diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 0ef3819149..41509b7da1 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -414,7 +414,7 @@
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-  "generatedAt": "2026-10-12T09:14:41.779449+00:00",
+  "generatedAt": "2026-10-12T09:21:20.864446+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index ea600a1496..4532bd3a73 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-12T09:14:41.779449+00:00",
+  "catalogUpdatedAt": "2026-10-12T09:21:20.864446+00:00",
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@@ -56,7 +56,7 @@
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+  "generatedAt": "2026-10-12T09:26:23.050089+00:00",
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@@ -155,7 +155,7 @@
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-      "updatedAt": "2026-10-12T09:18:03.511324+00:00"
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@@ -163,7 +163,7 @@
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-      "updatedAt": "2026-10-12T09:18:04.654033+00:00"
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@@ -171,7 +171,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T09:18:04.459617+00:00"
+      "updatedAt": "2026-10-12T09:25:33.823628+00:00"
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@@ -180,7 +180,7 @@
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-      "updatedAt": "2026-10-12T09:18:04.864851+00:00"
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@@ -188,14 +188,14 @@
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-      "updatedAt": "2026-10-12T09:18:04.760116+00:00"
+      "updatedAt": "2026-10-12T09:25:34.154791+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 @@
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-      "updatedAt": "2026-10-12T09:18:04.595390+00:00"
+      "updatedAt": "2026-10-12T09:25:33.955920+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 @@
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-      "updatedAt": "2026-10-12T09:18:03.851049+00:00"
+      "updatedAt": "2026-10-12T09:25:33.464808+00:00"
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@@ -219,7 +219,7 @@
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-      "updatedAt": "2026-10-12T09:18:03.676488+00:00"
+      "updatedAt": "2026-10-12T09:25:33.156867+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 @@
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-      "updatedAt": "2026-10-12T09:18:04.059466+00:00"
+      "updatedAt": "2026-10-12T09:25:33.580013+00:00"
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@@ -236,14 +236,14 @@
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-      "updatedAt": "2026-10-12T09:18:03.963610+00:00"
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@@ -267,7 +267,7 @@
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-      "updatedAt": "2026-10-12T09:17:51.347269+00:00"
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-      "updatedAt": "2026-10-12T09:17:51.279032+00:00"
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-      "updatedAt": "2026-10-12T09:17:51.186368+00:00"
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-      "updatedAt": "2026-10-12T09:17:51.951353+00:00"
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@@ -315,7 +315,7 @@
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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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-      "updatedAt": "2026-10-12T09:17:52.048621+00:00"
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@@ -363,7 +363,7 @@
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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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     "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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     "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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     "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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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Mthreads_s4000": {
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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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-      "updatedAt": "2026-10-12T09:18:09.347468+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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     "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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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Iluvatar_mrv-100": {
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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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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Mthreads_s4000": {
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+      "updatedAt": "2026-10-12T09:25:42.969157+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": "2026-10-12T09:25:42.752659+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 @@
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+      "updatedAt": "2026-10-12T09:25:17.262258+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 @@
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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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     "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 @@
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-      "updatedAt": "2026-10-12T09:18:29.967292+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",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T09:18:29.785899+00:00"
+      "updatedAt": "2026-10-12T09:26:17.979752+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": "2026-10-12T09:18:29.754006+00:00"
+      "updatedAt": "2026-10-12T09:26:17.923716+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"
       ],
-      "updatedAt": "2026-10-12T09:18:31.475817+00:00"
+      "updatedAt": "2026-10-12T09:26:20.772472+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": "2026-10-12T09:18:31.444868+00:00"
+      "updatedAt": "2026-10-12T09:26:20.730785+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": "2026-10-12T09:17:55.671334+00:00"
+      "updatedAt": "2026-10-12T09:25:18.759387+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": "2026-10-12T09:17:55.463403+00:00"
+      "updatedAt": "2026-10-12T09:25:18.500205+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": "2026-10-12T09:17:55.862329+00:00"
+      "updatedAt": "2026-10-12T09:25:18.971099+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": "2026-10-12T09:17:55.500504+00:00"
+      "updatedAt": "2026-10-12T09:25:18.565846+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": "2026-10-12T09:17:55.769988+00:00"
+      "updatedAt": "2026-10-12T09:25:18.859519+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": "2026-10-12T09:17:55.551114+00:00"
+      "updatedAt": "2026-10-12T09:25:18.680114+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": "2026-10-12T09:17:58.052333+00:00"
+      "updatedAt": "2026-10-12T09:25:22.255444+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": "2026-10-12T09:17:57.928898+00:00"
+      "updatedAt": "2026-10-12T09:25:22.033650+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": "2026-10-12T09:17:58.173051+00:00"
+      "updatedAt": "2026-10-12T09:25:22.337201+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": "2026-10-12T09:17:57.961788+00:00"
+      "updatedAt": "2026-10-12T09:25:22.075493+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": "2026-10-12T09:17:58.096365+00:00"
+      "updatedAt": "2026-10-12T09:25:22.302327+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": "2026-10-12T09:17:57.989349+00:00"
+      "updatedAt": "2026-10-12T09:25:22.148380+00:00"
     }
   },
   "taskTree": [
@@ -6805,6 +6805,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-12T09:14:41.779449+00:00",
+  "taskTreeUpdatedAt": "2026-10-12T09:21:20.864446+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index fa407f1b16..e1fc3f92e8 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "3f0171108a38b99208cf781d6dd0a97ed51229cfb30e6629f53b2fb8886d3129",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "47c9f7fc6163136df26722a555fd04d4bc01f36dc0a6aa49b54be0066860c870",
-    ".modelhub_state/official_capabilities.json": "ce528262dcfb3ae77130f7570e5af95618dff5e58242e1dfc04dbe3da4ed3c06",
+    ".modelhub_state/market_intelligence.json": "e1591441d7b832dad7b452d75ab1b3dd9879d9b725929bafa0fb91c72dd4292c",
+    ".modelhub_state/official_capabilities.json": "cd7aa9e8f962f6cf2052e5f4a36c72bdba37daefc638296ff4bef3f87a4e82f0",
     ".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": "3b5d6ff86fc226671fe4c8e2925e1c04917b5944f277db07a1f0cf66d881788e",
     "outcomes/submissions.jsonl": "37f4217003299722d5150580aa376494c52cfa090d49cd685d294b0333abbe4e"
   },
-  "generation": 23948,
+  "generation": 23949,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-12T09:20:12.075958+00:00",
+  "updatedAt": "2026-10-12T09:26:26.890384+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }