diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 5f34202074..d8c2f348ad 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-10-13T04:54:21.763516+00:00",
+  "communityAttemptedAt": "2026-10-13T05:12:32.770010+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-10-13T04:54:21.763516+00:00",
+  "communityUpdatedAt": "2026-10-13T05:12:32.770010+00:00",
   "frameworkAttemptedAt": "2026-10-13T03:01:45.166994+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -414,7 +414,7 @@
     }
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-13T05:06:32.164156+00:00",
+  "generatedAt": "2026-10-13T05:12:32.770010+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index eeff9b1237..da6133e707 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-13T05:06:32.164156+00:00",
+  "catalogUpdatedAt": "2026-10-13T05:12:32.770010+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-13T05:09:54.166085+00:00",
+  "generatedAt": "2026-10-13T05:19:05.757079+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -155,7 +155,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:20.356881+00:00"
+      "updatedAt": "2026-10-13T05:18:35.650694+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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@@ -163,19 +163,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:21.369781+00:00"
+      "updatedAt": "2026-10-13T05:18:37.176278+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:21.653376+00:00"
+      "updatedAt": "2026-10-13T05:18:37.452776+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"
       ],
-      "updatedAt": "2026-10-13T05:09:21.852057+00:00"
+      "updatedAt": "2026-10-13T05:18:37.663370+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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@@ -183,14 +183,14 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T05:09:21.562885+00:00"
+      "updatedAt": "2026-10-13T05:18:37.360787+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": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:21.750708+00:00"
+      "updatedAt": "2026-10-13T05:18:37.569804+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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@@ -198,7 +198,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:21.465795+00:00"
+      "updatedAt": "2026-10-13T05:18:37.248272+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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@@ -206,19 +206,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:20.649404+00:00"
+      "updatedAt": "2026-10-13T05:18:36.286593+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:20.885072+00:00"
+      "updatedAt": "2026-10-13T05:18:36.483785+00:00"
     },
     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:21.057136+00:00"
+      "updatedAt": "2026-10-13T05:18:36.664628+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|MetaX_c-500": {
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@@ -226,14 +226,14 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:20.856018+00:00"
+      "updatedAt": "2026-10-13T05:18:36.456642+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": "2026-10-13T05:09:20.949958+00:00"
+      "updatedAt": "2026-10-13T05:18:36.549478+00:00"
     },
     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|hygon_k100-ai": {
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@@ -241,7 +241,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:20.749067+00:00"
+      "updatedAt": "2026-10-13T05:18:36.359201+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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@@ -249,19 +249,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:00.257091+00:00"
+      "updatedAt": "2026-10-13T05:18:16.355286+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|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:00.552268+00:00"
+      "updatedAt": "2026-10-13T05:18:16.461707+00:00"
     },
     "https://modelscope.cn/models/0xSero/GLM-5.3-533B-EXL3-3.0bpw|2026-09-08T12:48:53+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:00.750039+00:00"
+      "updatedAt": "2026-10-13T05:18:16.592467+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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@@ -269,14 +269,14 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T05:09:00.451319+00:00"
+      "updatedAt": "2026-10-13T05:18:16.429140+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"
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-      "updatedAt": "2026-10-13T05:09:00.652187+00:00"
+      "updatedAt": "2026-10-13T05:18:16.550946+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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@@ -284,7 +284,42 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:00.361616+00:00"
+      "updatedAt": "2026-10-13T05:18:16.387685+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/GLM-5.3-615B-EXL3-3.0bpw|2026-09-08T13:42:07+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-13T05:18:15.113468+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/GLM-5.3-615B-EXL3-3.0bpw|2026-09-08T13:42:07+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-13T05:18:15.368707+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/GLM-5.3-615B-EXL3-3.0bpw|2026-09-08T13:42:07+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-13T05:18:15.085743+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/GLM-5.3-615B-EXL3-3.0bpw|2026-09-08T13:42:07+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-13T05:18:15.175475+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/GLM-5.3-615B-EXL3-3.0bpw|2026-09-08T13:42:07+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-13T05:18:15.050589+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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@@ -292,19 +327,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T05:09:01.655239+00:00"
+      "updatedAt": "2026-10-13T05:18:16.355507+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|Biren_166m": {
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         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:01.952896+00:00"
+      "updatedAt": "2026-10-13T05:18:16.564969+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": "2026-10-13T05:09:02.264001+00:00"
+      "updatedAt": "2026-10-13T05:18:16.691941+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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@@ -312,14 +347,14 @@
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-      "updatedAt": "2026-10-13T05:09:01.849778+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"
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-      "updatedAt": "2026-10-13T05:09:02.057377+00:00"
+      "updatedAt": "2026-10-13T05:18:16.657030+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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@@ -327,7 +362,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T05:09:01.751892+00:00"
+      "updatedAt": "2026-10-13T05:18:16.402097+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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@@ -335,19 +370,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T05:09:04.051302+00:00"
+      "updatedAt": "2026-10-13T05:18:18.530496+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|Biren_166m": {
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         "text-generation"
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-      "updatedAt": "2026-10-13T05:09:04.652981+00:00"
+      "updatedAt": "2026-10-13T05:18:18.748474+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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         "text-generation"
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-      "updatedAt": "2026-10-13T05:09:04.868609+00:00"
+      "updatedAt": "2026-10-13T05:18:18.958689+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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@@ -355,14 +390,14 @@
         "text-generation",
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-      "updatedAt": "2026-10-13T05:09:04.561347+00:00"
+      "updatedAt": "2026-10-13T05:18:18.652382+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": "2026-10-13T05:09:04.758756+00:00"
+      "updatedAt": "2026-10-13T05:18:18.849595+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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@@ -370,7 +405,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T05:09:04.150432+00:00"
+      "updatedAt": "2026-10-13T05:18:18.566054+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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@@ -378,19 +413,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T05:09:04.052499+00:00"
+      "updatedAt": "2026-10-13T05:18:19.498036+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-Flash-EXL3-Q4|2026-09-07T16:54:19+00:00|Biren_166m": {
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         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:04.660488+00:00"
+      "updatedAt": "2026-10-13T05:18:19.754700+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-Flash-EXL3-Q4|2026-09-07T16:54:19+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:04.861045+00:00"
+      "updatedAt": "2026-10-13T05:18:19.955120+00:00"
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@@ -398,14 +433,14 @@
         "text-generation",
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-      "updatedAt": "2026-10-13T05:09:04.568539+00:00"
+      "updatedAt": "2026-10-13T05:18:19.654403+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": {
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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T05:09:04.750946+00:00"
+      "updatedAt": "2026-10-13T05:18:19.850290+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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@@ -413,62 +448,38 @@
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-    "https://modelscope.cn/models/0xSero/GLM-5.3-REAP-massmax192-EXL3-3.0bpw|2026-09-08T13:24:02+00:00|Ascend_910-b3": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-13T05:08:59.368203+00:00"
+      "updatedAt": "2026-10-13T05:18:19.551820+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-REAP-massmax192-EXL3-3.0bpw|2026-09-08T13:24:02+00:00|Biren_166m": {
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         "text-generation"
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-      "updatedAt": "2026-10-13T05:08:59.551864+00:00"
+      "updatedAt": "2026-10-13T05:18:14.971021+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-REAP-massmax192-EXL3-3.0bpw|2026-09-08T13:24:02+00:00|Kunlunxin_p-800": {
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-    },
-    "https://modelscope.cn/models/0xSero/GLM-5.3-REAP-massmax192-EXL3-3.0bpw|2026-09-08T13:24:02+00:00|MetaX_c-500": {
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-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-13T05:08:59.460741+00:00"
+      "updatedAt": "2026-10-13T05:18:15.165804+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-REAP-massmax192-EXL3-3.0bpw|2026-09-08T13:24:02+00:00|Mthreads_s4000": {
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-    "https://modelscope.cn/models/0xSero/GLM-5.3-REAP-massmax192-EXL3-3.0bpw|2026-09-08T13:24:02+00:00|hygon_k100-ai": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-13T05:08:59.403485+00:00"
+      "updatedAt": "2026-10-13T05:18:15.057679+00:00"
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     "https://modelscope.cn/models/Abiray/MiniCPM5-2B-GGUF|2026-09-08T05:27:18+00:00|Biren_166m": {
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     "https://modelscope.cn/models/unsloth/GLM-5.3-GGUF|2026-08-29T22:38:37+00:00|hygon_k100-ai": {
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@@ -5289,19 +5287,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:28.556513+00:00"
+      "updatedAt": "2026-10-13T05:18:44.263898+00:00"
     },
     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:52.268020+00:00"
+      "updatedAt": "2026-10-13T05:19:04.465343+00:00"
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     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:52.359067+00:00"
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     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|MetaX_c-500": {
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@@ -5309,19 +5307,19 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:52.163611+00:00"
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     },
     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:52.960200+00:00"
+      "updatedAt": "2026-10-13T05:19:04.679871+00:00"
     },
     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:53.054547+00:00"
+      "updatedAt": "2026-10-13T05:19:04.754307+00:00"
     },
     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|MetaX_c-500": {
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@@ -5329,19 +5327,19 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:52.852409+00:00"
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     },
     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:52.549269+00:00"
+      "updatedAt": "2026-10-13T05:19:04.560537+00:00"
     },
     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:52.653520+00:00"
+      "updatedAt": "2026-10-13T05:19:04.662732+00:00"
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     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|MetaX_c-500": {
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@@ -5349,19 +5347,19 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:52.448240+00:00"
+      "updatedAt": "2026-10-13T05:19:04.524294+00:00"
     },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:52.084585+00:00"
+      "updatedAt": "2026-10-13T05:19:03.956629+00:00"
     },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:52.166152+00:00"
+      "updatedAt": "2026-10-13T05:19:04.056497+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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@@ -5369,19 +5367,19 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:51.953430+00:00"
+      "updatedAt": "2026-10-13T05:19:03.888751+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:51.761896+00:00"
+      "updatedAt": "2026-10-13T05:19:03.308162+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:51.855955+00:00"
+      "updatedAt": "2026-10-13T05:19:03.357696+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5389,7 +5387,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:51.653913+00:00"
+      "updatedAt": "2026-10-13T05:19:03.270244+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": [
@@ -5397,19 +5395,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:09.199288+00:00"
+      "updatedAt": "2026-10-13T05:18:24.348345+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:09.463698+00:00"
+      "updatedAt": "2026-10-13T05:18:24.672741+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": "2026-10-13T05:09:09.764881+00:00"
+      "updatedAt": "2026-10-13T05:18:25.057620+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": [
@@ -5417,14 +5415,14 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:09.354225+00:00"
+      "updatedAt": "2026-10-13T05:18:24.554525+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": "2026-10-13T05:09:09.651013+00:00"
+      "updatedAt": "2026-10-13T05:18:24.753622+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": [
@@ -5432,7 +5430,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:09.258357+00:00"
+      "updatedAt": "2026-10-13T05:18:24.453560+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -5440,19 +5438,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:12.099274+00:00"
+      "updatedAt": "2026-10-13T05:18:27.850418+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T05:09:12.215275+00:00"
+      "updatedAt": "2026-10-13T05:18:28.159135+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": "2026-10-13T05:09:12.365330+00:00"
+      "updatedAt": "2026-10-13T05:18:28.365044+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5460,14 +5458,14 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:12.188309+00:00"
+      "updatedAt": "2026-10-13T05:18:28.055307+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": "2026-10-13T05:09:12.254624+00:00"
+      "updatedAt": "2026-10-13T05:18:28.251256+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -5475,7 +5473,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T05:09:12.161164+00:00"
+      "updatedAt": "2026-10-13T05:18:27.951933+00:00"
     }
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   "taskTree": [
@@ -6158,6 +6156,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-13T05:06:32.164156+00:00",
+  "taskTreeUpdatedAt": "2026-10-13T05:12:32.770010+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 83d2b0520c..eef67dcbcb 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "19a61dfff0e33635bfa494d290d2e96d2954b99975626bebb98c468e85e83a48",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "ea4badf1ad7d8967001bf44d5b2ae828ea37e298ca26fb31823a436366851a4d",
-    ".modelhub_state/official_capabilities.json": "78437d4a912d8165e40583f15c2d79014691f6feadd2cecb0fc91671ca038b29",
+    ".modelhub_state/market_intelligence.json": "6d279193de4f8c1cfed7fb8868142516eb4799caaa0d7a1fc12d4258159fab73",
+    ".modelhub_state/official_capabilities.json": "9eef5048d6363c95a01214784399e28f5b130155d42393907cd1da03566db1d2",
     ".modelhub_state/outcome_checkpoint.json": "1eb98d127eca02b41be09323863d8d5c0102cb4926b3f3e7cd1da06f2a79fcca",
     ".modelhub_state/queue_cleanup_latest.json": "bc7e56c9d1a333f4bf796226c2496765a92f9d4ceb25f0ccd845d6f32075d0de",
     ".modelhub_state/recent_outcomes.jsonl": "d5f3321c7c835be11fc790c6b04936eee563f577da3818cfa5dc8aa7c8332239",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "83fc184c6885ccf47b3ad33011405df85021dd6ac8752c184ab58052dfe08bd7",
     "outcomes/submissions.jsonl": "89f5896b21ab9e5e8363ca2f40312141dfbfaafaad7b281da86656cbedef2e36"
   },
-  "generation": 24196,
+  "generation": 24197,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-13T05:09:54.588123+00:00",
+  "updatedAt": "2026-10-13T05:19:06.427520+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }