diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 8705298ca4..15fafc7368 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -434,7 +434,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 06d64ac45d..e1219b5a37 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
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@@ -1159,6 +1159,13 @@
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@@ -3384,6 +3274,22 @@
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+    },
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@@ -3429,6 +3335,29 @@
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@@ -3474,6 +3403,13 @@
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@@ -3639,6 +3575,22 @@
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+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|Ascend_910-b3": {
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+      "updatedAt": "2026-10-04T19:07:58.187841+00:00"
+    },
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|Ascend_910-b4": {
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+        "text-generation",
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+      "updatedAt": "2026-10-04T19:07:57.719918+00:00"
+    },
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@@ -3684,6 +3636,13 @@
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+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-09-28T09:46:06+00:00|Mthreads_s4000": {
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+    },
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@@ -3772,6 +3722,22 @@
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       "updatedAt": "2026-10-04T18:47:11.450967+00:00"
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+    "https://modelscope.cn/models/facebook/OMol25|2026-09-28T12:17:36+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:57.850444+00:00"
+    },
+    "https://modelscope.cn/models/facebook/OMol25|2026-09-28T12:17:36+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-04T19:07:57.719730+00:00"
+    },
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@@ -3797,6 +3763,13 @@
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       "updatedAt": "2026-10-04T11:15:51.857526+00:00"
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+    "https://modelscope.cn/models/facebook/OMol25|2026-09-28T12:17:36+00:00|Mthreads_s4000": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-04T19:07:57.767563+00:00"
+    },
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@@ -4140,6 +4077,22 @@
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       "updatedAt": "2026-10-04T18:47:11.640305+00:00"
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+    "https://modelscope.cn/models/iyangqing/st-image|2026-09-29T10:26:37+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:57.472389+00:00"
+    },
+    "https://modelscope.cn/models/iyangqing/st-image|2026-09-29T10:26:37+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:57.366102+00:00"
+    },
     "https://modelscope.cn/models/iyangqing/st-image|2026-09-29T10:26:37+00:00|Biren_166m": {
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@@ -4185,6 +4138,13 @@
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       "updatedAt": "2026-10-04T11:15:50.708511+00:00"
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+    "https://modelscope.cn/models/iyangqing/st-image|2026-09-29T10:26:37+00:00|Mthreads_s4000": {
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+    },
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@@ -4230,6 +4190,22 @@
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+    "https://modelscope.cn/models/juspay/Kwaipilot-KAT-Dev-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:43:48+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:59.855147+00:00"
+    },
+    "https://modelscope.cn/models/juspay/Kwaipilot-KAT-Dev-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:43:48+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:59.735860+00:00"
+    },
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@@ -4275,6 +4251,29 @@
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       "updatedAt": "2026-10-04T11:15:55.681728+00:00"
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+    "https://modelscope.cn/models/juspay/Kwaipilot-KAT-Dev-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:43:48+00:00|Mthreads_s4000": {
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+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:59.791029+00:00"
+    },
+    "https://modelscope.cn/models/juspay/Qwen2.5-Coder-32B-Instruct-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:41:11+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:59.874846+00:00"
+    },
+    "https://modelscope.cn/models/juspay/Qwen2.5-Coder-32B-Instruct-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:41:11+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:59.736055+00:00"
+    },
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@@ -4320,6 +4319,13 @@
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       "updatedAt": "2026-10-04T11:15:55.748753+00:00"
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+    "https://modelscope.cn/models/juspay/Qwen2.5-Coder-32B-Instruct-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:41:11+00:00|Mthreads_s4000": {
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+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:59.791060+00:00"
+    },
     "https://modelscope.cn/models/laion/GLM-4.6-stackexchange-overflow-sandboxes-32eps-65k-reasoning_global-batch-size_32_Qwen3-32B|2026-09-09T17:06:17+00:00|Ascend_910-b3": {
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@@ -4432,15 +4438,6 @@
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@@ -4497,12 +4494,6 @@
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@@ -4580,6 +4571,13 @@
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       "updatedAt": "2026-10-04T11:07:25.334607+00:00"
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+    "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Instruct-6bit|2026-09-30T17:45:40+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:57.115556+00:00"
+    },
     "https://modelscope.cn/models/montherland/matherple|2026-09-30T03:46:33+00:00|Ascend_910-b3": {
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@@ -4686,15 +4684,6 @@
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@@ -4801,7 +4790,23 @@
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-      "updatedAt": "2026-10-04T11:00:43.155149+00:00"
+      "updatedAt": "2026-10-04T19:08:06.007155+00:00"
+    },
+    "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF|2026-09-28T18:36:57+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:58.180813+00:00"
+    },
+    "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF|2026-09-28T18:36:57+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-04T19:07:57.719001+00:00"
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@@ -4848,13 +4853,20 @@
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+    "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF|2026-09-28T18:36:57+00:00|Mthreads_s4000": {
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+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:57.751278+00:00"
+    },
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@@ -4862,7 +4874,7 @@
         "text-to-image-generation",
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@@ -4914,7 +4926,7 @@
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@@ -5008,7 +5020,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-04T11:00:25.853408+00:00"
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     "https://modelscope.cn/models/prithivMLmods/APUS-OpenJev-v1-4B-GGUF|2026-09-22T18:59:12+00:00|Ascend_910-b4": {
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@@ -5016,7 +5028,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-04T11:00:25.783648+00:00"
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     "https://modelscope.cn/models/prithivMLmods/APUS-OpenJev-v1-4B-GGUF|2026-09-22T18:59:12+00:00|Biren_166m": {
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@@ -5052,7 +5064,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-04T11:00:25.957683+00:00"
+      "updatedAt": "2026-10-04T19:08:00.370414+00:00"
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     "https://modelscope.cn/models/prithivMLmods/APUS-OpenJev-v1-9B-GGUF|2026-09-22T19:00:33+00:00|Kunlunxin_p-800": {
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@@ -5080,6 +5092,22 @@
       ],
       "updatedAt": "2026-10-04T18:39:45.353491+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/JSBAI-Coder-4B-GGUF|2026-09-26T14:36:02+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:58.659374+00:00"
+    },
+    "https://modelscope.cn/models/prithivMLmods/JSBAI-Coder-4B-GGUF|2026-09-26T14:36:02+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:58.471552+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/JSBAI-Coder-4B-GGUF|2026-09-26T14:36:02+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
@@ -5109,6 +5137,13 @@
       ],
       "updatedAt": "2026-10-04T11:15:53.358271+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/JSBAI-Coder-4B-GGUF|2026-09-26T14:36:02+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:58.562845+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/NeoHorse-1-4B-GGUF|2026-09-09T07:23:33+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
@@ -5153,7 +5188,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-04T11:00:27.154796+00:00"
+      "updatedAt": "2026-10-04T19:08:00.439694+00:00"
     },
     "https://modelscope.cn/models/prithivMLmods/Qwen-Image-2.1-PE-T2I-GGUF|2026-09-20T18:32:08+00:00|Biren_166m": {
       "taskTypes": [
@@ -5175,6 +5210,22 @@
       ],
       "updatedAt": "2026-10-04T11:15:57.655049+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:59.455856+00:00"
+    },
+    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:59.337325+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
@@ -5204,6 +5255,13 @@
       ],
       "updatedAt": "2026-10-04T11:15:54.881368+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:59.370367+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/blink-mimo-9b-GGUF|2026-09-25T18:56:15+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
@@ -5290,6 +5348,22 @@
       ],
       "updatedAt": "2026-10-04T19:05:24.954074+00:00"
     },
+    "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:59.098370+00:00"
+    },
+    "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:58.949298+00:00"
+    },
     "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
@@ -5335,6 +5409,13 @@
       ],
       "updatedAt": "2026-10-04T11:15:54.683203+00:00"
     },
+    "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-04T19:07:59.063171+00:00"
+    },
     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
@@ -5357,15 +5438,6 @@
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       "updatedAt": "2026-10-04T11:11:41.124700+00:00"
     },
-    "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-04T11:00:42.446711+00:00"
-    },
     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
@@ -5402,15 +5474,6 @@
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       "updatedAt": "2026-10-04T11:11:41.133331+00:00"
     },
-    "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-04T11:00:42.542240+00:00"
-    },
     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
@@ -5447,15 +5510,6 @@
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       "updatedAt": "2026-10-04T11:11:41.114022+00:00"
     },
-    "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Iluvatar_mrv-100": {
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-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-04T11:00:42.396156+00:00"
-    },
     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
@@ -5492,15 +5546,6 @@
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       "updatedAt": "2026-10-04T11:11:40.838538+00:00"
     },
-    "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-04T11:00:42.195267+00:00"
-    },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
@@ -5537,15 +5582,6 @@
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       "updatedAt": "2026-10-04T11:11:40.842359+00:00"
     },
-    "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-04T11:00:42.256249+00:00"
-    },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
@@ -5656,15 +5692,6 @@
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       "updatedAt": "2026-10-04T11:11:41.348439+00:00"
     },
-    "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-04T11:00:42.643497+00:00"
-    },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
@@ -6378,6 +6405,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-04T19:05:09.364794+00:00",
+  "taskTreeUpdatedAt": "2026-10-04T19:07:54.055490+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index ce81f6bef3..912bc01e3a 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "3dcb896baf996b7658e680e212b95e2a26d434d8bb71deb5e0290dccf97dd110",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "e6de28a99f8fa1f2a71c23bda7aa30e94a42c121d1f5e0310dcf08aab76a75a4",
-    ".modelhub_state/official_capabilities.json": "7a13ec4349bd6a00771ea9f3c10c161e16312c205068ab038011c0e925b1b395",
+    ".modelhub_state/market_intelligence.json": "20b1437ea777f2dc910253be7016035207aff4a45598bd492463302de945a9a3",
+    ".modelhub_state/official_capabilities.json": "1de4499595996609bdb0622613b8db9809b15fcd492ddf937d424e7b8e18224f",
     ".modelhub_state/outcome_checkpoint.json": "34d1f940aef2187433e63e671b1a49e59a26d3ee1537ce8efae48a78e8028ddc",
     ".modelhub_state/queue_cleanup_latest.json": "ec46a79460084d2e9c115ffcb729d6af492c411abe9a039d33ed73d895f9a9f6",
     ".modelhub_state/recent_outcomes.jsonl": "74684e0cb636f08121ef1ea1446e52ebb2f1891266683fdcded66873c8d76476",
@@ -17,9 +17,9 @@
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     "outcomes/submissions.jsonl": "bf2c81a6a2a76f70f8390012442de8069fc7079e1402076a26597c06e0ffa3c0"
   },
-  "generation": 20544,
+  "generation": 20545,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-04T19:05:31.912491+00:00",
+  "updatedAt": "2026-10-04T19:08:06.279859+00:00",
   "writerId": "2a476b5b64aa45219c00032efc0102bb"
 }