diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 278399eda8..f81eccbff1 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -461,7 +461,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-31T14:31:14.343201+00:00",
+  "generatedAt": "2026-10-31T14:32:19.009860+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 8a96fd59ea..ba07588cb5 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-31T14:31:14.343201+00:00",
+  "catalogUpdatedAt": "2026-10-31T14:32:19.009860+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-31T14:31:14.343201+00:00",
+  "generatedAt": "2026-10-31T14:32:21.778363+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -4284,25 +4284,6 @@
       ],
       "updatedAt": "2026-10-31T04:10:31.536118+00:00"
     },
-    "https://modelscope.cn/models/mlx-community/MiMo-V2.6-Distill-Qwen-9B-OptiQ-4bit|2026-09-27T14:53:11+00:00|Iluvatar_bi-150": {
-      "taskTypes": [
-        "asr",
-        "question_answering",
-        "reinforcement_learning",
-        "text-generation",
-        "text-to-image-generation",
-        "text_classification",
-        "vision_classification",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-31T04:10:31.352654+00:00"
-    },
-    "https://modelscope.cn/models/mlx-community/MiMo-V2.6-Distill-Qwen-9B-OptiQ-4bit|2026-09-27T14:53:11+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-31T04:10:31.313584+00:00"
-    },
     "https://modelscope.cn/models/mlx-community/MiMo-V2.6-Distill-Qwen-9B-OptiQ-4bit|2026-09-27T14:53:11+00:00|MetaX_c-500": {
       "taskTypes": [
         "feature_emb",
@@ -4885,28 +4866,6 @@
       ],
       "updatedAt": "2026-10-31T04:12:37.989397+00:00"
     },
-    "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-MLX-oQ6e|2026-09-28T18:39:34+00:00|Iluvatar_bi-100": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-31T04:10:31.159942+00:00"
-    },
-    "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-MLX-oQ6e|2026-09-28T18:39:34+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-31T04:10:31.085406+00:00"
-    },
-    "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-MLX-oQ6e|2026-09-28T18:39:34+00:00|Sunrise_pt-200-x1": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-31T04:10:31.122343+00:00"
-    },
     "https://modelscope.cn/models/peculiar-ragdoll/Sharp-Spark-X2.5-4B-GGUF|2026-09-21T18:31:02+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -5676,6 +5635,48 @@
       ],
       "updatedAt": "2026-10-31T12:00:20.761414+00:00"
     },
+    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-31T14:31:52+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-31T14:32:21.778363+00:00"
+    },
+    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-31T14:31:52+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-31T14:32:21.617785+00:00"
+    },
+    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-31T14:31:52+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-31T14:32:21.745843+00:00"
+    },
+    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-31T14:31:52+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-31T14:32:21.676781+00:00"
+    },
+    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-31T14:31:52+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-31T14:32:21.711839+00:00"
+    },
     "https://modelscope.cn/models/ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF|2026-09-24T18:36:33+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
@@ -6587,6 +6588,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-31T14:31:14.343201+00:00",
+  "taskTreeUpdatedAt": "2026-10-31T14:32:19.009860+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 01ba1e3d22..af185ccac9 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "75992f8fc87bd43463ad6a2225d42d2ca55bf3279439823531261e6ae705f09c",
     ".modelhub_state/architecture_compatibility_blacklist.json": "3d151ece3030e54e4ef37eade4bc8900e1a3ad601ab8f395e0d36093dbf9f1ca",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "ecbd94e755ebeab6f2eed8603afd041da75696af777a49f294cd29175f72f5af",
-    ".modelhub_state/official_capabilities.json": "2889a09db348a084a6fec12b2e1cb323489c9072b1c6424c93850b6aa6ce2860",
+    ".modelhub_state/market_intelligence.json": "790735de92df7d73ea6c100b4c9c8dbacaa861e29aa872f789268ea0a1177fa0",
+    ".modelhub_state/official_capabilities.json": "6fa4c40e58907fa2339a102eeee213c7d3ca5528583ef83a18ad7e6f75f42d26",
     ".modelhub_state/outcome_checkpoint.json": "f9ac3f83fbdc0cb7ac7a56f19912ace45b4e7e55ec20b7757e7cf9348fc6d4fc",
     ".modelhub_state/recent_outcomes.jsonl": "904b824a052f0f4311e73435ce38c3c62019c18a202f4b1c0b84b5d795cd3bd1",
     ".modelhub_state/recovery_active_tasks.jsonl": "736f3e62795840bed5cd4330b66907b00d2c4a66c0fe7f0c15f89d020a41ec47",
@@ -16,9 +16,9 @@
     "ledger/submissions.jsonl": "0a2dc0b223e271bb989fade8903fcf6bb8bd2c407f75b4c1794df55658d7c508",
     "outcomes/submissions.jsonl": "59ad2c1a7469c3f6a1e6ffc6f160bae09030fecb5853c32891fe7dc1813fa8a5"
   },
-  "generation": 17284,
+  "generation": 17285,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-31T14:31:15.933884+00:00",
+  "updatedAt": "2026-10-31T14:32:24.538871+00:00",
   "writerId": "b60d613251844af6b43636e34287be85"
 }