diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 7e23bb63a2..186a5182fc 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
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-  "generatedAt": "2026-10-12T23:21:42.064761+00:00",
+  "generatedAt": "2026-10-12T23:26:21.990496+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 685c9f7699..d0910acecf 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-12T23:21:42.064761+00:00",
+  "catalogUpdatedAt": "2026-10-12T23:26:21.990496+00:00",
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@@ -56,7 +56,7 @@
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   "errors": [],
-  "generatedAt": "2026-10-12T23:24:07.152435+00:00",
+  "generatedAt": "2026-10-12T23:29:44.158217+00:00",
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@@ -156,14 +156,14 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T23:23:43.577063+00:00"
+      "updatedAt": "2026-10-12T23:29:12.281029+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-0731-EXL3-3.0bpw|2026-09-01T14:43:28+00:00|Mthreads_s4000": {
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         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T23:23:43.536059+00:00"
+      "updatedAt": "2026-10-12T23:29:12.248646+00:00"
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@@ -171,7 +171,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T23:23:44.555721+00:00"
+      "updatedAt": "2026-10-12T23:29:13.151933+00:00"
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@@ -179,7 +179,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T23:23:44.487593+00:00"
+      "updatedAt": "2026-10-12T23:29:13.048507+00:00"
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@@ -187,20 +187,20 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T23:23:44.880947+00:00"
+      "updatedAt": "2026-10-12T23:29:13.450924+00:00"
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       "taskTypes": [
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       ],
-      "updatedAt": "2026-10-12T23:23:44.982072+00:00"
+      "updatedAt": "2026-10-12T23:29:13.494264+00:00"
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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T23:23:44.662162+00:00"
+      "updatedAt": "2026-10-12T23:29:13.252607+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": "2026-10-12T23:23:44.754958+00:00"
+      "updatedAt": "2026-10-12T23:29:13.350266+00:00"
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@@ -216,7 +216,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T23:23:44.152905+00:00"
+      "updatedAt": "2026-10-12T23:29:12.554038+00:00"
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@@ -224,7 +224,7 @@
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-      "updatedAt": "2026-10-12T23:23:44.114144+00:00"
+      "updatedAt": "2026-10-12T23:29:12.458016+00:00"
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@@ -232,20 +232,20 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T23:23:44.351876+00:00"
+      "updatedAt": "2026-10-12T23:29:12.866345+00:00"
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-      "updatedAt": "2026-10-12T23:23:44.487686+00:00"
+      "updatedAt": "2026-10-12T23:29:12.969169+00:00"
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-      "updatedAt": "2026-10-12T23:23:44.184217+00:00"
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@@ -253,7 +253,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T23:23:44.254413+00:00"
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@@ -261,7 +261,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-12T23:23:29.800809+00:00"
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@@ -269,7 +269,7 @@
         "text-to-image-generation",
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@@ -277,20 +277,20 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T23:23:29.946505+00:00"
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-      "updatedAt": "2026-10-12T23:23:29.985302+00:00"
+      "updatedAt": "2026-10-12T23:28:53.850517+00:00"
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-      "updatedAt": "2026-10-12T23:23:29.849226+00:00"
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@@ -298,13 +298,21 @@
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-      "updatedAt": "2026-10-12T23:23:29.884217+00:00"
+      "updatedAt": "2026-10-12T23:28:53.782457+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/GLM-5.3-615B-EXL3-3.0bpw|2026-09-08T13:42:07+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-12T23:28:52.865658+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": "2026-10-12T23:23:29.260369+00:00"
+      "updatedAt": "2026-10-12T23:28:52.903506+00:00"
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@@ -312,7 +320,7 @@
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-      "updatedAt": "2026-10-12T23:23:30.858723+00:00"
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@@ -320,7 +328,7 @@
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@@ -328,20 +336,20 @@
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-      "updatedAt": "2026-10-12T23:23:31.264878+00:00"
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-      "updatedAt": "2026-10-12T23:23:30.958752+00:00"
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@@ -357,7 +365,7 @@
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+      "updatedAt": "2026-10-12T23:28:56.856579+00:00"
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@@ -365,7 +373,7 @@
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@@ -373,20 +381,20 @@
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-      "updatedAt": "2026-10-12T23:23:32.648955+00:00"
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-      "updatedAt": "2026-10-12T23:23:32.755646+00:00"
+      "updatedAt": "2026-10-12T23:28:57.157117+00:00"
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-      "updatedAt": "2026-10-12T23:23:32.446640+00:00"
+      "updatedAt": "2026-10-12T23:28:56.964815+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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@@ -394,7 +402,7 @@
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-      "updatedAt": "2026-10-12T23:23:32.554464+00:00"
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@@ -402,7 +410,7 @@
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-      "updatedAt": "2026-10-12T23:23:32.359610+00:00"
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@@ -410,7 +418,7 @@
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-      "updatedAt": "2026-10-12T23:23:32.317080+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-Flash-EXL3-Q4|2026-09-07T16:54:19+00:00|Cambricon_mlu-370-x8": {
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@@ -418,20 +426,20 @@
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-      "updatedAt": "2026-10-12T23:23:32.561476+00:00"
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-      "updatedAt": "2026-10-12T23:23:32.655776+00:00"
+      "updatedAt": "2026-10-12T23:28:57.549237+00:00"
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-      "updatedAt": "2026-10-12T23:23:32.453875+00:00"
+      "updatedAt": "2026-10-12T23:28:57.249717+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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@@ -439,15 +447,7 @@
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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": "2026-10-12T23:23:29.283014+00:00"
+      "updatedAt": "2026-10-12T23:28:57.356163+00:00"
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@@ -455,20 +455,20 @@
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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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         "text-generation"
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-      "updatedAt": "2026-10-12T23:23:29.580200+00:00"
+      "updatedAt": "2026-10-12T23:28:53.012289+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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-      "updatedAt": "2026-10-12T23:23:29.350028+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|hygon_k100-ai": {
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@@ -476,7 +476,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T23:23:29.456497+00:00"
+      "updatedAt": "2026-10-12T23:28:52.954683+00:00"
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     "https://modelscope.cn/models/Abiray/MiniCPM5-2B-GGUF|2026-09-08T05:27:18+00:00|Cambricon_mlu-370-x8": {
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@@ -484,13 +484,13 @@
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     "https://modelscope.cn/models/Abiray/MiniCPM5-2B-GGUF|2026-09-08T05:27:18+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-12T23:23:30.872132+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -5703,7 +5703,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T23:23:38.476128+00:00"
+      "updatedAt": "2026-10-12T23:29:04.249847+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -5711,7 +5711,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T23:23:38.432328+00:00"
+      "updatedAt": "2026-10-12T23:29:04.145850+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
@@ -5719,20 +5719,20 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T23:23:38.668807+00:00"
+      "updatedAt": "2026-10-12T23:29:04.471359+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": "2026-10-12T23:23:38.760652+00:00"
+      "updatedAt": "2026-10-12T23:29:04.550785+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": "2026-10-12T23:23:38.548188+00:00"
+      "updatedAt": "2026-10-12T23:29:04.372749+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -5740,7 +5740,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T23:23:38.577795+00:00"
+      "updatedAt": "2026-10-12T23:29:04.419451+00:00"
     }
   },
   "taskTree": [
@@ -6423,6 +6423,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-12T23:21:42.064761+00:00",
+  "taskTreeUpdatedAt": "2026-10-12T23:26:21.990496+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 3940bd9260..ad831cb1ae 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "9b7dad0582e5a175515d809cacb75ed208dec691e5430d966ef9c9d7f217f374",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "9460e1cb8fb52eed67cce10184eabf0afe75570c2f550e8d9fbc4a46ee473e87",
-    ".modelhub_state/official_capabilities.json": "3f3dc353b28d1076cf47e98dcd0ce3015348eb75c0be491021d8329006fc01f9",
+    ".modelhub_state/market_intelligence.json": "33b3a98c67b4aea2f35e28f2ea69eaf46f988af8c2a6fb1a3c6a9b0d1641e618",
+    ".modelhub_state/official_capabilities.json": "895872e571c7b3c7f6608eea7feb61aa4cc75124365b63690647a9b833801769",
     ".modelhub_state/outcome_checkpoint.json": "1eb98d127eca02b41be09323863d8d5c0102cb4926b3f3e7cd1da06f2a79fcca",
     ".modelhub_state/queue_cleanup_latest.json": "95f3103fe08fd89cb5ed4eeba0bf625b08319c715c71230fc197b1fb46ab931f",
     ".modelhub_state/recent_outcomes.jsonl": "d5f3321c7c835be11fc790c6b04936eee563f577da3818cfa5dc8aa7c8332239",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "85ac19aeb8f9a0cf39cbb512fd0120f14ca40babde28cb933b14f088c24c4c83",
     "outcomes/submissions.jsonl": "0633c46b9d68775200cd1786ec8dffabc10f33f093196b56d6c0a8d829ac8f96"
   },
-  "generation": 24126,
+  "generation": 24127,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-12T23:24:12.207998+00:00",
+  "updatedAt": "2026-10-12T23:29:45.397561+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }