54:47.990719+00:00"
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@@ -164,13 +164,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T08:49:20.751520+00:00"
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-      "updatedAt": "2026-10-13T08:49:21.179864+00:00"
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@@ -178,13 +178,13 @@
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-      "updatedAt": "2026-10-13T08:49:21.349224+00:00"
+      "updatedAt": "2026-10-13T08:54:49.930744+00:00"
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@@ -192,7 +192,7 @@
         "text-generation",
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-      "updatedAt": "2026-10-13T08:49:20.856385+00:00"
+      "updatedAt": "2026-10-13T08:54:49.805030+00:00"
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@@ -200,7 +200,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T08:49:20.951671+00:00"
+      "updatedAt": "2026-10-13T08:54:49.846792+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Ascend_910-b3": {
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@@ -208,13 +208,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T08:49:20.052722+00:00"
+      "updatedAt": "2026-10-13T08:54:49.179905+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-13T08:49:20.356707+00:00"
+      "updatedAt": "2026-10-13T08:54:49.458854+00:00"
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@@ -222,13 +222,13 @@
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-      "updatedAt": "2026-10-13T08:49:20.454685+00:00"
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-      "updatedAt": "2026-10-13T08:49:20.559204+00:00"
+      "updatedAt": "2026-10-13T08:54:49.659613+00:00"
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@@ -236,7 +236,7 @@
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-      "updatedAt": "2026-10-13T08:49:20.153191+00:00"
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-      "updatedAt": "2026-10-13T08:49:01.954326+00:00"
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-      "updatedAt": "2026-10-13T08:49:02.064467+00:00"
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-      "updatedAt": "2026-10-13T08:49:01.968644+00:00"
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-      "updatedAt": "2026-10-13T08:49:04.286121+00:00"
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-      "updatedAt": "2026-10-13T08:49:04.387169+00:00"
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@@ -300,7 +292,7 @@
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-      "updatedAt": "2026-10-13T08:49:04.252857+00:00"
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-      "updatedAt": "2026-10-13T08:49:04.450398+00:00"
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-      "updatedAt": "2026-10-13T08:49:04.694139+00:00"
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-      "updatedAt": "2026-10-13T08:49:04.752590+00:00"
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-      "updatedAt": "2026-10-13T08:49:04.659625+00:00"
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     "https://modelscope.cn/models/Abiray/MiniCPM5-2B-GGUF|2026-09-08T05:27:18+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-13T08:49:02.354038+00:00"
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b3": {
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Biren_166m": {
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@@ -402,13 +394,13 @@
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-      "updatedAt": "2026-10-13T08:49:11.758877+00:00"
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-13T08:49:11.864595+00:00"
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|MetaX_c-500": {
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@@ -416,7 +408,7 @@
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-13T08:49:11.553974+00:00"
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Ascend_910-b3": {
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Biren_166m": {
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Cambricon_mlu-370-x8": {
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-13T08:49:26.485795+00:00"
+      "updatedAt": "2026-10-13T08:54:55.756920+00:00"
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|MetaX_c-500": {
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-13T08:49:26.347373+00:00"
+      "updatedAt": "2026-10-13T08:54:55.548783+00:00"
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Ascend_910-b3": {
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@@ -476,13 +468,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T08:49:26.042778+00:00"
+      "updatedAt": "2026-10-13T08:54:55.272552+00:00"
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-13T08:49:26.266520+00:00"
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Cambricon_mlu-370-x8": {
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-      "updatedAt": "2026-10-13T08:49:26.353860+00:00"
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Kunlunxin_p-800": {
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@@ -504,7 +496,7 @@
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@@ -5316,7 +5314,7 @@
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@@ -5324,7 +5322,7 @@
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@@ -5332,13 +5330,13 @@
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@@ -5346,13 +5344,13 @@
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@@ -5360,7 +5358,7 @@
         "text-generation",
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@@ -5368,13 +5366,13 @@
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@@ -5382,13 +5380,13 @@
         "text-to-image-generation",
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@@ -5396,13 +5394,13 @@
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     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Biren_166m": {
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         "text-generation"
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-      "updatedAt": "2026-10-13T08:49:46.255780+00:00"
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@@ -5410,13 +5408,13 @@
         "text-to-image-generation",
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     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-13T08:49:46.460649+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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@@ -5424,13 +5422,13 @@
         "text-generation",
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     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Biren_166m": {
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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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@@ -5438,13 +5436,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T08:49:46.149186+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|Kunlunxin_p-800": {
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         "text-generation"
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-      "updatedAt": "2026-10-13T08:49:46.248155+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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@@ -5452,13 +5450,13 @@
         "text-generation",
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     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Biren_166m": {
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         "text-generation"
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-      "updatedAt": "2026-10-13T08:49:45.547798+00:00"
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     "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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@@ -5466,13 +5464,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T08:49:45.592417+00:00"
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     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Kunlunxin_p-800": {
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       ],
-      "updatedAt": "2026-10-13T08:49:45.653764+00:00"
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     "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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@@ -5480,13 +5478,13 @@
         "text-generation",
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-      "updatedAt": "2026-10-13T08:49:45.442626+00:00"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Biren_166m": {
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         "text-generation"
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-      "updatedAt": "2026-10-13T08:49:45.347337+00:00"
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@@ -5494,13 +5492,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T08:49:45.380498+00:00"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-13T08:49:45.454426+00:00"
+      "updatedAt": "2026-10-13T08:55:14.159041+00:00"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|MetaX_c-500": {
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@@ -5508,7 +5506,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T08:49:45.242558+00:00"
+      "updatedAt": "2026-10-13T08:55:13.934455+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": {
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@@ -5516,13 +5514,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T08:49:08.956947+00:00"
+      "updatedAt": "2026-10-13T08:54:38.050309+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|Biren_166m": {
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         "text-generation"
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-      "updatedAt": "2026-10-13T08:49:09.253628+00:00"
+      "updatedAt": "2026-10-13T08:54:38.354959+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": {
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@@ -5530,13 +5528,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T08:49:09.369453+00:00"
+      "updatedAt": "2026-10-13T08:54:38.471402+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|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
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-      "updatedAt": "2026-10-13T08:49:09.471692+00:00"
+      "updatedAt": "2026-10-13T08:54:38.557054+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|MetaX_c-500": {
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@@ -5544,7 +5542,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T08:49:09.053704+00:00"
+      "updatedAt": "2026-10-13T08:54:38.154092+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|hygon_k100-ai": {
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@@ -5552,7 +5550,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T08:49:09.158616+00:00"
+      "updatedAt": "2026-10-13T08:54:38.247165+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b3": {
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@@ -5560,13 +5558,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T08:49:11.679083+00:00"
+      "updatedAt": "2026-10-13T08:54:41.047432+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T08:49:11.961076+00:00"
+      "updatedAt": "2026-10-13T08:54:41.376848+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Cambricon_mlu-370-x8": {
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@@ -5574,13 +5572,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T08:49:12.062634+00:00"
+      "updatedAt": "2026-10-13T08:54:41.457575+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Kunlunxin_p-800": {
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         "text-generation"
       ],
-      "updatedAt": "2026-10-13T08:49:12.155746+00:00"
+      "updatedAt": "2026-10-13T08:54:41.487353+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|MetaX_c-500": {
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@@ -5588,7 +5586,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T08:49:11.751846+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
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@@ -5596,7 +5594,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T08:49:11.854882+00:00"
+      "updatedAt": "2026-10-13T08:54:41.257272+00:00"
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   "taskTree": [
@@ -6279,6 +6277,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
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-  "taskTreeUpdatedAt": "2026-10-13T08:46:33.854899+00:00",
+  "taskTreeUpdatedAt": "2026-10-13T08:52:11.169143+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 2ac587f0ca..92cce0409f 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "8ad3e7427f6cf17269e9ad1280a1e6edfde595e21730e23d607c5091791b1370",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "6f6c1299b6986438012c7ff5a7df9f7645e7ceae1b1a448565041db222dee7a1",
-    ".modelhub_state/official_capabilities.json": "19788ec76f9dd144cb2965799010a7bc0cd1e8a364f741aa6dbe3d733b61717a",
+    ".modelhub_state/market_intelligence.json": "2a6fea6c21b680243862569caece732193034f4944c91288ec20f551ad58ebec",
+    ".modelhub_state/official_capabilities.json": "240463171c7bed2db755f816877c9134f3e30fb3294ba5e04bf9198c4e23712c",
     ".modelhub_state/outcome_checkpoint.json": "1eb98d127eca02b41be09323863d8d5c0102cb4926b3f3e7cd1da06f2a79fcca",
     ".modelhub_state/queue_cleanup_latest.json": "bc7e56c9d1a333f4bf796226c2496765a92f9d4ceb25f0ccd845d6f32075d0de",
     ".modelhub_state/recent_outcomes.jsonl": "d5f3321c7c835be11fc790c6b04936eee563f577da3818cfa5dc8aa7c8332239",
@@ -17,9 +17,9 @@
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     "outcomes/submissions.jsonl": "1e5540ed1cb8e2751931227cdd2b8e7fc63424345a8465ccd54478d294ff6fb7"
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-  "generation": 24232,
+  "generation": 24233,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-13T08:49:52.190527+00:00",
+  "updatedAt": "2026-10-13T08:55:16.941503+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }