diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index cd265f99ce..5e8ea7dd45 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -414,7 +414,7 @@
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-  "generatedAt": "2026-10-12T07:15:42.354767+00:00",
+  "generatedAt": "2026-10-12T07:22:08.867077+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index f36b7843dc..395e6174ee 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-12T07:15:42.354767+00:00",
+  "catalogUpdatedAt": "2026-10-12T07:22:08.867077+00:00",
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@@ -56,7 +56,7 @@
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   "errors": [],
-  "generatedAt": "2026-10-12T07:19:59.685768+00:00",
+  "generatedAt": "2026-10-12T07:25:44.556303+00:00",
   "gpuCatalog": {
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@@ -155,7 +155,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:34.245998+00:00"
+      "updatedAt": "2026-10-12T07:25:05.771485+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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@@ -163,7 +163,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:35.268850+00:00"
+      "updatedAt": "2026-10-12T07:25:07.560268+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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@@ -171,7 +171,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T07:19:35.047989+00:00"
+      "updatedAt": "2026-10-12T07:25:07.348228+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|Iluvatar_mrv-100": {
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@@ -180,7 +180,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T07:19:35.353424+00:00"
+      "updatedAt": "2026-10-12T07:25:07.591798+00:00"
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@@ -188,14 +188,14 @@
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-      "updatedAt": "2026-10-12T07:19:35.549789+00:00"
+      "updatedAt": "2026-10-12T07:25:07.660226+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|Mthreads_s4000": {
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         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T07:19:35.158729+00:00"
+      "updatedAt": "2026-10-12T07:25:07.456510+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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@@ -203,7 +203,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:35.454898+00:00"
+      "updatedAt": "2026-10-12T07:25:07.619008+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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@@ -211,7 +211,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:34.658716+00:00"
+      "updatedAt": "2026-10-12T07:25:06.450823+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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@@ -219,7 +219,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:34.528785+00:00"
+      "updatedAt": "2026-10-12T07:25:06.247342+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Iluvatar_mrv-100": {
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@@ -228,7 +228,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:34.760342+00:00"
+      "updatedAt": "2026-10-12T07:25:06.548352+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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@@ -236,14 +236,14 @@
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-      "updatedAt": "2026-10-12T07:19:34.860938+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-10-12T07:19:34.567389+00:00"
+      "updatedAt": "2026-10-12T07:25:06.360315+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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@@ -251,7 +251,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:34.799634+00:00"
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:20.650809+00:00"
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@@ -267,7 +267,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:20.530563+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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@@ -276,7 +276,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:20.684076+00:00"
+      "updatedAt": "2026-10-12T07:24:43.352079+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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@@ -284,14 +284,14 @@
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-      "updatedAt": "2026-10-12T07:19:20.784216+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|Mthreads_s4000": {
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-      "updatedAt": "2026-10-12T07:19:20.559864+00:00"
+      "updatedAt": "2026-10-12T07:24:43.192328+00:00"
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:20.753632+00:00"
+      "updatedAt": "2026-10-12T07:24:43.380142+00:00"
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@@ -307,7 +307,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:21.253855+00:00"
+      "updatedAt": "2026-10-12T07:24:44.268854+00:00"
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@@ -315,7 +315,7 @@
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-      "updatedAt": "2026-10-12T07:19:21.136056+00:00"
+      "updatedAt": "2026-10-12T07:24:44.072078+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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@@ -324,7 +324,7 @@
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-      "updatedAt": "2026-10-12T07:19:21.288752+00:00"
+      "updatedAt": "2026-10-12T07:24:44.352472+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-Flash-EXL3-Q4|2026-09-07T16:54:19+00:00|MetaX_c-500": {
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@@ -332,14 +332,14 @@
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-      "updatedAt": "2026-10-12T07:19:21.395610+00:00"
+      "updatedAt": "2026-10-12T07:24:44.474674+00:00"
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-      "updatedAt": "2026-10-12T07:19:21.168891+00:00"
+      "updatedAt": "2026-10-12T07:24:44.151800+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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@@ -347,7 +347,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:21.357747+00:00"
+      "updatedAt": "2026-10-12T07:24:44.383525+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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@@ -355,7 +355,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:27.852349+00:00"
+      "updatedAt": "2026-10-12T07:24:54.885505+00:00"
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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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@@ -363,7 +363,7 @@
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-      "updatedAt": "2026-10-12T07:19:27.719900+00:00"
+      "updatedAt": "2026-10-12T07:24:54.789550+00:00"
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Iluvatar_mrv-100": {
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@@ -372,7 +372,7 @@
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-      "updatedAt": "2026-10-12T07:19:27.949938+00:00"
+      "updatedAt": "2026-10-12T07:24:54.952175+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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@@ -380,14 +380,14 @@
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-      "updatedAt": "2026-10-12T07:19:28.049818+00:00"
+      "updatedAt": "2026-10-12T07:24:55.085224+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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-      "updatedAt": "2026-10-12T07:19:27.754780+00:00"
+      "updatedAt": "2026-10-12T07:24:54.851710+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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@@ -395,7 +395,7 @@
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-      "updatedAt": "2026-10-12T07:19:27.985576+00:00"
+      "updatedAt": "2026-10-12T07:24:55.052816+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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@@ -403,7 +403,7 @@
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-      "updatedAt": "2026-10-12T07:19:40.550901+00:00"
+      "updatedAt": "2026-10-12T07:25:15.362173+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-b4": {
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@@ -411,7 +411,7 @@
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-      "updatedAt": "2026-10-12T07:19:40.390376+00:00"
+      "updatedAt": "2026-10-12T07:25:15.150516+00:00"
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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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@@ -420,7 +420,7 @@
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-      "updatedAt": "2026-10-12T07:19:40.664969+00:00"
+      "updatedAt": "2026-10-12T07:25:15.880757+00:00"
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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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@@ -428,14 +428,14 @@
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+      "updatedAt": "2026-10-12T07:25:16.062228+00:00"
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Mthreads_s4000": {
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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:40.454549+00:00"
+      "updatedAt": "2026-10-12T07:25:15.261561+00:00"
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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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         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:40.769638+00:00"
+      "updatedAt": "2026-10-12T07:25:15.961233+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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-      "updatedAt": "2026-10-12T07:19:40.559010+00:00"
+      "updatedAt": "2026-10-12T07:25:15.253402+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-b4": {
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@@ -459,7 +459,7 @@
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-      "updatedAt": "2026-10-12T07:19:40.390091+00:00"
+      "updatedAt": "2026-10-12T07:25:15.148256+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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@@ -468,7 +468,7 @@
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-      "updatedAt": "2026-10-12T07:19:40.658366+00:00"
+      "updatedAt": "2026-10-12T07:25:15.353072+00:00"
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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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@@ -476,14 +476,14 @@
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+      "updatedAt": "2026-10-12T07:25:15.477786+00:00"
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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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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:40.469116+00:00"
+      "updatedAt": "2026-10-12T07:25:15.181745+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 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T07:19:40.748777+00:00"
+      "updatedAt": "2026-10-12T07:25:15.450004+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 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T07:19:23.958329+00:00"
+      "updatedAt": "2026-10-12T07:24:48.360987+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 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:23.866494+00:00"
+      "updatedAt": "2026-10-12T07:24:48.147408+00:00"
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|Iluvatar_mrv-100": {
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@@ -516,7 +516,7 @@
         "text-to-image-generation",
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|MetaX_c-500": {
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@@ -524,14 +524,14 @@
         "text-generation",
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@@ -5992,7 +5992,7 @@
         "text-generation",
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       ],
-      "updatedAt": "2026-10-12T07:19:56.659135+00:00"
+      "updatedAt": "2026-10-12T07:25:39.866112+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",
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-      "updatedAt": "2026-10-12T07:19:56.311286+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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@@ -6009,7 +6009,7 @@
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-      "updatedAt": "2026-10-12T07:19:56.358028+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"
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-      "updatedAt": "2026-10-12T07:19:58.218568+00:00"
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|MetaX_c-500": {
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@@ -6026,7 +6026,7 @@
         "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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@@ -6034,7 +6034,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:25.452906+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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@@ -6042,7 +6042,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T07:19:25.309790+00:00"
+      "updatedAt": "2026-10-12T07:24:51.350777+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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@@ -6051,7 +6051,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:25.560134+00:00"
+      "updatedAt": "2026-10-12T07:24:51.565121+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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@@ -6059,14 +6059,14 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:25.752175+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|Mthreads_s4000": {
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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:25.355618+00:00"
+      "updatedAt": "2026-10-12T07:24:51.383088+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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@@ -6074,7 +6074,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:25.676803+00:00"
+      "updatedAt": "2026-10-12T07:24:51.656336+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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@@ -6082,7 +6082,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:28.095193+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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@@ -6090,7 +6090,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:27.971896+00:00"
+      "updatedAt": "2026-10-12T07:24:55.369446+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": {
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@@ -6099,7 +6099,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:28.156519+00:00"
+      "updatedAt": "2026-10-12T07:24:55.550615+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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@@ -6107,14 +6107,14 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T07:19:28.359059+00:00"
+      "updatedAt": "2026-10-12T07:24:55.609718+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Mthreads_s4000": {
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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:28.056320+00:00"
+      "updatedAt": "2026-10-12T07:24:55.450808+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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@@ -6122,7 +6122,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T07:19:28.250952+00:00"
+      "updatedAt": "2026-10-12T07:24:55.578402+00:00"
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   "taskTree": [
@@ -6805,6 +6805,6 @@
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-  "taskTreeUpdatedAt": "2026-10-12T07:15:42.354767+00:00",
+  "taskTreeUpdatedAt": "2026-10-12T07:22:08.867077+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index f3e4ab0135..3459088dad 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3392,6 +3392,7 @@
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 {"batchId": "64ef2259965a4a47875e42e124456e7a", "completedAt": "2026-10-10T08:22:29.829255+00:00", "configFingerprint": "014e4c7848d2739d8b20b385d6b85827a2fc5723d3b5a17c03afbd67c56275d9", "configSource": "modelhub_live", "createdAt": "2026-10-10T08:19:42.281118+00:00", "framework": "llamacpp", "intentId": "1c4c57e0fcb04deda8bccda4d928eff0", "repoId": "GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
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diff --git a/manifest.json b/manifest.json
index f0354692d7..114f773abe 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,22 +4,22 @@
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-    ".modelhub_state/market_intelligence.json": "9141e675a3f01ef759f8a8ccc54c8a1f3aea648171a0aee729c6eaa13e0fbcb4",
-    ".modelhub_state/official_capabilities.json": "ddd9f99e28b4441a2efca878b457344b6210af49e98123a2f99709d07d33f71e",
+    ".modelhub_state/market_intelligence.json": "4a293805a41e9e558feaa2ac9eb694bbaf373612721ae8dcfd9b95c4c9675264",
+    ".modelhub_state/official_capabilities.json": "5d882975aad0c86dfef389c5c1caa6eab72e3019fe7a79f5d6301a8b3ac45d3e",
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     ".modelhub_state/recovery_active_tasks.jsonl": "c1aca4d8130dde4bd60e2215679ade3156294dd4405f87e47dc649dc5208e2f0",
-    ".modelhub_state/recovery_intents.jsonl": "1d52f4715e74e9ec195665d3ab55b8d9375e116f16a7074f7063bffbbd051c85",
+    ".modelhub_state/recovery_intents.jsonl": "4704b8bce5429aec3de6a3f657cf271fbbcaabb2328519516807133fd06f932c",
     ".modelhub_state/routing_intelligence.json": "9561f83bd35ed53455b03a9ad4edf9b9e8524af87406b38e907e5bb0cd4d7d64",
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     ".modelhub_state/worker_crashes.jsonl": "a6b56caed5c7afeb803f8701393cf4660f7e9799eb5ff84af826a142e16d9b00",
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   },
-  "generation": 23913,
-  "phase": "cycle",
+  "generation": 23914,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-12T07:20:01.027542+00:00",
+  "updatedAt": "2026-10-12T07:25:46.564350+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }