diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 4330e16f15..6fd1d8a1b1 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
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-  "generatedAt": "2026-10-13T17:35:23.667214+00:00",
+  "generatedAt": "2026-10-13T17:40:30.868299+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 81a13bbb28..3b05f2d658 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-13T17:35:23.667214+00:00",
+  "catalogUpdatedAt": "2026-10-13T17:40:30.868299+00:00",
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@@ -56,7 +56,7 @@
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-  "generatedAt": "2026-10-13T17:38:27.851523+00:00",
+  "generatedAt": "2026-10-13T17:42:50.077765+00:00",
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@@ -156,14 +156,14 @@
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         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T17:37:55.467240+00:00"
+      "updatedAt": "2026-10-13T17:42:28.270540+00:00"
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T17:37:55.352166+00:00"
+      "updatedAt": "2026-10-13T17:42:28.213410+00:00"
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@@ -171,7 +171,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T17:37:56.948557+00:00"
+      "updatedAt": "2026-10-13T17:42:29.357274+00:00"
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@@ -179,13 +179,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T17:37:57.185616+00:00"
+      "updatedAt": "2026-10-13T17:42:29.652960+00:00"
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       "taskTypes": [
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-      "updatedAt": "2026-10-13T17:37:57.055072+00:00"
+      "updatedAt": "2026-10-13T17:42:29.493029+00:00"
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@@ -193,14 +193,14 @@
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-      "updatedAt": "2026-10-13T17:37:56.983524+00:00"
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-      "updatedAt": "2026-10-13T17:37:57.157884+00:00"
+      "updatedAt": "2026-10-13T17:42:29.567087+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"
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-      "updatedAt": "2026-10-13T17:37:56.842002+00:00"
+      "updatedAt": "2026-10-13T17:42:29.313301+00:00"
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@@ -216,7 +216,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T17:37:55.876470+00:00"
+      "updatedAt": "2026-10-13T17:42:28.989250+00:00"
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@@ -224,13 +224,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T17:37:56.053414+00:00"
+      "updatedAt": "2026-10-13T17:42:29.350486+00:00"
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-      "updatedAt": "2026-10-13T17:37:55.980056+00:00"
+      "updatedAt": "2026-10-13T17:42:29.149887+00:00"
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@@ -238,14 +238,14 @@
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-      "updatedAt": "2026-10-13T17:37:56.006832+00:00"
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-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-13T17:37:30.272936+00:00"
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@@ -269,28 +261,20 @@
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-      "updatedAt": "2026-10-13T17:37:30.581170+00:00"
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-    },
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-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-13T17:37:30.358207+00:00"
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-      "updatedAt": "2026-10-13T17:37:34.059975+00:00"
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-      "updatedAt": "2026-10-13T17:37:34.112216+00:00"
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-      "updatedAt": "2026-10-13T17:37:33.849626+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": "2026-10-13T17:42:11.350336+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": "2026-10-13T17:42:11.263284+00:00"
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@@ -366,13 +364,13 @@
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-      "updatedAt": "2026-10-13T17:37:34.270051+00:00"
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@@ -395,7 +393,7 @@
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-      "updatedAt": "2026-10-13T17:37:33.852369+00:00"
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-      "updatedAt": "2026-10-13T17:37:33.882206+00:00"
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@@ -411,13 +409,13 @@
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-      "updatedAt": "2026-10-13T17:37:34.103556+00:00"
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-      "updatedAt": "2026-10-13T17:37:34.002785+00:00"
+      "updatedAt": "2026-10-13T17:42:13.873959+00:00"
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@@ -448,7 +446,7 @@
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@@ -456,13 +454,13 @@
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-      "updatedAt": "2026-10-13T17:37:37.951466+00:00"
+      "updatedAt": "2026-10-13T17:42:16.065428+00:00"
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@@ -470,14 +468,14 @@
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@@ -485,7 +483,7 @@
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+      "updatedAt": "2026-10-13T17:42:22.855025+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5726,14 +5724,14 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T17:37:48.558342+00:00"
+      "updatedAt": "2026-10-13T17:42:22.762484+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": "2026-10-13T17:37:48.748061+00:00"
+      "updatedAt": "2026-10-13T17:42:22.974999+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -5741,7 +5739,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T17:37:48.350104+00:00"
+      "updatedAt": "2026-10-13T17:42:22.572324+00:00"
     }
   },
   "taskTree": [
@@ -6424,6 +6422,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-13T17:35:23.667214+00:00",
+  "taskTreeUpdatedAt": "2026-10-13T17:40:30.868299+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 398f04cbb0..865e091c19 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "9b3a9c2bb499e82d355331c35be32be0491fe9fefba98e9565cbf2bce2c09c69",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "7f27cf76dc3570c5895bb308288199fac640b95869fd2df370203203b3363d93",
-    ".modelhub_state/official_capabilities.json": "2a10cf3e552d0713c981791f18dfa2eb08bf36b31d6624db181f170f25f80dbb",
+    ".modelhub_state/market_intelligence.json": "5cda1d0791ce0b14eab8e86ea7dcb4cdb2388be8ffd8e73f1bef238265965630",
+    ".modelhub_state/official_capabilities.json": "71882fad146d06dc9b724ad78a9f57593434c004384e2d2603a5a98e67e7b2bb",
     ".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": "5aa6a7475a0815c610d11728716af0f3efd941c07410c4384e3e29c8d4cb0b60",
     "outcomes/submissions.jsonl": "83a61a04e43eac3f52c09907611b863db8e7e67e4dffe621de0064754c4c77c3"
   },
-  "generation": 24353,
+  "generation": 24354,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-13T17:38:28.430546+00:00",
+  "updatedAt": "2026-10-13T17:42:50.481500+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }