diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 6c660ce12a..0a92b52b0a 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-10-13T15:23:10.655897+00:00",
+  "communityAttemptedAt": "2026-10-13T15:38:12.365866+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-10-13T15:23:10.655897+00:00",
+  "communityUpdatedAt": "2026-10-13T15:38:12.365866+00:00",
   "frameworkAttemptedAt": "2026-10-13T12:32:07.366791+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -443,7 +443,7 @@
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-13T15:33:24.468136+00:00",
+  "generatedAt": "2026-10-13T15:38:12.365866+00:00",
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       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 521da209da..7d829c1aa6 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-13T15:33:24.468136+00:00",
+  "catalogUpdatedAt": "2026-10-13T15:38:12.365866+00:00",
   "configuredTaskTypes": [
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-10-13T15:36:18.453144+00:00",
+  "generatedAt": "2026-10-13T15:40:57.755107+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -156,7 +156,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T15:35:52.956926+00:00"
+      "updatedAt": "2026-10-13T15:40:32.540168+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-b3": {
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@@ -164,7 +164,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T15:35:54.391017+00:00"
+      "updatedAt": "2026-10-13T15:40:33.643814+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",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T15:35:54.560174+00:00"
+      "updatedAt": "2026-10-13T15:40:33.858607+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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@@ -180,13 +180,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T15:35:54.669870+00:00"
+      "updatedAt": "2026-10-13T15:40:33.895795+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
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-      "updatedAt": "2026-10-13T15:35:54.862758+00:00"
+      "updatedAt": "2026-10-13T15:40:34.056872+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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@@ -194,7 +194,7 @@
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-      "updatedAt": "2026-10-13T15:35:54.771775+00:00"
+      "updatedAt": "2026-10-13T15:40:33.953463+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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@@ -202,7 +202,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T15:35:54.468371+00:00"
+      "updatedAt": "2026-10-13T15:40:33.752863+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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@@ -210,7 +210,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T15:35:53.737235+00:00"
+      "updatedAt": "2026-10-13T15:40:33.126850+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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@@ -218,7 +218,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T15:35:53.850228+00:00"
+      "updatedAt": "2026-10-13T15:40:33.252012+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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@@ -226,13 +226,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T15:35:53.950927+00:00"
+      "updatedAt": "2026-10-13T15:40:33.352881+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Kunlunxin_p-800": {
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         "text-generation"
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-      "updatedAt": "2026-10-13T15:35:54.162558+00:00"
+      "updatedAt": "2026-10-13T15:40:33.456158+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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@@ -240,7 +240,7 @@
         "text-generation",
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-      "updatedAt": "2026-10-13T15:35:54.055192+00:00"
+      "updatedAt": "2026-10-13T15:40:33.381953+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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@@ -248,7 +248,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T15:35:53.774102+00:00"
+      "updatedAt": "2026-10-13T15:40:33.159811+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-500B-EXL3-3.0bpw|2026-09-08T14:17:40+00:00|Ascend_910-b3": {
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@@ -256,7 +256,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T15:35:35.351696+00:00"
+      "updatedAt": "2026-10-13T15:40:14.285471+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-500B-EXL3-3.0bpw|2026-09-08T14:17:40+00:00|Ascend_910-b4": {
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@@ -264,7 +264,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T15:35:35.565014+00:00"
+      "updatedAt": "2026-10-13T15:40:14.466298+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-500B-EXL3-3.0bpw|2026-09-08T14:17:40+00:00|Cambricon_mlu-370-x8": {
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@@ -272,13 +272,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T15:35:35.652293+00:00"
+      "updatedAt": "2026-10-13T15:40:14.569290+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-500B-EXL3-3.0bpw|2026-09-08T14:17:40+00:00|Kunlunxin_p-800": {
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         "text-generation"
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-      "updatedAt": "2026-10-13T15:35:35.860145+00:00"
+      "updatedAt": "2026-10-13T15:40:14.761690+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-500B-EXL3-3.0bpw|2026-09-08T14:17:40+00:00|MetaX_c-500": {
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@@ -286,7 +286,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T15:35:35.764411+00:00"
+      "updatedAt": "2026-10-13T15:40:14.652326+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-500B-EXL3-3.0bpw|2026-09-08T14:17:40+00:00|hygon_k100-ai": {
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@@ -294,7 +294,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T15:35:35.451620+00:00"
+      "updatedAt": "2026-10-13T15:40:14.362585+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|Ascend_910-b3": {
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@@ -302,7 +302,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T15:35:37.497666+00:00"
+      "updatedAt": "2026-10-13T15:40:16.745672+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|Ascend_910-b4": {
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@@ -310,7 +310,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T15:35:37.650879+00:00"
+      "updatedAt": "2026-10-13T15:40:16.859534+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|Cambricon_mlu-370-x8": {
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@@ -318,13 +318,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T15:35:37.762446+00:00"
+      "updatedAt": "2026-10-13T15:40:16.913323+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|Kunlunxin_p-800": {
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         "text-generation"
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-      "updatedAt": "2026-10-13T15:35:37.971571+00:00"
+      "updatedAt": "2026-10-13T15:40:17.077965+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|MetaX_c-500": {
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@@ -332,7 +332,7 @@
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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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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-13T15:35:35.259130+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-569B-EXL3-3.0bpw|2026-09-08T14:21:17+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-13T15:35:35.460107+00:00"
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@@ -362,7 +354,7 @@
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     "https://modelscope.cn/models/0xSero/GLM-5.3-615B-EXL3-3.0bpw|2026-09-08T13:42:07+00:00|Ascend_910-b3": {
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@@ -370,7 +362,7 @@
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@@ -378,7 +370,7 @@
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@@ -386,13 +378,13 @@
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-      "updatedAt": "2026-10-13T15:35:37.769093+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-615B-EXL3-3.0bpw|2026-09-08T13:42:07+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-13T15:35:37.964691+00:00"
+      "updatedAt": "2026-10-13T15:40:17.174338+00:00"
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-      "updatedAt": "2026-10-13T15:35:37.869375+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-615B-EXL3-3.0bpw|2026-09-08T13:42:07+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-13T15:35:37.566717+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|Ascend_910-b3": {
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@@ -416,7 +408,7 @@
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-      "updatedAt": "2026-10-13T15:35:37.497951+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|Ascend_910-b4": {
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-      "updatedAt": "2026-10-13T15:35:37.664880+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|Cambricon_mlu-370-x8": {
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@@ -432,13 +424,13 @@
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-      "updatedAt": "2026-10-13T15:35:37.701260+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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         "text-generation"
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-      "updatedAt": "2026-10-13T15:35:37.850962+00:00"
+      "updatedAt": "2026-10-13T15:40:17.063556+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|MetaX_c-500": {
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-      "updatedAt": "2026-10-13T15:35:37.756311+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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@@ -454,7 +446,7 @@
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-      "updatedAt": "2026-10-13T15:35:37.573330+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|Ascend_910-b3": {
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@@ -462,7 +454,7 @@
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-      "updatedAt": "2026-10-13T15:35:40.163830+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|Ascend_910-b4": {
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@@ -470,7 +462,7 @@
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-      "updatedAt": "2026-10-13T15:35:40.378262+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|Cambricon_mlu-370-x8": {
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@@ -478,13 +470,13 @@
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-      "updatedAt": "2026-10-13T15:35:40.461038+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|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-13T15:35:40.655439+00:00"
+      "updatedAt": "2026-10-13T15:40:19.757314+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|MetaX_c-500": {
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@@ -492,7 +484,7 @@
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       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T15:36:17.879699+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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@@ -5744,7 +5744,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T15:36:17.851549+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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@@ -5752,13 +5752,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T15:36:17.406116+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": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T15:36:17.556906+00:00"
+      "updatedAt": "2026-10-13T15:40:57.060209+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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@@ -5766,7 +5766,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T15:36:17.459012+00:00"
+      "updatedAt": "2026-10-13T15:40:56.989431+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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@@ -5774,7 +5774,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T15:35:45.093422+00:00"
+      "updatedAt": "2026-10-13T15:40:23.394732+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": [
@@ -5782,7 +5782,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T15:35:45.166136+00:00"
+      "updatedAt": "2026-10-13T15:40:23.484147+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": {
       "taskTypes": [
@@ -5790,13 +5790,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T15:35:45.255462+00:00"
+      "updatedAt": "2026-10-13T15:40:23.557912+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": "2026-10-13T15:35:45.460015+00:00"
+      "updatedAt": "2026-10-13T15:40:23.757223+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": {
       "taskTypes": [
@@ -5804,7 +5804,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T15:35:45.350122+00:00"
+      "updatedAt": "2026-10-13T15:40:23.657913+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": [
@@ -5812,7 +5812,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T15:35:45.132874+00:00"
+      "updatedAt": "2026-10-13T15:40:23.455237+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -5820,7 +5820,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T15:35:47.550476+00:00"
+      "updatedAt": "2026-10-13T15:40:26.102239+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": [
@@ -5828,7 +5828,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T15:35:47.672292+00:00"
+      "updatedAt": "2026-10-13T15:40:26.264169+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": [
@@ -5836,13 +5836,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T15:35:47.708997+00:00"
+      "updatedAt": "2026-10-13T15:40:26.363069+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": "2026-10-13T15:35:47.805007+00:00"
+      "updatedAt": "2026-10-13T15:40:26.551596+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5850,7 +5850,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T15:35:47.750439+00:00"
+      "updatedAt": "2026-10-13T15:40:26.471117+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -5858,7 +5858,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T15:35:47.587228+00:00"
+      "updatedAt": "2026-10-13T15:40:26.157627+00:00"
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   "taskTree": [
@@ -6541,6 +6541,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-13T15:33:24.468136+00:00",
+  "taskTreeUpdatedAt": "2026-10-13T15:38:12.365866+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 3401111b2a..fa0388a3f4 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "6a2427fcbd5305b5c9248689848394dcc04420c4a905bf9142043350a0880ea0",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "539914d7e3d549c9b505407ae82ea0a0027fa2d9d5bb799c772661034d21ca7b",
-    ".modelhub_state/official_capabilities.json": "1aa104ff84998b705b0169ca24a46c2b5a28b8905f2708a2e4381bb99985cb89",
+    ".modelhub_state/market_intelligence.json": "adf457e07bdadceab5a1fa096077039efb97de74417f493a08b4421f2fc1bb01",
+    ".modelhub_state/official_capabilities.json": "cc395d9084aa65a0c98e37051b6a87c35f999c434d785f33c05ebf5a5b34a35a",
     ".modelhub_state/outcome_checkpoint.json": "201b45fc9246f78dc540bfd7007b41c6696f051119716f4d7dde9dc0620b6a01",
     ".modelhub_state/queue_cleanup_latest.json": "a853c3ecd05b6eb13dc78028071c981c78c9adf73c9831a523b9562a8bdb1610",
     ".modelhub_state/recent_outcomes.jsonl": "d5f3321c7c835be11fc790c6b04936eee563f577da3818cfa5dc8aa7c8332239",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "0f8caa8fabb879e1ceebf96f11d0e8e8fc5193547c643ffc529ff2ecd45be946",
     "outcomes/submissions.jsonl": "f0d5327bdb23df8ec922ef0d9bee29b7ebd5b304ee2c96989d7a3321cbfee0a4"
   },
-  "generation": 24327,
+  "generation": 24328,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-13T15:36:18.925283+00:00",
+  "updatedAt": "2026-10-13T15:40:58.327379+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }