diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 7780984d6f..927e123e73 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-10-12T08:02:54.310806+00:00",
+  "communityAttemptedAt": "2026-10-12T08:20:47.491580+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-10-12T08:02:54.310806+00:00",
+  "communityUpdatedAt": "2026-10-12T08:20:47.491580+00:00",
   "frameworkAttemptedAt": "2026-10-12T06:03:26.875419+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -414,7 +414,7 @@
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-12T08:14:53.766662+00:00",
+  "generatedAt": "2026-10-12T08:20:47.491580+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index f3824e0810..7fe8fded58 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-12T08:14:53.766662+00:00",
+  "catalogUpdatedAt": "2026-10-12T08:20:47.491580+00:00",
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-10-12T08:18:25.852249+00:00",
+  "generatedAt": "2026-10-12T08:24:27.450809+00:00",
   "gpuCatalog": {
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@@ -155,7 +155,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T08:17:50.453634+00:00"
+      "updatedAt": "2026-10-12T08:23:49.646138+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": "2026-10-12T08:17:51.351791+00:00"
+      "updatedAt": "2026-10-12T08:23:50.949957+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": "2026-10-12T08:17:51.150777+00:00"
+      "updatedAt": "2026-10-12T08:23:50.824965+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": "2026-10-12T08:17:51.559680+00:00"
+      "updatedAt": "2026-10-12T08:23:51.013532+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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@@ -188,14 +188,14 @@
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-      "updatedAt": "2026-10-12T08:17:51.472251+00:00"
+      "updatedAt": "2026-10-12T08:23:50.986667+00:00"
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-      "updatedAt": "2026-10-12T08:17:51.261134+00:00"
+      "updatedAt": "2026-10-12T08:23:50.860620+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",
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-      "updatedAt": "2026-10-12T08:17:51.653734+00:00"
+      "updatedAt": "2026-10-12T08:23:51.055288+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": "2026-10-12T08:17:50.551957+00:00"
+      "updatedAt": "2026-10-12T08:23:50.253280+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": "2026-10-12T08:17:50.351948+00:00"
+      "updatedAt": "2026-10-12T08:23:50.145858+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",
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-      "updatedAt": "2026-10-12T08:17:50.752305+00:00"
+      "updatedAt": "2026-10-12T08:23:50.390831+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": "2026-10-12T08:17:50.654040+00:00"
+      "updatedAt": "2026-10-12T08:23:50.360053+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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         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T08:17:50.456968+00:00"
+      "updatedAt": "2026-10-12T08:23:50.175969+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": "2026-10-12T08:17:50.858427+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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@@ -259,7 +259,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T08:17:32.911284+00:00"
+      "updatedAt": "2026-10-12T08:23:31.153879+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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@@ -267,7 +267,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T08:17:32.850868+00:00"
+      "updatedAt": "2026-10-12T08:23:31.054092+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": "2026-10-12T08:17:32.982479+00:00"
+      "updatedAt": "2026-10-12T08:23:31.257284+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 @@
         "text-generation",
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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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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T08:17:32.883837+00:00"
+      "updatedAt": "2026-10-12T08:23:31.084590+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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@@ -299,7 +299,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T08:17:33.010512+00:00"
+      "updatedAt": "2026-10-12T08:23:31.285012+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-Flash-EXL3-Q4|2026-09-07T16:54:19+00:00|Ascend_910-b3": {
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+      "updatedAt": "2026-10-12T08:23:31.751462+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-Flash-EXL3-Q4|2026-09-07T16:54:19+00:00|Ascend_910-b4": {
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@@ -315,7 +315,7 @@
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-      "updatedAt": "2026-10-12T08:17:33.546862+00:00"
+      "updatedAt": "2026-10-12T08:23:31.568858+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 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T08:17:33.956743+00:00"
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@@ -332,14 +332,14 @@
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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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-      "updatedAt": "2026-10-12T08:17:34.055493+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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@@ -372,7 +372,7 @@
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-      "updatedAt": "2026-10-12T08:17:42.664718+00:00"
+      "updatedAt": "2026-10-12T08:23:40.548835+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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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-10-12T08:17:42.354727+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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-      "updatedAt": "2026-10-12T08:17:42.760084+00:00"
+      "updatedAt": "2026-10-12T08:23:40.655263+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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-      "updatedAt": "2026-10-12T08:17:57.162573+00:00"
+      "updatedAt": "2026-10-12T08:24:00.054789+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": "2026-10-12T08:17:56.952914+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": "2026-10-12T08:17:57.354316+00:00"
+      "updatedAt": "2026-10-12T08:24:00.261527+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": "2026-10-12T08:24:00.152463+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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-      "updatedAt": "2026-10-12T08:17:57.078845+00:00"
+      "updatedAt": "2026-10-12T08:23:59.982763+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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+      "updatedAt": "2026-10-12T08:24:00.353134+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": "2026-10-12T08:24:00.069343+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": "2026-10-12T08:17:56.951135+00:00"
+      "updatedAt": "2026-10-12T08:23:59.933054+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": "2026-10-12T08:24:00.269700+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": "2026-10-12T08:24:00.159306+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": "2026-10-12T08:17:57.064057+00:00"
+      "updatedAt": "2026-10-12T08:23:59.967567+00:00"
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|hygon_k100-ai": {
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@@ -491,7 +491,7 @@
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-      "updatedAt": "2026-10-12T08:17:57.457995+00:00"
+      "updatedAt": "2026-10-12T08:24:00.360980+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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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|Ascend_910-b4": {
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@@ -507,7 +507,7 @@
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     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Iluvatar_mrv-100": {
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@@ -5984,7 +5984,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:18:21.753698+00:00"
+      "updatedAt": "2026-10-12T08:24:23.156661+00:00"
     },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5992,7 +5992,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:18:21.649288+00:00"
+      "updatedAt": "2026-10-12T08:24:23.066084+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Iluvatar_mrv-100": {
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@@ -6001,7 +6001,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:18:21.356045+00:00"
+      "updatedAt": "2026-10-12T08:24:22.755396+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 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:18:21.253874+00:00"
+      "updatedAt": "2026-10-12T08:24:22.720418+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": {
       "taskTypes": [
@@ -6018,7 +6018,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:18:23.548737+00:00"
+      "updatedAt": "2026-10-12T08:24:25.154542+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -6026,7 +6026,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:18:23.459120+00:00"
+      "updatedAt": "2026-10-12T08:24:25.048142+00:00"
     },
     "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": {
       "taskTypes": [
@@ -6034,7 +6034,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:17:39.767346+00:00"
+      "updatedAt": "2026-10-12T08:23:36.373217+00:00"
     },
     "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": [
@@ -6042,7 +6042,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:17:39.561999+00:00"
+      "updatedAt": "2026-10-12T08:23:36.207543+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6051,7 +6051,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:17:39.897324+00:00"
+      "updatedAt": "2026-10-12T08:23:36.499101+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": {
       "taskTypes": [
@@ -6059,14 +6059,14 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:17:39.856604+00:00"
+      "updatedAt": "2026-10-12T08:23:36.470083+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": "2026-10-12T08:17:39.666760+00:00"
+      "updatedAt": "2026-10-12T08:23:36.252371+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": [
@@ -6074,7 +6074,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:17:39.949696+00:00"
+      "updatedAt": "2026-10-12T08:23:36.565412+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -6082,7 +6082,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:17:42.693041+00:00"
+      "updatedAt": "2026-10-12T08:23:40.583471+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -6090,7 +6090,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:17:42.547745+00:00"
+      "updatedAt": "2026-10-12T08:23:40.464217+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6099,7 +6099,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:17:42.748350+00:00"
+      "updatedAt": "2026-10-12T08:23:40.749129+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -6107,14 +6107,14 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:17:42.720311+00:00"
+      "updatedAt": "2026-10-12T08:23:40.648770+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": "2026-10-12T08:17:42.657494+00:00"
+      "updatedAt": "2026-10-12T08:23:40.555824+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -6122,7 +6122,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T08:17:42.858329+00:00"
+      "updatedAt": "2026-10-12T08:23:40.852347+00:00"
     }
   },
   "taskTree": [
@@ -6805,6 +6805,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-12T08:14:53.766662+00:00",
+  "taskTreeUpdatedAt": "2026-10-12T08:20:47.491580+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 38df4c13ff..195a6c7371 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "7e9e53b069323d5aa3d7c1a42d29b23c029530dfbdb4c7e7989a017101bb16b0",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "0400acaaf503606ec69e6c807f1a4021aa261ef929b5e881cb18b2e9ec3c926e",
-    ".modelhub_state/official_capabilities.json": "1e6f2a5a7af01d3b1ef000259424139e1fed907c43353c7a316fca88afea2bd5",
+    ".modelhub_state/market_intelligence.json": "022a49fa8e041b5389ef285d7885a225b1c417979e4f411b3a1ed2549c6a1bb3",
+    ".modelhub_state/official_capabilities.json": "bd18e2cd93d3005364fcb6d4441dc25159ea9210c1a120d2286ba8acf30f08ef",
     ".modelhub_state/outcome_checkpoint.json": "44d67d39f333e9af27dd521bbea253de64038578f46def2554fec687ad076ee5",
     ".modelhub_state/queue_cleanup_latest.json": "d3d652be13ecd058fe95330a842db9324afc6db47aa9abffe9ded380dd437c65",
     ".modelhub_state/recent_outcomes.jsonl": "80da7e34893c7f23d6e780c3c8969ebd88930069ae3a5e8b4e10bd4228996516",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "fc066c7d1557f425adcd46d66cfd4cdabfe73eef961bb86bf83802fc0bcc8a82",
     "outcomes/submissions.jsonl": "f481061089cea514512419e19edf85f2070a9c32d6f3e33b2eca02c7d2497219"
   },
-  "generation": 23932,
+  "generation": 23933,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-12T08:18:32.488113+00:00",
+  "updatedAt": "2026-10-12T08:24:29.881332+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }