diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index d5dbe1d648..222c09335a 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
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-  "generatedAt": "2026-10-12T19:29:23.171298+00:00",
+  "generatedAt": "2026-10-12T19:33:46.158240+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 2074eb51d1..143488c03f 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-12T19:29:23.171298+00:00",
+  "catalogUpdatedAt": "2026-10-12T19:33:46.158240+00:00",
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@@ -56,7 +56,7 @@
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-  "generatedAt": "2026-10-12T19:31:54.364559+00:00",
+  "generatedAt": "2026-10-12T19:36:53.153410+00:00",
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@@ -156,7 +156,7 @@
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-      "updatedAt": "2026-10-12T19:31:30.737152+00:00"
+      "updatedAt": "2026-10-12T19:36:17.260984+00:00"
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@@ -164,7 +164,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T19:31:32.050143+00:00"
+      "updatedAt": "2026-10-12T19:36:19.466543+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|Ascend_910-b4": {
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@@ -172,7 +172,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T19:31:31.702612+00:00"
+      "updatedAt": "2026-10-12T19:36:19.051984+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|Cambricon_mlu-370-x8": {
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@@ -180,7 +180,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T19:31:32.096585+00:00"
+      "updatedAt": "2026-10-12T19:36:19.567553+00:00"
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@@ -189,7 +189,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T19:31:31.954546+00:00"
+      "updatedAt": "2026-10-12T19:36:19.364840+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|MetaX_c-500": {
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@@ -197,7 +197,7 @@
         "text-generation",
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+      "updatedAt": "2026-10-12T19:36:19.156449+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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@@ -205,7 +205,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T19:31:31.854550+00:00"
+      "updatedAt": "2026-10-12T19:36:19.265777+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",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T19:31:31.463680+00:00"
+      "updatedAt": "2026-10-12T19:36:18.763443+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-b4": {
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@@ -221,7 +221,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T19:31:31.265995+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Cambricon_mlu-370-x8": {
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@@ -229,7 +229,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T19:31:31.505390+00:00"
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@@ -238,7 +238,7 @@
         "text-to-image-generation",
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@@ -246,7 +246,7 @@
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|hygon_k100-ai": {
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@@ -262,7 +262,7 @@
         "text-to-image-generation",
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@@ -270,7 +270,7 @@
         "text-to-image-generation",
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@@ -278,7 +278,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T19:31:19.589005+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-Flash-EXL3-3.0bpw|2026-09-07T16:57:44+00:00|Iluvatar_mrv-100": {
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@@ -287,7 +287,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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@@ -303,7 +303,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T19:31:19.356562+00:00"
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@@ -311,7 +311,7 @@
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@@ -319,7 +319,7 @@
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@@ -327,7 +327,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T19:31:20.121451+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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@@ -336,7 +336,7 @@
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@@ -344,7 +344,7 @@
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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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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b4": {
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@@ -385,7 +385,7 @@
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@@ -393,7 +393,7 @@
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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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     "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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@@ -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|Ascend_910-b4": {
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@@ -417,7 +417,7 @@
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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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@@ -425,7 +425,7 @@
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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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@@ -434,7 +434,7 @@
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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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@@ -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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@@ -450,7 +450,7 @@
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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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@@ -458,7 +458,7 @@
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Ascend_910-b4": {
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@@ -466,7 +466,7 @@
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Cambricon_mlu-370-x8": {
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@@ -474,7 +474,7 @@
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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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     "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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@@ -499,7 +499,7 @@
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-      "updatedAt": "2026-10-12T19:31:36.698406+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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@@ -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|Ascend_910-b4": {
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@@ -515,7 +515,7 @@
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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-x8": {
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@@ -523,7 +523,7 @@
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@@ -5966,7 +5966,7 @@
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@@ -5974,7 +5974,7 @@
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@@ -5982,7 +5982,7 @@
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@@ -5991,7 +5991,7 @@
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         "text-to-image-generation",
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         "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|MetaX_c-500": {
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@@ -6057,7 +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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@@ -6065,7 +6065,7 @@
         "text-to-image-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|Iluvatar_mrv-100": {
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@@ -6074,7 +6074,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T19:31:53.157724+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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@@ -6082,7 +6082,7 @@
         "text-generation",
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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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@@ -6090,7 +6090,7 @@
         "text-to-image-generation",
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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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@@ -6099,7 +6099,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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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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         "text-generation",
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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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         "text-to-image-generation",
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         "text-to-image-generation",
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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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@@ -6132,7 +6132,7 @@
         "text-generation",
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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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@@ -6140,7 +6140,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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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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@@ -6148,7 +6148,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T19:31:23.383317+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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@@ -6156,7 +6156,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T19:31:23.853650+00:00"
+      "updatedAt": "2026-10-12T19:36:03.363720+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": {
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@@ -6165,7 +6165,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T19:31:23.661801+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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@@ -6173,7 +6173,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T19:31:23.460438+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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@@ -6181,7 +6181,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T19:31:23.553589+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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@@ -6189,7 +6189,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T19:31:25.951391+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": {
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@@ -6197,7 +6197,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T19:31:25.742227+00:00"
+      "updatedAt": "2026-10-12T19:36:07.149468+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": [
@@ -6205,7 +6205,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T19:31:25.998680+00:00"
+      "updatedAt": "2026-10-12T19:36:07.654058+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": [
@@ -6214,7 +6214,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T19:31:25.867262+00:00"
+      "updatedAt": "2026-10-12T19:36:07.456111+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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@@ -6222,7 +6222,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T19:31:25.774668+00:00"
+      "updatedAt": "2026-10-12T19:36:07.256458+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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@@ -6230,7 +6230,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T19:31:25.833854+00:00"
+      "updatedAt": "2026-10-12T19:36:07.375496+00:00"
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   "taskTree": [
@@ -6913,6 +6913,6 @@
       "updateTime": "2025-12-22 08:59:53"
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-  "taskTreeUpdatedAt": "2026-10-12T19:29:23.171298+00:00",
+  "taskTreeUpdatedAt": "2026-10-12T19:33:46.158240+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 9c41162e77..79aa7ee01f 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "d375acdd92dae99e80c2682afdc67b53ea4c461c671d200db3afec0d34792afa",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "6a516e2414dad958e8c5d2e29ec34e75670d32213de09e88b4c76b3046174a79",
-    ".modelhub_state/official_capabilities.json": "22f004e223eb51f99862abec92f789ff76be4a2162a50a7b5f1edc3cab98ffad",
+    ".modelhub_state/market_intelligence.json": "2a8eb76917d977464162ec94292a979444c73e4bdc3c3f492123bc35f445f8d7",
+    ".modelhub_state/official_capabilities.json": "a6473ce69b2fcd0b823c2062ad8ec1efb0165363f76fb226a23fde7ad0f7c09a",
     ".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": "e75300ce53d2338fe6403bf15b5b0a4b26e4ffc9966dc763577cabb529b65a2e"
   },
-  "generation": 24067,
+  "generation": 24068,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-12T19:32:00.045902+00:00",
+  "updatedAt": "2026-10-12T19:36:54.407919+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }