diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 741e9ef8ba..ed7bead876 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -2965,7 +2965,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-12T06:07:18.960197+00:00",
+  "generatedAt": "2026-10-12T06:23:25.758124+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 92dfb03c65..fb1947c983 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-10-12T06:03:26.875419+00:00",
+  "communityAttemptedAt": "2026-10-12T06:24:10.267932+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-10-12T06:03:26.875419+00:00",
+  "communityUpdatedAt": "2026-10-12T06:24:10.267932+00:00",
   "frameworkAttemptedAt": "2026-10-12T06:03:26.875419+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -414,7 +414,7 @@
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-  "generatedAt": "2026-10-12T06:17:51.283828+00:00",
+  "generatedAt": "2026-10-12T06:24:10.267932+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index ab37bd0fdd..efcca4777a 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-12T06:17:51.283828+00:00",
+  "catalogUpdatedAt": "2026-10-12T06:24:10.267932+00:00",
   "configuredTaskTypes": [
     "text-generation"
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-10-12T06:22:22.450338+00:00",
+  "generatedAt": "2026-10-12T06:27:49.089417+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -155,7 +155,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:35.875643+00:00"
+      "updatedAt": "2026-10-12T06:27:07.853643+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"
       ],
-      "updatedAt": "2026-10-12T06:21:36.898451+00:00"
+      "updatedAt": "2026-10-12T06:27:09.256983+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",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:36.817275+00:00"
+      "updatedAt": "2026-10-12T06:27:09.136456+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|Iluvatar_bi-150": {
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@@ -184,7 +184,7 @@
         "vision_classification",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T06:21:37.060613+00:00"
+      "updatedAt": "2026-10-12T06:27:09.548908+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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@@ -193,14 +193,14 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:36.859114+00:00"
+      "updatedAt": "2026-10-12T06:27:09.175595+00:00"
     },
     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:36.959880+00:00"
+      "updatedAt": "2026-10-12T06:27:09.366590+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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@@ -208,7 +208,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:36.990577+00:00"
+      "updatedAt": "2026-10-12T06:27:09.466458+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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@@ -216,7 +216,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:36.180675+00:00"
+      "updatedAt": "2026-10-12T06:27:08.358668+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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@@ -224,7 +224,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:36.101402+00:00"
+      "updatedAt": "2026-10-12T06:27:08.231798+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_bi-150": {
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@@ -237,7 +237,7 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:36.348486+00:00"
+      "updatedAt": "2026-10-12T06:27:08.553256+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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@@ -246,14 +246,14 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:36.151129+00:00"
+      "updatedAt": "2026-10-12T06:27:08.266866+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": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:36.250051+00:00"
+      "updatedAt": "2026-10-12T06:27:08.450329+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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@@ -261,7 +261,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:36.281532+00:00"
+      "updatedAt": "2026-10-12T06:27:08.484317+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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@@ -269,7 +269,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:10.452896+00:00"
+      "updatedAt": "2026-10-12T06:26:35.354045+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|Iluvatar_bi-150": {
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@@ -282,14 +282,14 @@
         "vision_classification",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T06:21:10.764158+00:00"
+      "updatedAt": "2026-10-12T06:26:35.660324+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|Mthreads_s4000": {
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         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:10.559425+00:00"
+      "updatedAt": "2026-10-12T06:26:35.452745+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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@@ -297,7 +297,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:10.653592+00:00"
+      "updatedAt": "2026-10-12T06:26:35.553382+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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@@ -305,7 +305,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:10.551724+00:00"
+      "updatedAt": "2026-10-12T06:26:35.561833+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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@@ -313,7 +313,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:10.377615+00:00"
+      "updatedAt": "2026-10-12T06:26:35.387160+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|Iluvatar_bi-150": {
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@@ -326,7 +326,7 @@
         "vision_classification",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T06:21:10.852808+00:00"
+      "updatedAt": "2026-10-12T06:26:35.858047+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|Iluvatar_mrv-100": {
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@@ -335,14 +335,14 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:10.460469+00:00"
+      "updatedAt": "2026-10-12T06:26:35.461863+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|Mthreads_s4000": {
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         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:10.661494+00:00"
+      "updatedAt": "2026-10-12T06:26:35.652996+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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@@ -350,7 +350,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:10.754728+00:00"
+      "updatedAt": "2026-10-12T06:26:35.759820+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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@@ -358,7 +358,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:14.554576+00:00"
+      "updatedAt": "2026-10-12T06:26:45.385130+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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@@ -366,7 +366,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T06:21:14.442612+00:00"
+      "updatedAt": "2026-10-12T06:26:45.308873+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_bi-150": {
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@@ -379,7 +379,7 @@
         "vision_classification",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T06:21:14.853255+00:00"
+      "updatedAt": "2026-10-12T06:26:45.553161+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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@@ -388,14 +388,14 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T06:21:14.477556+00:00"
+      "updatedAt": "2026-10-12T06:26:45.356687+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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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T06:21:14.656064+00:00"
+      "updatedAt": "2026-10-12T06:26:45.449260+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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@@ -403,7 +403,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T06:21:14.750778+00:00"
+      "updatedAt": "2026-10-12T06:26:45.479045+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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@@ -411,7 +411,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T06:21:15.955277+00:00"
+      "updatedAt": "2026-10-12T06:26:47.191523+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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@@ -419,7 +419,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T06:21:15.745412+00:00"
+      "updatedAt": "2026-10-12T06:26:47.110336+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_bi-150": {
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@@ -432,7 +432,7 @@
         "vision_classification",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T06:21:16.253462+00:00"
+      "updatedAt": "2026-10-12T06:26:47.454840+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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@@ -441,14 +441,14 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T06:21:15.858678+00:00"
+      "updatedAt": "2026-10-12T06:26:47.154680+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-Flash-EXL3-Q4|2026-09-07T16:54:19+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T06:21:16.055069+00:00"
+      "updatedAt": "2026-10-12T06:26:47.253587+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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@@ -456,7 +456,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T06:21:16.153150+00:00"
+      "updatedAt": "2026-10-12T06:26:47.355993+00:00"
     },
     "https://modelscope.cn/models/Abiray/MiniCPM5-2B-GGUF|2026-09-08T05:27:18+00:00|Iluvatar_mrv-100": {
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@@ -465,7 +465,7 @@
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-      "updatedAt": "2026-10-12T06:21:11.598804+00:00"
+      "updatedAt": "2026-10-12T06:26:36.946938+00:00"
     },
     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b3": {
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@@ -473,7 +473,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T06:21:26.453015+00:00"
+      "updatedAt": "2026-10-12T06:26:57.652503+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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@@ -481,7 +481,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T06:21:26.329131+00:00"
+      "updatedAt": "2026-10-12T06:26:57.573641+00:00"
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Iluvatar_bi-150": {
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@@ -494,7 +494,7 @@
         "vision_classification",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T06:21:26.590542+00:00"
+      "updatedAt": "2026-10-12T06:26:57.747511+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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@@ -503,14 +503,14 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T06:21:26.357556+00:00"
+      "updatedAt": "2026-10-12T06:26:57.605910+00:00"
     },
     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T06:21:26.489974+00:00"
+      "updatedAt": "2026-10-12T06:26:57.681641+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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@@ -518,7 +518,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T06:21:26.558654+00:00"
+      "updatedAt": "2026-10-12T06:26:57.708446+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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@@ -526,7 +526,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T06:21:42.769331+00:00"
+      "updatedAt": "2026-10-12T06:27:16.155264+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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@@ -534,7 +534,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 342f278414..bfebbc1543 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3377,6 +3377,8 @@
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diff --git a/manifest.json b/manifest.json
index c9fd8ffb00..4d137730fb 100644
--- a/manifest.json
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@@ -2,24 +2,24 @@
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 }