diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 7e114e1f1d..4328761c6b 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-13T18:05:59.148304+00:00",
+  "generatedAt": "2026-10-13T18:11:09.362963+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index a2231498d8..2cee46f02d 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-13T18:05:59.148304+00:00",
+  "catalogUpdatedAt": "2026-10-13T18:11:09.362963+00:00",
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     "text-generation"
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@@ -56,7 +56,7 @@
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   "errors": [],
-  "generatedAt": "2026-10-13T18:09:04.684511+00:00",
+  "generatedAt": "2026-10-13T18:13:32.890238+00:00",
   "gpuCatalog": {
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@@ -155,7 +155,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T18:08:32.770795+00:00"
+      "updatedAt": "2026-10-13T18:13:09.297551+00:00"
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@@ -163,7 +163,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T18:08:33.894576+00:00"
+      "updatedAt": "2026-10-13T18:13:10.372890+00:00"
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@@ -171,13 +171,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T18:08:34.176746+00:00"
+      "updatedAt": "2026-10-13T18:13:10.777679+00:00"
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       "taskTypes": [
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-      "updatedAt": "2026-10-13T18:08:34.007767+00:00"
+      "updatedAt": "2026-10-13T18:13:10.564370+00:00"
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@@ -185,14 +185,14 @@
         "text-generation",
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-      "updatedAt": "2026-10-13T18:08:33.972327+00:00"
+      "updatedAt": "2026-10-13T18:13:10.458224+00:00"
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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T18:08:34.057576+00:00"
+      "updatedAt": "2026-10-13T18:13:10.669022+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": "2026-10-13T18:08:33.852727+00:00"
+      "updatedAt": "2026-10-13T18:13:10.281824+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": "2026-10-13T18:08:33.283154+00:00"
+      "updatedAt": "2026-10-13T18:13:09.956069+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",
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-      "updatedAt": "2026-10-13T18:08:33.485167+00:00"
+      "updatedAt": "2026-10-13T18:13:10.092019+00:00"
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-      "updatedAt": "2026-10-13T18:08:33.393714+00:00"
+      "updatedAt": "2026-10-13T18:13:10.017140+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 @@
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-      "updatedAt": "2026-10-13T18:08:33.448598+00:00"
+      "updatedAt": "2026-10-13T18:13:10.062295+00:00"
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@@ -245,7 +245,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T18:08:33.249150+00:00"
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-      "updatedAt": "2026-10-13T18:08:10.951994+00:00"
+      "updatedAt": "2026-10-13T18:12:52.173680+00:00"
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-      "updatedAt": "2026-10-13T18:08:11.057650+00:00"
+      "updatedAt": "2026-10-13T18:12:52.258731+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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@@ -274,7 +274,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T18:08:13.278742+00:00"
+      "updatedAt": "2026-10-13T18:12:54.371881+00:00"
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@@ -282,13 +282,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T18:08:13.570113+00:00"
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-      "updatedAt": "2026-10-13T18:08:13.409174+00:00"
+      "updatedAt": "2026-10-13T18:12:54.563386+00:00"
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@@ -296,14 +296,14 @@
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-      "updatedAt": "2026-10-13T18:08:13.470847+00:00"
+      "updatedAt": "2026-10-13T18:12:54.655149+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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@@ -311,7 +311,7 @@
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-      "updatedAt": "2026-10-13T18:08:13.147032+00:00"
+      "updatedAt": "2026-10-13T18:12:54.276668+00:00"
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@@ -319,7 +319,14 @@
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-      "updatedAt": "2026-10-13T18:08:10.858299+00:00"
+      "updatedAt": "2026-10-13T18:12:52.265619+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/GLM-5.3-569B-EXL3-3.0bpw|2026-09-08T14:21:17+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-13T18:12:52.165146+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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@@ -327,7 +334,7 @@
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@@ -335,13 +342,13 @@
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-      "updatedAt": "2026-10-13T18:08:13.671213+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": "2026-10-13T18:08:13.447604+00:00"
+      "updatedAt": "2026-10-13T18:12:54.570224+00:00"
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-      "updatedAt": "2026-10-13T18:08:13.561303+00:00"
+      "updatedAt": "2026-10-13T18:12:54.672367+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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@@ -364,7 +371,7 @@
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-      "updatedAt": "2026-10-13T18:08:13.152528+00:00"
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@@ -372,7 +379,7 @@
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-      "updatedAt": "2026-10-13T18:08:13.264296+00:00"
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@@ -380,13 +387,13 @@
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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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-      "updatedAt": "2026-10-13T18:08:13.402517+00:00"
+      "updatedAt": "2026-10-13T18:12:54.555438+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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@@ -394,14 +401,14 @@
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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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-      "updatedAt": "2026-10-13T18:08:13.457801+00:00"
+      "updatedAt": "2026-10-13T18:12:54.664638+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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@@ -409,7 +416,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T18:08:13.151632+00:00"
+      "updatedAt": "2026-10-13T18:12:54.277069+00:00"
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@@ -417,7 +424,7 @@
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-      "updatedAt": "2026-10-13T18:08:16.459507+00:00"
+      "updatedAt": "2026-10-13T18:12:56.950607+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|Cambricon_mlu-370-x4": {
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@@ -425,13 +432,13 @@
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-      "updatedAt": "2026-10-13T18:08:16.850009+00:00"
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-      "updatedAt": "2026-10-13T18:08:16.651208+00:00"
+      "updatedAt": "2026-10-13T18:12:57.054672+00:00"
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@@ -439,14 +446,14 @@
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+      "updatedAt": "2026-10-13T18:12:56.987029+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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-      "updatedAt": "2026-10-13T18:08:16.751331+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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@@ -454,7 +461,7 @@
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-      "updatedAt": "2026-10-13T18:08:16.369612+00:00"
+      "updatedAt": "2026-10-13T18:12:56.841411+00:00"
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@@ -462,7 +469,7 @@
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-      "updatedAt": "2026-10-13T18:08:17.050939+00:00"
+      "updatedAt": "2026-10-13T18:12:57.256794+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-x4": {
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@@ -470,13 +477,13 @@
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-      "updatedAt": "2026-10-13T18:08:17.455299+00:00"
+      "updatedAt": "2026-10-13T18:12:57.549967+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": {
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-      "updatedAt": "2026-10-13T18:08:17.260502+00:00"
+      "updatedAt": "2026-10-13T18:12:57.383308+00:00"
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@@ -484,14 +491,14 @@
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+      "updatedAt": "2026-10-13T18:13:03.964249+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": "2026-10-13T18:08:26.262968+00:00"
+      "updatedAt": "2026-10-13T18:13:04.164819+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -5742,7 +5742,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T18:08:25.966422+00:00"
+      "updatedAt": "2026-10-13T18:13:03.827096+00:00"
     }
   },
   "taskTree": [
@@ -6425,6 +6425,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-13T18:05:59.148304+00:00",
+  "taskTreeUpdatedAt": "2026-10-13T18:11:09.362963+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 0b8e3b9d34..2998605613 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "736e9cd1a3f4ab4203f06f83cf72ebc6d232f74ec4c24958aed5cc8338ef0188",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "18bb32c55d0aaa18297b739621d5c5785676d4c6b0bb7ef741732a590f416933",
-    ".modelhub_state/official_capabilities.json": "e4f864068a5a90609f9a7c144ce3c74ee96462864326be1f074ef0ff110490bc",
+    ".modelhub_state/market_intelligence.json": "498299890359c2965134dbb6ffd6e01047e10ed811d5a6a70b1cde31f8324fdb",
+    ".modelhub_state/official_capabilities.json": "f003f29d7cc1f7ace3927180b2a5bf49eab8db88786d581e422f1be0f7f9ab64",
     ".modelhub_state/outcome_checkpoint.json": "72b99c109f4da34b218744b72491d71e7b9e2a4262d46131170a6be6b7bbc8ce",
     ".modelhub_state/queue_cleanup_latest.json": "a853c3ecd05b6eb13dc78028071c981c78c9adf73c9831a523b9562a8bdb1610",
     ".modelhub_state/recent_outcomes.jsonl": "d5f3321c7c835be11fc790c6b04936eee563f577da3818cfa5dc8aa7c8332239",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "c61190daec12990e8149a7b1b993278f4a82c15856d50e4082ad90990b8a513f",
     "outcomes/submissions.jsonl": "6e79616f128f8f3ecb4cb7d9263b298c930548eb7941dd6ef75a25fd8c59a80d"
   },
-  "generation": 24359,
+  "generation": 24360,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-13T18:09:05.231595+00:00",
+  "updatedAt": "2026-10-13T18:13:33.454518+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }