diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 089e82e7db..d6f8ad1849 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
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-  "generatedAt": "2026-10-12T05:23:10.469647+00:00",
+  "generatedAt": "2026-10-12T05:27:13.757976+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index ed07301f57..7a5cc3242c 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-12T05:23:10.469647+00:00",
+  "catalogUpdatedAt": "2026-10-12T05:27:13.757976+00:00",
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@@ -56,7 +56,7 @@
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-  "generatedAt": "2026-10-12T05:25:57.588703+00:00",
+  "generatedAt": "2026-10-12T05:29:42.054174+00:00",
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@@ -155,7 +155,7 @@
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-      "updatedAt": "2026-10-12T05:25:27.365848+00:00"
+      "updatedAt": "2026-10-12T05:29:16.314814+00:00"
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@@ -163,7 +163,7 @@
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-      "updatedAt": "2026-10-12T05:25:28.550358+00:00"
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-      "updatedAt": "2026-10-12T05:25:28.454766+00:00"
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@@ -179,7 +179,7 @@
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-      "updatedAt": "2026-10-12T05:25:28.485681+00:00"
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-      "updatedAt": "2026-10-12T05:25:28.590199+00:00"
+      "updatedAt": "2026-10-12T05:29:17.551908+00:00"
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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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-      "updatedAt": "2026-10-12T05:25:28.652481+00:00"
+      "updatedAt": "2026-10-12T05:29:17.671103+00:00"
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@@ -211,7 +211,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T05:25:28.062973+00:00"
+      "updatedAt": "2026-10-12T05:29:16.553428+00:00"
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@@ -219,7 +219,7 @@
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-      "updatedAt": "2026-10-12T05:25:27.917678+00:00"
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@@ -227,7 +227,7 @@
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-      "updatedAt": "2026-10-12T05:25:28.299442+00:00"
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-      "updatedAt": "2026-10-12T05:25:28.167658+00:00"
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@@ -267,7 +267,7 @@
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@@ -275,7 +275,7 @@
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-      "updatedAt": "2026-10-12T05:25:12.691559+00:00"
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-      "updatedAt": "2026-10-12T05:25:12.656706+00:00"
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-      "updatedAt": "2026-10-12T05:25:12.968357+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-Flash-EXL3-Q4|2026-09-07T16:54:19+00:00|Iluvatar_mrv-100": {
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     "https://modelscope.cn/models/0xSero/GLM-5.3-Flash-EXL3-Q4|2026-09-07T16:54:19+00:00|hygon_k100-ai": {
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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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@@ -363,7 +363,7 @@
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-      "updatedAt": "2026-10-12T05:25:19.450253+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|Ascend_910-b4": {
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@@ -411,7 +411,7 @@
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-      "updatedAt": "2026-10-12T05:25:35.134912+00:00"
+      "updatedAt": "2026-10-12T05:29:22.337450+00:00"
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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-x4": {
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@@ -419,7 +419,7 @@
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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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     "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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@@ -443,7 +443,7 @@
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+      "updatedAt": "2026-10-12T05:29:22.654209+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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@@ -451,7 +451,7 @@
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@@ -459,7 +459,7 @@
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Cambricon_mlu-370-x4": {
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@@ -467,7 +467,7 @@
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+      "updatedAt": "2026-10-12T05:29:22.765670+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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@@ -476,14 +476,14 @@
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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": "2026-10-12T05:29:22.572332+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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@@ -491,7 +491,7 @@
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-      "updatedAt": "2026-10-12T05:25:35.463274+00:00"
+      "updatedAt": "2026-10-12T05:29:22.662756+00:00"
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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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@@ -499,7 +499,7 @@
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+      "updatedAt": "2026-10-12T05:29:06.860570+00:00"
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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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@@ -507,7 +507,7 @@
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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-x4": {
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         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T05:25:36.349227+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 +5916,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T05:25:36.389758+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-x4": {
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@@ -5924,7 +5924,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T05:25:54.996380+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": "2026-10-12T05:25:54.960166+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-x4": {
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@@ -5941,7 +5941,7 @@
         "text-to-image-generation",
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       ],
-      "updatedAt": "2026-10-12T05:25:55.350392+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": "2026-10-12T05:25:55.257351+00:00"
+      "updatedAt": "2026-10-12T05:29:39.813295+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-x4": {
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@@ -5958,7 +5958,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T05:25:55.098725+00:00"
+      "updatedAt": "2026-10-12T05:29:39.652681+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": "2026-10-12T05:25:55.058519+00:00"
+      "updatedAt": "2026-10-12T05:29:39.603695+00:00"
     },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -5975,7 +5975,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T05:25:54.766424+00:00"
+      "updatedAt": "2026-10-12T05:29:39.376462+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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@@ -5984,7 +5984,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T05:25:54.723003+00:00"
+      "updatedAt": "2026-10-12T05:29:39.338636+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-x4": {
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@@ -5992,7 +5992,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T05:25:54.733736+00:00"
+      "updatedAt": "2026-10-12T05:29:39.368751+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"
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-      "updatedAt": "2026-10-12T05:25:54.700391+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-x4": {
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@@ -6009,7 +6009,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T05:25:56.371173+00:00"
+      "updatedAt": "2026-10-12T05:29:40.554171+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": "2026-10-12T05:25:56.338000+00:00"
+      "updatedAt": "2026-10-12T05:29:40.515443+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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@@ -6026,7 +6026,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T05:25:17.052297+00:00"
+      "updatedAt": "2026-10-12T05:29:08.458159+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": {
       "taskTypes": [
@@ -6034,7 +6034,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T05:25:16.939623+00:00"
+      "updatedAt": "2026-10-12T05:29:08.304460+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-x4": {
       "taskTypes": [
@@ -6042,7 +6042,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T05:25:17.360255+00:00"
+      "updatedAt": "2026-10-12T05:29:08.662521+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": "2026-10-12T05:25:16.988330+00:00"
+      "updatedAt": "2026-10-12T05:29:08.354088+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": "2026-10-12T05:25:17.151601+00:00"
+      "updatedAt": "2026-10-12T05:29:08.496619+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": "2026-10-12T05:25:17.258953+00:00"
+      "updatedAt": "2026-10-12T05:29:08.564491+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": "2026-10-12T05:25:19.901201+00:00"
+      "updatedAt": "2026-10-12T05:29:10.849484+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": "2026-10-12T05:25:19.777380+00:00"
+      "updatedAt": "2026-10-12T05:29:10.711215+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -6090,7 +6090,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T05:25:20.020441+00:00"
+      "updatedAt": "2026-10-12T05:29:11.028598+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": "2026-10-12T05:25:19.864773+00:00"
+      "updatedAt": "2026-10-12T05:29:10.754456+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": "2026-10-12T05:25:19.955318+00:00"
+      "updatedAt": "2026-10-12T05:29:10.956731+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": "2026-10-12T05:25:19.983728+00:00"
+      "updatedAt": "2026-10-12T05:29:10.986229+00:00"
     }
   },
   "taskTree": [
@@ -6797,6 +6797,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-12T05:23:10.469647+00:00",
+  "taskTreeUpdatedAt": "2026-10-12T05:27:13.757976+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 15f52ff42d..e3a97ce30a 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "9e2a02ed81a89c7d33fc31efc08092fc9a58ef2ca194ff651dafbe696ccbddcf",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "d37ad432b81cb2f77c6358f87c48afb5c179d80d4b74860871a904bcd175a0d3",
-    ".modelhub_state/official_capabilities.json": "df8971b58fdb659e6d0464da58aec4d0ac058c810b8a9fe429e15b52166ee87e",
+    ".modelhub_state/market_intelligence.json": "773f6cdc75ac258428f66e47faadab7b088277253c27a783c303814f0147bf71",
+    ".modelhub_state/official_capabilities.json": "f4fa7b7ea8c33c42466c7b5fb5415b35ea870fe04a8619e07aa73c7f6b2e6cb0",
     ".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": "b2abb876bd87c200b163ce7ab17de04c26ed5a0f77ad26391bba114036ef5d7b"
   },
-  "generation": 23879,
+  "generation": 23880,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-12T05:27:10.676393+00:00",
+  "updatedAt": "2026-10-12T05:29:43.066496+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }