diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index efb01752e5..de3e961ec3 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
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-  "generatedAt": "2026-10-12T18:47:38.965582+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 84986307fa..f7ba41b8f0 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-12T18:47:38.965582+00:00",
+  "catalogUpdatedAt": "2026-10-12T18:54:05.746420+00:00",
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@@ -56,7 +56,7 @@
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-  "generatedAt": "2026-10-12T18:51:41.855110+00:00",
+  "generatedAt": "2026-10-12T18:56:53.451729+00:00",
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@@ -156,7 +156,7 @@
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-      "updatedAt": "2026-10-12T18:51:17.565728+00:00"
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@@ -164,7 +164,7 @@
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@@ -172,7 +172,7 @@
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@@ -180,7 +180,7 @@
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@@ -189,7 +189,7 @@
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-      "updatedAt": "2026-10-12T18:51:18.703918+00:00"
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@@ -197,7 +197,7 @@
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|hygon_k100-ai": {
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@@ -205,7 +205,7 @@
         "text-to-image-generation",
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+      "updatedAt": "2026-10-12T18:56:26.260151+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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@@ -213,7 +213,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T18:51:18.053955+00:00"
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@@ -229,7 +229,7 @@
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-      "updatedAt": "2026-10-12T18:51:18.160211+00:00"
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@@ -278,7 +278,7 @@
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@@ -287,7 +287,7 @@
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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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@@ -409,7 +409,7 @@
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Iluvatar_mrv-100": {
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@@ -442,7 +442,7 @@
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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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     "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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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Iluvatar_mrv-100": {
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|MetaX_c-500": {
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@@ -491,7 +491,7 @@
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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/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|Ascend_910-b3": {
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|Ascend_910-b4": {
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|Cambricon_mlu-370-x8": {
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@@ -523,7 +523,7 @@
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@@ -5959,7 +5958,7 @@
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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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@@ -5967,7 +5966,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T18:51:24.098169+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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@@ -5975,7 +5974,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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@@ -5983,7 +5982,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T18:51:24.162553+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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@@ -5992,7 +5991,7 @@
         "text-to-image-generation",
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     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|MetaX_c-500": {
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@@ -6000,7 +5999,7 @@
         "text-generation",
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@@ -6008,7 +6007,7 @@
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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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@@ -6016,7 +6015,7 @@
         "text-to-image-generation",
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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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@@ -6025,7 +6024,7 @@
         "text-to-image-generation",
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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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@@ -6033,7 +6032,7 @@
         "text-generation",
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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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@@ -6041,7 +6040,7 @@
         "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|Iluvatar_mrv-100": {
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@@ -6050,7 +6049,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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+      "updatedAt": "2026-10-12T18:56:51.954915+00:00"
     },
     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|MetaX_c-500": {
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@@ -6058,7 +6057,7 @@
         "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|Cambricon_mlu-370-x8": {
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@@ -6066,7 +6065,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T18:51:40.187394+00:00"
+      "updatedAt": "2026-10-12T18:56:51.751262+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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@@ -6075,7 +6074,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T18:51:40.218282+00:00"
+      "updatedAt": "2026-10-12T18:56:51.859491+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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@@ -6083,7 +6082,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T18:51:40.142196+00:00"
+      "updatedAt": "2026-10-12T18:56:51.637194+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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@@ -6091,7 +6090,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T18:51:39.867300+00:00"
+      "updatedAt": "2026-10-12T18:56:51.264016+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": {
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@@ -6100,7 +6099,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T18:51:39.948696+00:00"
+      "updatedAt": "2026-10-12T18:56:51.351924+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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@@ -6108,7 +6107,7 @@
         "text-generation",
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-      "updatedAt": "2026-10-12T18:51:39.829459+00:00"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Cambricon_mlu-370-x8": {
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@@ -6116,7 +6115,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T18:51:39.759284+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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@@ -6125,7 +6124,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T18:51:39.815833+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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@@ -6133,7 +6132,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T18:51:39.723922+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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@@ -6141,7 +6140,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T18:51:07.659696+00:00"
+      "updatedAt": "2026-10-12T18:56:15.218514+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-b4": {
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@@ -6149,7 +6148,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T18:51:07.489666+00:00"
+      "updatedAt": "2026-10-12T18:56:15.159879+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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@@ -6157,7 +6156,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T18:51:07.695471+00:00"
+      "updatedAt": "2026-10-12T18:56:15.356093+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|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6166,7 +6165,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T18:51:07.750161+00:00"
+      "updatedAt": "2026-10-12T18:56:15.457588+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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@@ -6174,7 +6173,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T18:51:07.461313+00:00"
+      "updatedAt": "2026-10-12T18:56:14.987659+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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@@ -6182,7 +6181,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T18:51:07.567696+00:00"
+      "updatedAt": "2026-10-12T18:56:15.191647+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -6190,7 +6189,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T18:51:11.054203+00:00"
+      "updatedAt": "2026-10-12T18:56:17.932381+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-b4": {
       "taskTypes": [
@@ -6198,7 +6197,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T18:51:10.856986+00:00"
+      "updatedAt": "2026-10-12T18:56:17.857147+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": {
       "taskTypes": [
@@ -6206,7 +6205,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T18:51:11.150841+00:00"
+      "updatedAt": "2026-10-12T18:56:18.050509+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6215,7 +6214,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T18:51:11.251699+00:00"
+      "updatedAt": "2026-10-12T18:56:18.161407+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": {
       "taskTypes": [
@@ -6223,7 +6222,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T18:51:10.738975+00:00"
+      "updatedAt": "2026-10-12T18:56:17.826539+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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@@ -6231,7 +6230,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T18:51:10.963859+00:00"
+      "updatedAt": "2026-10-12T18:56:17.904753+00:00"
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   "taskTree": [
@@ -6914,6 +6913,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-12T18:47:38.965582+00:00",
+  "taskTreeUpdatedAt": "2026-10-12T18:54:05.746420+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 60a4b1bb75..3725cddaee 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "96df5f6be945790f2d3fc7cc5b268b1d7a15c214e1050747f362724ec0de94bd",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "467a74d678390971c0f7a5f056c853fcdcc74500d909a7d7befea4b0b671a341",
-    ".modelhub_state/official_capabilities.json": "767c35f56f1b4186f2e92518b9b810916f8e66f7b14df1c77ed73a43dbe2c38e",
+    ".modelhub_state/market_intelligence.json": "36fb903007bcdde9cae43ce1c5a755ac6587eaf1b328be1ec3c7512170c2d110",
+    ".modelhub_state/official_capabilities.json": "0aa6217f320ee5c165a0f52152fc77d2408c9add8177de220b492e2ed59ba5a2",
     ".modelhub_state/outcome_checkpoint.json": "ae1edcf4d58692b314ec452f18ca8810a77dd3bfa2e3befecbd8eb261c535417",
     ".modelhub_state/queue_cleanup_latest.json": "95f3103fe08fd89cb5ed4eeba0bf625b08319c715c71230fc197b1fb46ab931f",
     ".modelhub_state/recent_outcomes.jsonl": "142ff54405c6897a1fa1044cf20ce9dd0d95fbb7fed1e953d5ba10af9e40789e",
@@ -17,9 +17,9 @@
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     "outcomes/submissions.jsonl": "9c6f7cf9a877800982681e7fba86150b384b602323c0fb4ae5f88111fbf31553"
   },
-  "generation": 24059,
+  "generation": 24060,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-12T18:51:42.892660+00:00",
+  "updatedAt": "2026-10-12T18:56:54.881161+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }