diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index fcf8248cc..f155cf1d7 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -425,121 +425,121 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 9464f6082..6873001cf 100644
--- a/.modelhub_state/official_capabilities.json
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@@ -1,5 +1,5 @@
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@@ -56,7 +56,7 @@
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@@ -180,6 +180,12 @@
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@@ -2644,6 +2493,12 @@
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+    "https://modelscope.cn/models/aucaCQS/Spark-X2.5-4B-Coder-Flash|2026-09-20T11:34:53+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-09-20T15:58:51.670090+00:00"
+    },
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@@ -2721,6 +2576,12 @@
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       "updatedAt": "2026-09-20T15:17:06.545397+00:00"
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+    "https://modelscope.cn/models/chenqi2026/7a-8elite|2026-09-16T14:30:58+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-09-20T15:58:52.064731+00:00"
+    },
     "https://modelscope.cn/models/chenqi2026/7a-8elite|2026-09-16T14:30:58+00:00|Vastai_va16": {
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@@ -2808,6 +2669,12 @@
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+    "https://modelscope.cn/models/dealignai/Bonsai-2-27B-1bit-CRACK-GGUF|2026-09-18T13:05:43+00:00|Sunrise_pt-200-x1": {
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@@ -2903,6 +2770,12 @@
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+    "https://modelscope.cn/models/dealignai/Bonsai-2-27B-Ternary-CRACK-GGUF|2026-09-18T14:52:28+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-09-20T15:58:51.821085+00:00"
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     "https://modelscope.cn/models/dealignai/Bonsai-2-27B-Ternary-CRACK-GGUF|2026-09-18T14:52:28+00:00|Vastai_va16": {
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@@ -3004,6 +2871,12 @@
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       "updatedAt": "2026-09-20T15:17:10.685955+00:00"
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+    "https://modelscope.cn/models/facebook/OMol25|2026-09-14T12:19:33+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-09-20T15:58:52.933699+00:00"
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@@ -3144,6 +2972,12 @@
       ],
       "updatedAt": "2026-09-20T15:17:11.116761+00:00"
     },
+    "https://modelscope.cn/models/icychick/Qwen3.5-text-0.8B-GGUF|2026-09-14T05:41:13+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-09-20T15:58:53.010253+00:00"
+    },
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@@ -3266,6 +3100,12 @@
       ],
       "updatedAt": "2026-09-20T15:16:59.877612+00:00"
     },
+    "https://modelscope.cn/models/iyangqing/st-image|2026-09-20T08:37:04+00:00|Sunrise_pt-200-x1": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:58:51.728579+00:00"
+    },
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@@ -3314,6 +3154,12 @@
       ],
       "updatedAt": "2026-09-20T15:17:05.580641+00:00"
     },
+    "https://modelscope.cn/models/mlx-community/Devstral-Small-2-24B-Instruct-2512-OptiQ-4bit|2026-09-16T17:02:01+00:00|Sunrise_pt-200-x1": {
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+      ],
+      "updatedAt": "2026-09-20T15:58:52.002820+00:00"
+    },
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@@ -3356,6 +3202,12 @@
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       "updatedAt": "2026-09-20T15:17:08.360854+00:00"
     },
+    "https://modelscope.cn/models/mlx-community/KAT-Coder-V2.5-Dev-OptiQ-4bit|2026-09-15T15:08:08+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-09-20T15:58:52.811743+00:00"
+    },
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@@ -3388,6 +3240,12 @@
       ],
       "updatedAt": "2026-09-20T15:17:05.579358+00:00"
     },
+    "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Instruct-4bit|2026-09-16T17:13:44+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-09-20T15:58:52.001710+00:00"
+    },
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@@ -3396,6 +3254,12 @@
       ],
       "updatedAt": "2026-09-20T15:17:06.514508+00:00"
     },
+    "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Thinking-6bit|2026-09-16T17:07:54+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
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+      ],
+      "updatedAt": "2026-09-20T15:58:52.002561+00:00"
+    },
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@@ -3403,6 +3267,12 @@
       ],
       "updatedAt": "2026-09-20T15:17:05.578801+00:00"
     },
+    "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Thinking-8bit|2026-09-16T17:28:41+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
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+      ],
+      "updatedAt": "2026-09-20T15:58:52.001221+00:00"
+    },
     "https://modelscope.cn/models/mlx-community/Ornith-1.0-35B-OptiQ-4bit-REAP-19B|2026-09-15T15:24:01+00:00|MetaX_c-500": {
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@@ -3482,6 +3352,12 @@
       ],
       "updatedAt": "2026-09-20T15:17:09.635828+00:00"
     },
+    "https://modelscope.cn/models/mlx-community/Qwen3.5-122B-A10B-OptiQ-2bit-REAP-63B|2026-09-15T14:57:59+00:00|Sunrise_pt-200-x1": {
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+      ],
+      "updatedAt": "2026-09-20T15:58:52.869397+00:00"
+    },
     "https://modelscope.cn/models/mlx-community/Qwen3.5-122B-A10B-OptiQ-2bit-REAP-63B|2026-09-15T14:57:59+00:00|Vastai_va16": {
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@@ -3496,33 +3372,6 @@
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-    "https://modelscope.cn/models/mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B|2026-08-28T09:38:42+00:00|hygon_k100-ai": {
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@@ -3565,6 +3414,12 @@
       ],
       "updatedAt": "2026-09-20T15:17:08.309512+00:00"
     },
+    "https://modelscope.cn/models/mlx-community/XYZ-Aquila-mini-OptiQ-4bit|2026-09-15T15:10:12+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:58:52.809578+00:00"
+    },
     "https://modelscope.cn/models/mlx-community/XYZ-Aquila-mini-OptiQ-4bit|2026-09-15T15:10:12+00:00|hygon_k100-ai": {
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@@ -3594,6 +3449,12 @@
       ],
       "updatedAt": "2026-09-20T15:17:09.380477+00:00"
     },
+    "https://modelscope.cn/models/mlx-community/gemma-4-12B-it-qat-OptiQ-4bit|2026-09-15T14:59:20+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:58:52.869028+00:00"
+    },
     "https://modelscope.cn/models/mlx-community/gemma-4-26B-A4B-it-qat-OptiQ-4bit|2026-09-15T15:01:23+00:00|Biren_166m": {
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@@ -3607,6 +3468,12 @@
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       "updatedAt": "2026-09-20T15:17:09.227098+00:00"
     },
+    "https://modelscope.cn/models/mlx-community/gemma-4-26B-A4B-it-qat-OptiQ-4bit|2026-09-15T15:01:23+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:58:52.814007+00:00"
+    },
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@@ -3620,6 +3487,12 @@
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       "updatedAt": "2026-09-20T15:17:02.520500+00:00"
     },
+    "https://modelscope.cn/models/mlx-community/gemma-4-31B-it-qat-OptiQ-4bit|2026-09-17T15:15:04+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:58:51.878227+00:00"
+    },
     "https://modelscope.cn/models/mlx-community/gemma-4-e2b-it-OptiQ-4bit|2026-09-14T19:46:18+00:00|Ascend_910-b4": {
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@@ -3641,6 +3514,12 @@
       ],
       "updatedAt": "2026-09-20T15:17:10.249684+00:00"
     },
+    "https://modelscope.cn/models/mlx-community/gemma-4-e2b-it-OptiQ-4bit|2026-09-14T19:46:18+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:58:52.933358+00:00"
+    },
     "https://modelscope.cn/models/mlx-community/gemma-4-e2b-it-qat-OptiQ-4bit|2026-09-15T15:11:14+00:00|Ascend_910-b3": {
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@@ -3662,6 +3541,12 @@
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       "updatedAt": "2026-09-20T15:17:08.353619+00:00"
     },
+    "https://modelscope.cn/models/mlx-community/gemma-4-e2b-it-qat-OptiQ-4bit|2026-09-15T15:11:14+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:58:52.809318+00:00"
+    },
     "https://modelscope.cn/models/mlx-community/gemma-4-e4b-it-OptiQ-4bit|2026-09-14T19:52:04+00:00|Ascend_910-b4": {
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@@ -3683,6 +3568,12 @@
       ],
       "updatedAt": "2026-09-20T15:17:10.103975+00:00"
     },
+    "https://modelscope.cn/models/mlx-community/gemma-4-e4b-it-OptiQ-4bit|2026-09-14T19:52:04+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:58:52.869253+00:00"
+    },
     "https://modelscope.cn/models/neuralmagic/Llama-2-7b-chat-quantized.w8a8|2026-08-24T20:09:59+00:00|Biren_166m": {
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@@ -5122,6 +5013,12 @@
       ],
       "updatedAt": "2026-09-20T15:17:02.197730+00:00"
     },
+    "https://modelscope.cn/models/prism-ml/Ternary-Bonsai-2-27B-gguf-dev|2026-09-18T05:30:35+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:58:51.823178+00:00"
+    },
     "https://modelscope.cn/models/prism-ml/Ternary-Bonsai-2-27B-gguf-dev|2026-09-18T05:30:35+00:00|Vastai_va16": {
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@@ -5154,6 +5051,12 @@
       ],
       "updatedAt": "2026-09-20T15:17:09.678066+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/CEERS-2112-14B-Instruct|2026-09-14T20:26:18+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:58:52.868945+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/CEERS-2112-14B-Instruct|2026-09-14T20:26:18+00:00|hygon_k100-ai": {
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@@ -5205,6 +5108,12 @@
       ],
       "updatedAt": "2026-09-20T15:17:02.418547+00:00"
     },
+    "https://modelscope.cn/models/rengensheng/Ternary-Bonsai-2-27B-gguf|2026-09-18T03:00:42+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:58:51.876968+00:00"
+    },
     "https://modelscope.cn/models/rengensheng/Ternary-Bonsai-2-27B-gguf|2026-09-18T03:00:42+00:00|Vastai_va16": {
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@@ -5223,6 +5132,12 @@
       ],
       "updatedAt": "2026-09-20T15:16:59.724689+00:00"
     },
+    "https://modelscope.cn/models/solidrust/Llama-3-11B-Instruct-v0.1-AWQ|2026-09-20T14:50:03+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:58:51.615812+00:00"
+    },
     "https://modelscope.cn/models/solidrust/Llama-3-13B-Instruct-v0.1-AWQ|2026-09-20T14:39:19+00:00|Ascend_910-b3": {
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@@ -5253,6 +5168,12 @@
       ],
       "updatedAt": "2026-09-20T15:16:58.799525+00:00"
     },
+    "https://modelscope.cn/models/solidrust/Llama-3-16B-Instruct-v0.1-AWQ|2026-09-20T14:39:27+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:58:51.616587+00:00"
+    },
     "https://modelscope.cn/models/solidrust/Llama-3-8B-Instruct-DPO-v0.1-AWQ|2026-09-20T14:21:01+00:00|Ascend_910-b3": {
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@@ -5271,6 +5192,12 @@
       ],
       "updatedAt": "2026-09-20T15:18:27.692365+00:00"
     },
+    "https://modelscope.cn/models/solidrust/Llama-3-8B-Instruct-DPO-v0.1-AWQ|2026-09-20T14:21:01+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:58:51.670161+00:00"
+    },
     "https://modelscope.cn/models/solidrust/Llama-3-8B-Instruct-v0.4-AWQ|2026-09-20T14:38:08+00:00|Ascend_910-b3": {
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@@ -5283,6 +5210,12 @@
       ],
       "updatedAt": "2026-09-20T15:16:59.630122+00:00"
     },
+    "https://modelscope.cn/models/solidrust/Llama-3-8B-Instruct-v0.4-AWQ|2026-09-20T14:38:08+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:58:51.669181+00:00"
+    },
     "https://modelscope.cn/models/solidrust/Llama-3-8B-Instruct-v0.5-AWQ|2026-09-20T14:29:29+00:00|Ascend_910-b3": {
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@@ -5295,6 +5228,12 @@
       ],
       "updatedAt": "2026-09-20T15:17:00.445332+00:00"
     },
+    "https://modelscope.cn/models/solidrust/Llama-3-8B-Instruct-v0.5-AWQ|2026-09-20T14:29:29+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:58:51.669231+00:00"
+    },
     "https://modelscope.cn/models/soyaakinohara/Spark-X2.5-4B-Heretic-jp-gguf|2026-09-18T14:23:00+00:00|Biren_166m": {
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@@ -5324,6 +5263,12 @@
       ],
       "updatedAt": "2026-09-20T15:17:01.722145+00:00"
     },
+    "https://modelscope.cn/models/soyaakinohara/Spark-X2.5-4B-Heretic-jp-gguf|2026-09-18T14:23:00+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:58:51.821296+00:00"
+    },
     "https://modelscope.cn/models/soyaakinohara/Spark-X2.5-4B-Heretic-jp-gguf|2026-09-18T14:23:00+00:00|Vastai_va16": {
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@@ -5555,40 +5500,6 @@
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     },
-    "https://modelscope.cn/models/whcl412/mlx-LycheeAI-coder-1.7b|2026-08-28T05:30:04+00:00|Biren_166m": {
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-    "https://modelscope.cn/models/whcl412/mlx-LycheeAI-coder-1.7b|2026-08-28T05:30:04+00:00|Cambricon_mlu-370-x8": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-09-20T15:05:06.474359+00:00"
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-    "https://modelscope.cn/models/whcl412/mlx-LycheeAI-coder-1.7b|2026-08-28T05:30:04+00:00|Iluvatar_bi-150": {
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-        "question_answering",
-        "reinforcement_learning",
-        "text-generation",
-        "text-to-image-generation",
-        "text_classification",
-        "vision_classification",
-        "visual-multi-modal"
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-    },
-    "https://modelscope.cn/models/whcl412/mlx-LycheeAI-coder-1.7b|2026-08-28T05:30:04+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-09-20T15:05:05.515090+00:00"
-    },
     "https://modelscope.cn/models/woshiaxie/Qwen3.8-27B-Abliterated-GGUF|2026-08-25T03:40:05+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -5676,6 +5587,12 @@
       ],
       "updatedAt": "2026-09-20T15:17:01.038066+00:00"
     },
+    "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T15:58:51.788404+00:00"
+    },
     "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Vastai_va16": {
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         "text-generation"
@@ -6416,6 +6333,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-20T15:57:41.954166+00:00",
+  "taskTreeUpdatedAt": "2026-09-20T15:58:50.796040+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index d469b29e2..543f7a488 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -1687,6 +1687,32 @@
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diff --git a/manifest.json b/manifest.json
index 03d9c510d..1fc8e4f84 100644
--- a/manifest.json
+++ b/manifest.json
@@ -3,22 +3,22 @@
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 }