diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index d68db5701d..1b2a853e64 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-10-13T19:18:10.366919+00:00",
+  "communityAttemptedAt": "2026-10-13T19:36:21.266653+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-10-13T19:18:10.366919+00:00",
+  "communityUpdatedAt": "2026-10-13T19:36:21.266653+00:00",
   "frameworkAttemptedAt": "2026-10-13T18:35:54.552372+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -443,7 +443,7 @@
     }
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-13T19:31:34.170719+00:00",
+  "generatedAt": "2026-10-13T19:36:21.266653+00:00",
   "gpuStats": {
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       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 0d1eee7c99..cd80f17c12 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-13T19:31:34.170719+00:00",
+  "catalogUpdatedAt": "2026-10-13T19:36:21.266653+00:00",
   "configuredTaskTypes": [
     "text-generation"
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-10-13T19:34:04.357898+00:00",
+  "generatedAt": "2026-10-13T19:39:02.951745+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -155,7 +155,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T19:33:40.412108+00:00"
+      "updatedAt": "2026-10-13T19:38:32.262434+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": "2026-10-13T19:33:41.252156+00:00"
+      "updatedAt": "2026-10-13T19:38:33.350532+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|Cambricon_mlu-370-x4": {
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@@ -171,13 +171,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T19:33:41.409095+00:00"
+      "updatedAt": "2026-10-13T19:38:33.563036+00:00"
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       "taskTypes": [
         "text-generation"
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-      "updatedAt": "2026-10-13T19:33:41.509348+00:00"
+      "updatedAt": "2026-10-13T19:38:33.748283+00:00"
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@@ -185,14 +185,14 @@
         "text-generation",
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-      "updatedAt": "2026-10-13T19:33:41.355269+00:00"
+      "updatedAt": "2026-10-13T19:38:33.455901+00:00"
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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T19:33:41.461856+00:00"
+      "updatedAt": "2026-10-13T19:38:33.654495+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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@@ -200,7 +200,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T19:33:41.149111+00:00"
+      "updatedAt": "2026-10-13T19:38:33.270522+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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@@ -208,7 +208,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T19:33:40.550305+00:00"
+      "updatedAt": "2026-10-13T19:38:32.476122+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Cambricon_mlu-370-x4": {
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@@ -216,13 +216,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T19:33:40.606892+00:00"
+      "updatedAt": "2026-10-13T19:38:32.654979+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
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-      "updatedAt": "2026-10-13T19:33:40.682925+00:00"
+      "updatedAt": "2026-10-13T19:38:32.848730+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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@@ -230,14 +230,14 @@
         "text-generation",
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+      "updatedAt": "2026-10-13T19:38:32.552877+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"
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-      "updatedAt": "2026-10-13T19:33:40.649373+00:00"
+      "updatedAt": "2026-10-13T19:38:32.753679+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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@@ -245,7 +245,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T19:33:40.477280+00:00"
+      "updatedAt": "2026-10-13T19:38:32.447223+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-500B-EXL3-3.0bpw|2026-09-08T14:17:40+00:00|Ascend_910-b3": {
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@@ -253,7 +253,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T19:33:24.055886+00:00"
+      "updatedAt": "2026-10-13T19:38:11.048340+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-500B-EXL3-3.0bpw|2026-09-08T14:17:40+00:00|Cambricon_mlu-370-x4": {
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@@ -261,13 +261,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T19:33:24.202962+00:00"
+      "updatedAt": "2026-10-13T19:38:11.178717+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-500B-EXL3-3.0bpw|2026-09-08T14:17:40+00:00|Kunlunxin_p-800": {
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         "text-generation"
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-      "updatedAt": "2026-10-13T19:33:24.293211+00:00"
+      "updatedAt": "2026-10-13T19:38:11.292968+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-500B-EXL3-3.0bpw|2026-09-08T14:17:40+00:00|MetaX_c-500": {
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@@ -275,14 +275,14 @@
         "text-generation",
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-      "updatedAt": "2026-10-13T19:33:24.171519+00:00"
+      "updatedAt": "2026-10-13T19:38:11.084835+00:00"
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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T19:33:24.254303+00:00"
+      "updatedAt": "2026-10-13T19:38:11.258443+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-500B-EXL3-3.0bpw|2026-09-08T14:17:40+00:00|hygon_k100-ai": {
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@@ -290,7 +290,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T19:33:23.952497+00:00"
+      "updatedAt": "2026-10-13T19:38:10.985149+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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@@ -298,7 +298,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T19:33:26.363106+00:00"
+      "updatedAt": "2026-10-13T19:38:13.457455+00:00"
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@@ -306,13 +306,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T19:33:26.571030+00:00"
+      "updatedAt": "2026-10-13T19:38:13.556886+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|Kunlunxin_p-800": {
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         "text-generation"
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-      "updatedAt": "2026-10-13T19:33:26.752929+00:00"
+      "updatedAt": "2026-10-13T19:38:13.652193+00:00"
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@@ -320,14 +320,14 @@
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-      "updatedAt": "2026-10-13T19:33:26.454506+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": "2026-10-13T19:33:26.667160+00:00"
+      "updatedAt": "2026-10-13T19:38:13.599621+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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@@ -335,7 +335,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T19:33:26.315367+00:00"
+      "updatedAt": "2026-10-13T19:38:13.420763+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-569B-EXL3-3.0bpw|2026-09-08T14:21:17+00:00|Ascend_910-b3": {
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@@ -343,7 +343,7 @@
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-      "updatedAt": "2026-10-13T19:33:24.065466+00:00"
+      "updatedAt": "2026-10-13T19:38:10.758335+00:00"
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@@ -351,13 +351,13 @@
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-      "updatedAt": "2026-10-13T19:33:24.210153+00:00"
+      "updatedAt": "2026-10-13T19:38:10.851210+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-569B-EXL3-3.0bpw|2026-09-08T14:21:17+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-13T19:33:24.301005+00:00"
+      "updatedAt": "2026-10-13T19:38:10.906048+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-569B-EXL3-3.0bpw|2026-09-08T14:21:17+00:00|MetaX_c-500": {
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@@ -365,14 +365,14 @@
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-      "updatedAt": "2026-10-13T19:33:24.153234+00:00"
+      "updatedAt": "2026-10-13T19:38:10.797420+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-569B-EXL3-3.0bpw|2026-09-08T14:21:17+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-10-13T19:33:24.262392+00:00"
+      "updatedAt": "2026-10-13T19:38:10.879005+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-569B-EXL3-3.0bpw|2026-09-08T14:21:17+00:00|hygon_k100-ai": {
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@@ -380,20 +380,28 @@
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-      "updatedAt": "2026-10-13T19:33:23.953375+00:00"
+      "updatedAt": "2026-10-13T19:38:10.705365+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/GLM-5.3-569B-W4A16|2026-09-08T15:04:54+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-13T19:38:09.861933+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-569B-W4A16|2026-09-08T15:04:54+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-13T19:33:22.996425+00:00"
+      "updatedAt": "2026-10-13T19:38:10.048518+00:00"
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-      "updatedAt": "2026-10-13T19:33:22.870013+00:00"
+      "updatedAt": "2026-10-13T19:38:09.958001+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-615B-EXL3-3.0bpw|2026-09-08T13:42:07+00:00|Ascend_910-b3": {
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@@ -401,7 +409,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T19:33:26.474502+00:00"
+      "updatedAt": "2026-10-13T19:38:13.450730+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-615B-EXL3-3.0bpw|2026-09-08T13:42:07+00:00|Cambricon_mlu-370-x4": {
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@@ -409,13 +417,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T19:33:26.674535+00:00"
+      "updatedAt": "2026-10-13T19:38:13.569799+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-615B-EXL3-3.0bpw|2026-09-08T13:42:07+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-13T19:33:26.873079+00:00"
+      "updatedAt": "2026-10-13T19:38:13.671847+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-615B-EXL3-3.0bpw|2026-09-08T13:42:07+00:00|MetaX_c-500": {
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@@ -423,14 +431,14 @@
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+      "updatedAt": "2026-10-13T19:38:13.494662+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-615B-EXL3-3.0bpw|2026-09-08T13:42:07+00:00|Mthreads_s4000": {
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         "text-generation",
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-      "updatedAt": "2026-10-13T19:33:26.760402+00:00"
+      "updatedAt": "2026-10-13T19:38:13.608233+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-615B-EXL3-3.0bpw|2026-09-08T13:42:07+00:00|hygon_k100-ai": {
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@@ -438,7 +446,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T19:33:26.314954+00:00"
+      "updatedAt": "2026-10-13T19:38:13.421634+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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@@ -446,7 +454,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T19:33:26.468185+00:00"
+      "updatedAt": "2026-10-13T19:38:13.563380+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|Cambricon_mlu-370-x4": {
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@@ -454,13 +462,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T19:33:26.681222+00:00"
+      "updatedAt": "2026-10-13T19:38:13.778636+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": "2026-10-13T19:33:26.859714+00:00"
+      "updatedAt": "2026-10-13T19:38:13.966326+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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@@ -468,14 +476,14 @@
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-      "updatedAt": "2026-10-13T19:33:26.551425+00:00"
+      "updatedAt": "2026-10-13T19:38:13.665506+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": "2026-10-13T19:33:26.774057+00:00"
+      "updatedAt": "2026-10-13T19:38:13.857098+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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@@ -483,7 +491,7 @@
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -5717,13 +5718,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T19:33:35.151456+00:00"
+      "updatedAt": "2026-10-13T19:38:25.753087+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": "2026-10-13T19:33:35.267071+00:00"
+      "updatedAt": "2026-10-13T19:38:25.860288+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5731,14 +5732,14 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T19:33:35.093362+00:00"
+      "updatedAt": "2026-10-13T19:38:25.656403+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": "2026-10-13T19:33:35.198948+00:00"
+      "updatedAt": "2026-10-13T19:38:25.794614+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -5746,7 +5747,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T19:33:35.012658+00:00"
+      "updatedAt": "2026-10-13T19:38:25.568200+00:00"
     }
   },
   "taskTree": [
@@ -6429,6 +6430,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-13T19:31:34.170719+00:00",
+  "taskTreeUpdatedAt": "2026-10-13T19:36:21.266653+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 1535d09c6f..a5ba37703c 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3481,6 +3481,8 @@
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 {"batchId": "2ecc7167712f4ab6a28daa53ade43717", "completedAt": "2026-10-13T19:22:25.316057+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-13T19:21:09.781934+00:00", "framework": "vllm_tokenizer_patch", "intentId": "865b5ed077414589b8ae184c9bff0c27", "lastModified": "2026-10-13T18:39:46+00:00", "modelAddress": "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-MLX-8bit", "reason": null, "reconciledAt": "2026-10-13T19:29:41.175110+00:00", "repoId": "LiquidAI/LFM2.5-24B-A2B-MLX-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5517949", "taskType": "text-generation"}
 {"batchId": "75719388272240b9b97c3acc27825aa0", "completedAt": "2026-10-13T19:27:02.811728+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-13T19:26:04.358155+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d5c310872db8465aa0087dabb8385e21", "lastModified": "2026-10-13T18:29:48+00:00", "modelAddress": "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-MLX-6bit", "reason": null, "reconciledAt": "2026-10-13T19:29:41.176804+00:00", "repoId": "LiquidAI/LFM2.5-24B-A2B-MLX-6bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5518023", "taskType": "text-generation"}
+{"batchId": "f06c8b1d5d1945049c7b4c59df3b67d7", "configFingerprint": "0d5bc82787a89d4313672808d1a8629a1fc675c91aa6a08865f770aa24447fbc", "configSource": "modelhub_live", "createdAt": "2026-10-13T19:39:04.042644+00:00", "framework": "vllm-patch-tokenizer", "intentId": "03f4b31e016042489f9c5180393db294", "lastModified": "2026-10-13T18:27:56+00:00", "modelAddress": "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base", "repoId": "LiquidAI/LFM2.5-24B-A2B-Base", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "hygon_k100-ai", "taskType": "text-generation"}
+{"batchId": "f06c8b1d5d1945049c7b4c59df3b67d7", "configFingerprint": "0d5bc82787a89d4313672808d1a8629a1fc675c91aa6a08865f770aa24447fbc", "configSource": "modelhub_live", "createdAt": "2026-10-13T19:39:04.042763+00:00", "framework": "vllm-patch-tokenizer", "intentId": "c77ce5eea9e646d5889be5a809531ecf", "lastModified": "2026-10-13T18:39:46+00:00", "modelAddress": "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-MLX-8bit", "repoId": "LiquidAI/LFM2.5-24B-A2B-MLX-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "hygon_k100-ai", "taskType": "text-generation"}
 {"batchId": "64ef2259965a4a47875e42e124456e7a", "completedAt": "2026-10-10T08:22:29.829255+00:00", "configFingerprint": "014e4c7848d2739d8b20b385d6b85827a2fc5723d3b5a17c03afbd67c56275d9", "configSource": "modelhub_live", "createdAt": "2026-10-10T08:19:42.281118+00:00", "framework": "llamacpp", "intentId": "1c4c57e0fcb04deda8bccda4d928eff0", "repoId": "GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
 {"batchId": "04247231908a4293bb90fcfb6ceb1b21", "completedAt": "2026-10-10T03:37:10.311161+00:00", "configFingerprint": "41b32e99f4cd3b280f48beb66666c48e543570dbfdee61682247438440dae4f3", "configSource": "modelhub_live", "createdAt": "2026-10-10T03:35:16.235834+00:00", "framework": "llamacpp", "intentId": "7ec4fc2708014d83955beed36401eb73", "repoId": "GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "uniqueness_rejected", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
 {"batchId": "defc40efc99547dea797f26d6a4c1a65", "completedAt": "2026-10-10T03:33:51.337890+00:00", "configFingerprint": "b6b49b497726342799df1608aa88399dc2d2712f97d7f1eb9fbc89c5b78f2c4c", "configSource": "modelhub_live", "createdAt": "2026-10-10T03:32:02.289053+00:00", "framework": "llamacpp", "intentId": "4dc3d20711774633bcaa193b5c6032ab", "repoId": "GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 04ca001114..cbe2fe2143 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,22 +4,22 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "20efdb592e826e2da2bf6d78ee0ba21b4e880195073a7cc91106caf020bc9739",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "aa4d013a6ca793ffbbf08a24fdf358eb9b5796d74bce379f7581cbe8f5330995",
-    ".modelhub_state/official_capabilities.json": "afa77051165469ead01164eb7628bf8a162f10c8b3bc19577da2866576767277",
+    ".modelhub_state/market_intelligence.json": "bb2542023efb899dc087db1862dcc57bb0307784204e6980ddf0ae59d9be6096",
+    ".modelhub_state/official_capabilities.json": "f02b670963de668c5e83da172041fd3bb0ff16a4ab17246212c48439d737ec18",
     ".modelhub_state/outcome_checkpoint.json": "72b99c109f4da34b218744b72491d71e7b9e2a4262d46131170a6be6b7bbc8ce",
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-    ".modelhub_state/recovery_intents.jsonl": "8fba0c6b7144128561b2d4138d7c2994f55bb5507dd967688c8f0342986fd5cd",
+    ".modelhub_state/recovery_intents.jsonl": "9cf7f03652bcf4810a23a8a031e076b333aa0d4a793d7b31cbfc44ccea08b198",
     ".modelhub_state/routing_intelligence.json": "0588571a814937c4b08d95766176afe2653f29afcab8391c565c84293c521ce8",
     ".modelhub_state/submission_exclusions.jsonl": "660ad77b924d3b0cc76f46aacd1f91a924d13a02bc68057eb5a964647441283b",
     ".modelhub_state/worker_crashes.jsonl": "a6b56caed5c7afeb803f8701393cf4660f7e9799eb5ff84af826a142e16d9b00",
     "ledger/submissions.jsonl": "ba36d9bb8eed339371f5233562933b5597b5fd7dcc2fb338fed675be20a8d6d7",
     "outcomes/submissions.jsonl": "9249e98cf0689f8d93a2396a629d137118e17f3e15ea4498dcd24aac2817b79f"
   },
-  "generation": 24387,
-  "phase": "cycle",
+  "generation": 24388,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-13T19:34:05.428260+00:00",
+  "updatedAt": "2026-10-13T19:39:04.215733+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }