diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index c4583ccfb6..7789f630c2 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -461,7 +461,7 @@
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-  "generatedAt": "2026-11-01T12:37:50.272815+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index ced10abd98..7e988b7394 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-11-01T12:37:50.272815+00:00",
+  "catalogUpdatedAt": "2026-11-01T12:38:56.468021+00:00",
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-11-01T12:37:50.272815+00:00",
+  "generatedAt": "2026-11-01T12:38:59.481293+00:00",
   "gpuCatalog": {
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@@ -2558,12 +2558,6 @@
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-    "https://modelscope.cn/models/burtenshaw/nanochat|2026-09-24T18:26:51+00:00|Kunlunxin_p-800": {
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-    },
     "https://modelscope.cn/models/burtenshaw/nanochat|2026-09-24T18:26:51+00:00|MetaX_c-500": {
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@@ -2578,13 +2572,6 @@
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-    "https://modelscope.cn/models/chenyumo/moziAI-27B-MTP|2026-09-25T03:59:57+00:00|Mthreads_s4000": {
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-        "text-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-31T04:10:37.110102+00:00"
-    },
     "https://modelscope.cn/models/cpatonn-mirror/Devstral-Small-2507-AWQ-4bit|2026-10-26T15:26:38+00:00|Ascend_910-b4": {
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         "text-generation",
@@ -5607,12 +5594,6 @@
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       "updatedAt": "2026-10-31T04:10:38.025749+00:00"
     },
-    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Kunlunxin_p-800": {
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-        "text-generation"
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-      "updatedAt": "2026-10-31T04:10:37.239418+00:00"
-    },
     "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|MetaX_c-500": {
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         "feature_emb",
@@ -5669,12 +5650,6 @@
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-    "https://modelscope.cn/models/ukisai/Swift-1.5-3bit-MLX-TextOnly|2026-09-24T18:35:22+00:00|Kunlunxin_p-800": {
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-        "text-generation"
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-      "updatedAt": "2026-10-31T04:10:37.247550+00:00"
-    },
     "https://modelscope.cn/models/ukisai/Swift-1.5-3bit-MLX-TextOnly|2026-09-24T18:35:22+00:00|Sunrise_pt-200-x1": {
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         "text-generation"
@@ -5789,11 +5764,47 @@
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-    "https://modelscope.cn/models/ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF|2026-09-24T18:36:33+00:00|Kunlunxin_p-800": {
+    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-11-01T12:38:24+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-31T04:10:37.237082+00:00"
+      "updatedAt": "2026-11-01T12:38:59.481293+00:00"
+    },
+    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-11-01T12:38:24+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-11-01T12:38:59.309681+00:00"
+    },
+    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-11-01T12:38:24+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": "2026-11-01T12:38:59.444039+00:00"
+    },
+    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-11-01T12:38:24+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-11-01T12:38:59.371702+00:00"
+    },
+    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-11-01T12:38:24+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
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+      "updatedAt": "2026-11-01T12:38:59.411518+00:00"
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     "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Kunlunxin_p-800": {
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@@ -6591,6 +6602,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
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-  "taskTreeUpdatedAt": "2026-11-01T12:37:50.272815+00:00",
+  "taskTreeUpdatedAt": "2026-11-01T12:38:56.468021+00:00",
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 }
diff --git a/manifest.json b/manifest.json
index e0abad01b6..a2115dc1a8 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "75992f8fc87bd43463ad6a2225d42d2ca55bf3279439823531261e6ae705f09c",
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     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "6d2d680f67961c3d717c45d69e340428f9eb92b18bb2d26ba9e85de46efb91cc",
-    ".modelhub_state/official_capabilities.json": "3b88fd8b1ce340ab0e5ba0abab54cb0ab88a37821f2b663a28c04286fd723510",
+    ".modelhub_state/market_intelligence.json": "969716e5520cced1205d3164b6afd9b969811505779c3b50e2582e9d6a8f30dd",
+    ".modelhub_state/official_capabilities.json": "b19d5d81091ee59f92080d0cf7ea765762c0b22d269d55a052a644bb2ef97645",
     ".modelhub_state/outcome_checkpoint.json": "f9ac3f83fbdc0cb7ac7a56f19912ace45b4e7e55ec20b7757e7cf9348fc6d4fc",
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     ".modelhub_state/recovery_active_tasks.jsonl": "574290f96991607b8c35a8aea4577b47b4a58f43971b196e91385424a1929d9a",
@@ -16,9 +16,9 @@
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+  "generation": 18473,
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-  "updatedAt": "2026-11-01T12:37:53.137616+00:00",
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 }