diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 1bb07cdbfb..c76a49e5ac 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
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-  "generatedAt": "2026-10-13T16:35:28.055582+00:00",
+  "generatedAt": "2026-10-13T16:41:07.446528+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 9682991bb5..e69853c906 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-13T16:35:28.055582+00:00",
+  "catalogUpdatedAt": "2026-10-13T16:41:07.446528+00:00",
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-10-13T16:39:41.160011+00:00",
+  "generatedAt": "2026-10-13T16:43:31.879436+00:00",
   "gpuCatalog": {
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@@ -156,14 +156,14 @@
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         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T16:39:09.866848+00:00"
+      "updatedAt": "2026-10-13T16:43:07.191941+00:00"
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       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T16:39:09.949380+00:00"
+      "updatedAt": "2026-10-13T16:43:07.250551+00:00"
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@@ -171,7 +171,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T16:39:11.449522+00:00"
+      "updatedAt": "2026-10-13T16:43:08.206688+00:00"
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@@ -179,13 +179,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T16:39:11.761741+00:00"
+      "updatedAt": "2026-10-13T16:43:08.549115+00:00"
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       "taskTypes": [
         "text-generation"
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-      "updatedAt": "2026-10-13T16:39:11.656410+00:00"
+      "updatedAt": "2026-10-13T16:43:08.450293+00:00"
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@@ -193,14 +193,14 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T16:39:11.593609+00:00"
+      "updatedAt": "2026-10-13T16:43:08.350514+00:00"
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-      "updatedAt": "2026-10-13T16:39:11.864241+00:00"
+      "updatedAt": "2026-10-13T16:43:08.658633+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": "2026-10-13T16:39:11.558522+00:00"
+      "updatedAt": "2026-10-13T16:43:08.260023+00:00"
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@@ -216,7 +216,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T16:39:10.673832+00:00"
+      "updatedAt": "2026-10-13T16:43:07.383290+00:00"
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@@ -224,13 +224,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T16:39:11.054795+00:00"
+      "updatedAt": "2026-10-13T16:43:07.754089+00:00"
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-      "updatedAt": "2026-10-13T16:39:10.950978+00:00"
+      "updatedAt": "2026-10-13T16:43:07.654684+00:00"
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@@ -238,14 +238,14 @@
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+      "updatedAt": "2026-10-13T16:43:07.550174+00:00"
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-      "updatedAt": "2026-10-13T16:39:11.154388+00:00"
+      "updatedAt": "2026-10-13T16:43:07.859480+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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@@ -253,7 +253,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T16:39:10.763096+00:00"
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@@ -261,36 +261,20 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T16:38:47.150301+00:00"
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-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-13T16:38:46.955261+00:00"
+      "updatedAt": "2026-10-13T16:42:49.748120+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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-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-13T16:38:46.861834+00:00"
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@@ -298,7 +282,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T16:38:49.748129+00:00"
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@@ -306,13 +290,13 @@
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-      "updatedAt": "2026-10-13T16:38:50.062354+00:00"
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-      "updatedAt": "2026-10-13T16:38:49.966106+00:00"
+      "updatedAt": "2026-10-13T16:42:52.062910+00:00"
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-      "updatedAt": "2026-10-13T16:38:50.165713+00:00"
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@@ -335,14 +319,36 @@
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-      "updatedAt": "2026-10-13T16:38:49.785830+00:00"
+      "updatedAt": "2026-10-13T16:42:51.877844+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/GLM-5.3-569B-EXL3-3.0bpw|2026-09-08T14:21:17+00:00|Cambricon_mlu-370-x8": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-13T16:42:49.953769+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/GLM-5.3-569B-EXL3-3.0bpw|2026-09-08T14:21:17+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-13T16:42:49.854172+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/GLM-5.3-569B-EXL3-3.0bpw|2026-09-08T14:21:17+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-13T16:42:49.762578+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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@@ -350,7 +356,7 @@
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-      "updatedAt": "2026-10-13T16:38:49.749220+00:00"
+      "updatedAt": "2026-10-13T16:42:51.772524+00:00"
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@@ -358,13 +364,13 @@
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-      "updatedAt": "2026-10-13T16:38:50.055867+00:00"
+      "updatedAt": "2026-10-13T16:42:52.050255+00:00"
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-      "updatedAt": "2026-10-13T16:38:50.152972+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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@@ -387,7 +393,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T16:38:49.850036+00:00"
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@@ -395,7 +401,7 @@
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-      "updatedAt": "2026-10-13T16:38:49.747049+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-x8": {
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@@ -403,13 +409,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T16:38:50.035105+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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-      "updatedAt": "2026-10-13T16:38:50.000142+00:00"
+      "updatedAt": "2026-10-13T16:42:52.056637+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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     "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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@@ -432,7 +438,7 @@
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-      "updatedAt": "2026-10-13T16:38:49.870261+00:00"
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@@ -440,7 +446,7 @@
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-      "updatedAt": "2026-10-13T16:38:52.897038+00:00"
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@@ -448,13 +454,13 @@
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-      "updatedAt": "2026-10-13T16:38:53.248474+00:00"
+      "updatedAt": "2026-10-13T16:42:54.758264+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": "2026-10-13T16:38:53.155872+00:00"
+      "updatedAt": "2026-10-13T16:42:54.697607+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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@@ -462,14 +468,14 @@
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+      "updatedAt": "2026-10-13T16:42:54.651803+00:00"
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-      "updatedAt": "2026-10-13T16:38:53.282811+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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@@ -477,7 +483,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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@@ -485,7 +491,7 @@
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Kunlunxin_p-800": {
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         "text-generation"
       ],
-      "updatedAt": "2026-10-13T16:39:02.896443+00:00"
+      "updatedAt": "2026-10-13T16:43:01.562366+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5725,14 +5724,14 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T16:39:02.867670+00:00"
+      "updatedAt": "2026-10-13T16:43:01.480090+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": "2026-10-13T16:39:03.055669+00:00"
+      "updatedAt": "2026-10-13T16:43:01.622564+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 +5739,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T16:39:02.654351+00:00"
+      "updatedAt": "2026-10-13T16:43:01.449322+00:00"
     }
   },
   "taskTree": [
@@ -6423,6 +6422,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-13T16:35:28.055582+00:00",
+  "taskTreeUpdatedAt": "2026-10-13T16:41:07.446528+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 009c800860..0031b1a132 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "07674e8be9d08a1e63f638ea139f5a20e4cc0fb62de090eb52c3a90450bea7f9",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "78d512b0ed62a122bf576834f87640bf10200ccbbcab1bbf806e607dde15ff1e",
-    ".modelhub_state/official_capabilities.json": "699ea06b4803a913876ba10eab76e50bba02ce1ab6880559cf2444c0ebd3f174",
+    ".modelhub_state/market_intelligence.json": "3eba022a95c9dca174e6327d877ba551ec6027b9d72f476ad0cd64ab167874d3",
+    ".modelhub_state/official_capabilities.json": "cc318a1f4a1df6eede34e155cc041ad6a57bb983fcad447eda0581e0f4e371b9",
     ".modelhub_state/outcome_checkpoint.json": "201b45fc9246f78dc540bfd7007b41c6696f051119716f4d7dde9dc0620b6a01",
     ".modelhub_state/queue_cleanup_latest.json": "a853c3ecd05b6eb13dc78028071c981c78c9adf73c9831a523b9562a8bdb1610",
     ".modelhub_state/recent_outcomes.jsonl": "d5f3321c7c835be11fc790c6b04936eee563f577da3818cfa5dc8aa7c8332239",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "5aa6a7475a0815c610d11728716af0f3efd941c07410c4384e3e29c8d4cb0b60",
     "outcomes/submissions.jsonl": "e7f7de7a032630d95c01968718a27c4dde5289596bab9afc42d1269535f209a6"
   },
-  "generation": 24341,
+  "generation": 24342,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-13T16:41:03.779614+00:00",
+  "updatedAt": "2026-10-13T16:43:32.439475+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }