diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 22257cb49c..07b0b2344b 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -414,7 +414,7 @@
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-  "generatedAt": "2026-10-13T04:40:14.351296+00:00",
+  "generatedAt": "2026-10-13T04:47:11.964989+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 708457debc..065fb13f53 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-13T04:40:14.351296+00:00",
+  "catalogUpdatedAt": "2026-10-13T04:47:11.964989+00:00",
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@@ -56,7 +56,7 @@
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-  "generatedAt": "2026-10-13T04:44:15.160273+00:00",
+  "generatedAt": "2026-10-13T04:51:23.989001+00:00",
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@@ -155,7 +155,7 @@
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-      "updatedAt": "2026-10-13T04:43:41.526699+00:00"
+      "updatedAt": "2026-10-13T04:50:36.874744+00:00"
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@@ -163,19 +163,19 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T04:43:43.067462+00:00"
+      "updatedAt": "2026-10-13T04:50:38.044932+00:00"
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         "text-generation"
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-      "updatedAt": "2026-10-13T04:43:43.355142+00:00"
+      "updatedAt": "2026-10-13T04:50:38.363710+00:00"
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-      "updatedAt": "2026-10-13T04:43:43.457223+00:00"
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@@ -183,14 +183,14 @@
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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T04:43:43.490123+00:00"
+      "updatedAt": "2026-10-13T04:50:38.554290+00:00"
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@@ -198,7 +198,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T04:43:43.149219+00:00"
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@@ -206,19 +206,19 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T04:43:42.139336+00:00"
+      "updatedAt": "2026-10-13T04:50:37.849090+00:00"
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-      "updatedAt": "2026-10-13T04:43:42.355845+00:00"
+      "updatedAt": "2026-10-13T04:50:38.055282+00:00"
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-      "updatedAt": "2026-10-13T04:43:42.454969+00:00"
+      "updatedAt": "2026-10-13T04:50:38.159558+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|MetaX_c-500": {
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@@ -226,14 +226,14 @@
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-      "updatedAt": "2026-10-13T04:43:42.253704+00:00"
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-      "updatedAt": "2026-10-13T04:43:42.559778+00:00"
+      "updatedAt": "2026-10-13T04:50:38.254837+00:00"
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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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@@ -241,7 +241,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T04:43:42.172959+00:00"
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-      "updatedAt": "2026-10-13T04:43:22.983637+00:00"
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-      "updatedAt": "2026-10-13T04:43:23.249305+00:00"
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-      "updatedAt": "2026-10-13T04:43:23.355941+00:00"
+      "updatedAt": "2026-10-13T04:50:18.551261+00:00"
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@@ -269,14 +269,14 @@
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-      "updatedAt": "2026-10-13T04:43:23.451588+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-533B-EXL3-3.0bpw|2026-09-08T12:48:53+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-13T04:43:23.050150+00:00"
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-      "updatedAt": "2026-10-13T04:43:21.967697+00:00"
+      "updatedAt": "2026-10-13T04:50:17.661335+00:00"
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-      "updatedAt": "2026-10-13T04:43:24.587277+00:00"
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-      "updatedAt": "2026-10-13T04:43:24.854389+00:00"
+      "updatedAt": "2026-10-13T04:50:20.063329+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-661B-EXL3-3.0bpw|2026-09-08T12:48:22+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-13T04:43:24.965617+00:00"
+      "updatedAt": "2026-10-13T04:50:20.160764+00:00"
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-      "updatedAt": "2026-10-13T04:43:24.993449+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-661B-EXL3-3.0bpw|2026-09-08T12:48:22+00:00|hygon_k100-ai": {
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@@ -334,7 +334,7 @@
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     "https://modelscope.cn/models/0xSero/GLM-5.3-Flash-EXL3-3.0bpw|2026-09-07T16:57:44+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-13T04:43:26.855318+00:00"
+      "updatedAt": "2026-10-13T04:50:22.779759+00:00"
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-      "updatedAt": "2026-10-13T04:43:26.883550+00:00"
+      "updatedAt": "2026-10-13T04:50:22.877901+00:00"
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@@ -362,14 +362,14 @@
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+      "updatedAt": "2026-10-13T04:50:22.749681+00:00"
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-      "updatedAt": "2026-10-13T04:43:26.950312+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|hygon_k100-ai": {
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@@ -377,7 +377,7 @@
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-      "updatedAt": "2026-10-13T04:43:26.675926+00:00"
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@@ -385,19 +385,19 @@
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+      "updatedAt": "2026-10-13T04:50:22.748364+00:00"
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-      "updatedAt": "2026-10-13T04:43:27.450922+00:00"
+      "updatedAt": "2026-10-13T04:50:22.950967+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-Flash-EXL3-Q4|2026-09-07T16:54:19+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-13T04:43:27.557058+00:00"
+      "updatedAt": "2026-10-13T04:50:23.049543+00:00"
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@@ -405,14 +405,14 @@
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+      "updatedAt": "2026-10-13T04:50:23.083330+00:00"
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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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@@ -420,26 +420,32 @@
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-      "updatedAt": "2026-10-13T04:43:27.253769+00:00"
+      "updatedAt": "2026-10-13T04:50:22.787962+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/GLM-5.3-REAP-massmax192-EXL3-3.0bpw|2026-09-08T13:24:02+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-13T04:50:17.764231+00:00"
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-      "updatedAt": "2026-10-13T04:43:21.961210+00:00"
+      "updatedAt": "2026-10-13T04:50:17.961804+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": "2026-10-13T04:43:24.667640+00:00"
+      "updatedAt": "2026-10-13T04:50:20.174737+00:00"
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     "https://modelscope.cn/models/Abiray/MiniCPM5-2B-GGUF|2026-09-08T05:27:18+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-13T04:43:24.774407+00:00"
+      "updatedAt": "2026-10-13T04:50:20.259225+00:00"
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     "https://modelscope.cn/models/Abiray/MiniCPM5-2B-GGUF|2026-09-08T05:27:18+00:00|MetaX_c-500": {
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@@ -447,7 +453,7 @@
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+      "updatedAt": "2026-10-13T04:50:20.074485+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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@@ -455,19 +461,19 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T04:43:34.453831+00:00"
+      "updatedAt": "2026-10-13T04:50:30.147778+00:00"
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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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         "text-generation"
       ],
-      "updatedAt": "2026-10-13T04:43:34.581121+00:00"
+      "updatedAt": "2026-10-13T04:50:30.558212+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": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T04:43:34.649307+00:00"
+      "updatedAt": "2026-10-13T04:50:30.662362+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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@@ -475,14 +481,14 @@
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-      "updatedAt": "2026-10-13T04:43:34.549580+00:00"
+      "updatedAt": "2026-10-13T04:50:30.453977+00:00"
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Mthreads_s4000": {
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T04:43:34.766674+00:00"
+      "updatedAt": "2026-10-13T04:50:30.767895+00:00"
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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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@@ -490,7 +496,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T04:43:34.484807+00:00"
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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"
       ],
-      "updatedAt": "2026-10-13T04:44:13.458602+00:00"
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     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T04:44:13.557764+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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@@ -5331,19 +5330,19 @@
         "text-generation",
         "visual-multi-modal"
       ],
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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": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T04:44:13.465419+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": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T04:44:13.551069+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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@@ -5351,19 +5350,19 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T04:44:13.414530+00:00"
+      "updatedAt": "2026-10-13T04:51:22.157833+00:00"
     },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T04:44:12.858169+00:00"
+      "updatedAt": "2026-10-13T04:51:21.056379+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": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T04:44:12.957014+00:00"
+      "updatedAt": "2026-10-13T04:51:21.366795+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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@@ -5371,19 +5370,19 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T04:44:12.810426+00:00"
+      "updatedAt": "2026-10-13T04:51:20.952830+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T04:44:12.465510+00:00"
+      "updatedAt": "2026-10-13T04:51:21.359565+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T04:44:12.559465+00:00"
+      "updatedAt": "2026-10-13T04:51:21.465948+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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@@ -5391,7 +5390,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T04:44:12.424402+00:00"
+      "updatedAt": "2026-10-13T04:51:20.946327+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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@@ -5399,19 +5398,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T04:43:31.525077+00:00"
+      "updatedAt": "2026-10-13T04:50:27.416195+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T04:43:31.748109+00:00"
+      "updatedAt": "2026-10-13T04:50:27.663169+00:00"
     },
     "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"
       ],
-      "updatedAt": "2026-10-13T04:43:31.849251+00:00"
+      "updatedAt": "2026-10-13T04:50:27.761760+00:00"
     },
     "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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@@ -5419,14 +5418,14 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T04:43:31.653019+00:00"
+      "updatedAt": "2026-10-13T04:50:27.556996+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": "2026-10-13T04:43:31.948611+00:00"
+      "updatedAt": "2026-10-13T04:50:27.857750+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": {
       "taskTypes": [
@@ -5434,7 +5433,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T04:43:31.563442+00:00"
+      "updatedAt": "2026-10-13T04:50:27.447857+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -5442,19 +5441,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T04:43:35.001995+00:00"
+      "updatedAt": "2026-10-13T04:50:30.392711+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T04:43:35.150724+00:00"
+      "updatedAt": "2026-10-13T04:50:30.655987+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T04:43:35.177465+00:00"
+      "updatedAt": "2026-10-13T04:50:30.761197+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5462,14 +5461,14 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T04:43:35.079261+00:00"
+      "updatedAt": "2026-10-13T04:50:30.551874+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": "2026-10-13T04:43:35.203803+00:00"
+      "updatedAt": "2026-10-13T04:50:30.890336+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -5477,7 +5476,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T04:43:35.050216+00:00"
+      "updatedAt": "2026-10-13T04:50:30.460633+00:00"
     }
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   "taskTree": [
@@ -6160,6 +6159,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-13T04:40:14.351296+00:00",
+  "taskTreeUpdatedAt": "2026-10-13T04:47:11.964989+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index ded9aee9af..c404009cef 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "9181181a3551586bba158c22f26bc05fe5ecf134f4bec2642ff16fbc581b5f96",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "4a03f220ac34272d9c906075110d38b880ae58f722e1595e045695221bbf7480",
-    ".modelhub_state/official_capabilities.json": "c0c56cac735aeff9e7a07d4edebdde1b1e7e509eb29fc78a96f54ed7e704f678",
+    ".modelhub_state/market_intelligence.json": "c5203fa4ade2af5e4a47410be7c266451fdd00863b2bbeec5db06ba6440f2314",
+    ".modelhub_state/official_capabilities.json": "59c323b4fd7a92add16e07069db842f8d4e0d9fe873a0ca896668602e46f6e46",
     ".modelhub_state/outcome_checkpoint.json": "1eb98d127eca02b41be09323863d8d5c0102cb4926b3f3e7cd1da06f2a79fcca",
     ".modelhub_state/queue_cleanup_latest.json": "bc7e56c9d1a333f4bf796226c2496765a92f9d4ceb25f0ccd845d6f32075d0de",
     ".modelhub_state/recent_outcomes.jsonl": "d5f3321c7c835be11fc790c6b04936eee563f577da3818cfa5dc8aa7c8332239",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "83fc184c6885ccf47b3ad33011405df85021dd6ac8752c184ab58052dfe08bd7",
     "outcomes/submissions.jsonl": "c5d5b068592355f7ba007d91b7f1bb281ff151a522ff03f6450a67c50176e95f"
   },
-  "generation": 24192,
+  "generation": 24193,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-13T04:44:21.999843+00:00",
+  "updatedAt": "2026-10-13T04:51:25.467047+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }