diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 7f099b6a66..308e03db33 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-14T19:20:22.632344+00:00",
+  "generatedAt": "2026-10-14T19:24:12.268002+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 820922a918..f33cf20abc 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-14T19:20:22.632344+00:00",
+  "catalogUpdatedAt": "2026-10-14T19:24:12.268002+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-14T19:22:23.851236+00:00",
+  "generatedAt": "2026-10-14T19:24:13.270333+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -1204,14 +1204,6 @@
       ],
       "updatedAt": "2026-10-14T16:11:34.806036+00:00"
     },
-    "https://modelscope.cn/models/OpenBMB/MiniCPM-V-4.7-35B-A3B-DSpark|2026-10-12T18:20:45+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-14T16:08:58.068255+00:00"
-    },
     "https://modelscope.cn/models/OsaurusAI/Naive-N0.5-Flash-JANGH2|2026-10-14T14:49:53+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -3294,6 +3286,12 @@
       ],
       "updatedAt": "2026-10-14T17:48:02.947549+00:00"
     },
+    "https://modelscope.cn/models/lightonai/colgrep-agent-2B-GGUF|2026-10-12T19:03:52+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-14T19:24:13.220850+00:00"
+    },
     "https://modelscope.cn/models/lightonai/colgrep-agent-2B-GGUF|2026-10-12T19:03:52+00:00|MetaX_c-500": {
       "taskTypes": [
         "feature_emb",
@@ -3996,14 +3994,6 @@
       ],
       "updatedAt": "2026-10-14T18:46:12.562595+00:00"
     },
-    "https://modelscope.cn/models/onnx-community/LFM2-2.6B-ONNX|2026-10-12T17:06:56+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-14T16:08:58.075863+00:00"
-    },
     "https://modelscope.cn/models/onnx-community/LFM2-2.6B-ONNX|2026-10-12T17:06:56+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
@@ -4011,14 +4001,6 @@
       ],
       "updatedAt": "2026-10-14T16:11:34.807553+00:00"
     },
-    "https://modelscope.cn/models/onnx-community/LFM2-2.6B-ONNX|2026-10-12T17:06:56+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-14T16:08:58.151509+00:00"
-    },
     "https://modelscope.cn/models/onnx-community/LFM2-350M-ONNX|2026-10-12T16:50:04+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -4088,6 +4070,14 @@
       ],
       "updatedAt": "2026-10-14T16:11:34.805628+00:00"
     },
+    "https://modelscope.cn/models/onnx-community/Qwen2.5-0.5B-Instruct-ONNX-GQA|2026-10-12T17:07:25+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-14T19:24:13.270008+00:00"
+    },
     "https://modelscope.cn/models/onnx-community/Qwen2.5-0.5B-Instruct|2026-10-12T16:07:53+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -4249,6 +4239,14 @@
       ],
       "updatedAt": "2026-10-14T18:46:12.391281+00:00"
     },
+    "https://modelscope.cn/models/onnx-community/Qwen2.5-Coder-1.5B-Instruct|2026-10-12T17:12:58+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-14T19:24:13.232471+00:00"
+    },
     "https://modelscope.cn/models/onnx-community/Qwen2.5-Coder-1.5B-Instruct|2026-10-12T17:12:58+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
@@ -4262,7 +4260,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-14T16:08:58.075415+00:00"
+      "updatedAt": "2026-10-14T19:24:13.270333+00:00"
     },
     "https://modelscope.cn/models/onnx-community/Qwen2.5-Coder-3B-Instruct|2026-10-12T15:58:41+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -6524,6 +6522,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-14T19:20:22.632344+00:00",
+  "taskTreeUpdatedAt": "2026-10-14T19:24:12.268002+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index e1dd75c9ff..0bd96e9c3b 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "7f01ee3ab4f539c81ec30d195c4bb5aa5eac251676e15f51db4c95fd9d2a61b7",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "251b2a8aeab73e383f4d8daba8b89b8760d12df4dce9dd1fee090fa00f9d10a9",
-    ".modelhub_state/official_capabilities.json": "c93d8af6a7a53902119caa782f9640ae154b8c70bbc2e76675f90081aaab9c48",
+    ".modelhub_state/market_intelligence.json": "eb5acdc27a67d0860b4f40f87cc2e80e33134b5d190f24ec831ba88c9ca26238",
+    ".modelhub_state/official_capabilities.json": "4d5f34ac04292e3edeb77d6a03de04ee6f0aa6f1c5a1203432617a104a37c749",
     ".modelhub_state/outcome_checkpoint.json": "54385a45a37de6597136200a97a1171024657c388d983325d260c9455931618b",
     ".modelhub_state/queue_cleanup_latest.json": "e6c4f01001342299d0988a2e3453931cd1627e3d2ebd37b7f15b0cdd6e033a80",
     ".modelhub_state/recent_outcomes.jsonl": "530c3f3f681469cb91364456a0b40c6fcc13b4df04b6e2659e523f96bbbc2ce5",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "ee832f419aa022f7e2e432e31b205cad9dd10ac41c12546c79183f59c9eb6773",
     "outcomes/submissions.jsonl": "8537362101c3da944f609906500805c9c3db22ef8c5bf1ed1ec456d392cd937e"
   },
-  "generation": 24969,
+  "generation": 24970,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-14T19:22:34.967270+00:00",
+  "updatedAt": "2026-10-14T19:24:13.857359+00:00",
   "writerId": "9b5b3ed8772344608455c7e3b71f5c9f"
 }