diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index edb651260..b1d0c2df7 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -425,7 +425,7 @@
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-  "generatedAt": "2026-09-20T21:10:27.798636+00:00",
+  "generatedAt": "2026-09-20T21:11:40.128288+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index bf6a7fb25..da5bcd163 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-20T21:10:27.798636+00:00",
+  "catalogUpdatedAt": "2026-09-20T21:11:40.128288+00:00",
   "configuredTaskTypes": [
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-09-20T21:10:27.798636+00:00",
+  "generatedAt": "2026-09-20T21:12:56.420102+00:00",
   "gpuCatalog": {
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@@ -150,20 +150,112 @@
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   "modelGpuTaskTypes": {
-    "https://modelscope.cn/models/Arain119/Sophia|2026-09-20T15:32:35+00:00|Ascend_910-b4": {
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T21:12:06.646252+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T21:12:06.580785+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b3": {
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-      "updatedAt": "2026-09-20T21:04:20.650574+00:00"
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     },
-    "https://modelscope.cn/models/Arain119/Sophia|2026-09-20T15:32:35+00:00|Mthreads_s4000": {
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b4": {
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+      "updatedAt": "2026-09-20T21:12:03.946745+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Biren_166m": {
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+      ],
+      "updatedAt": "2026-09-20T21:12:04.846729+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Cambricon_mlu-370-x4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T21:12:04.079266+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Cambricon_mlu-370-x8": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-09-20T21:12:04.882235+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Iluvatar_bi-150": {
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+        "text-to-image-generation",
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+        "vision_classification",
+        "visual-multi-modal"
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+      "updatedAt": "2026-09-20T21:12:05.062915+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
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+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T21:12:04.112721+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
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+      ],
+      "updatedAt": "2026-09-20T21:12:04.916782+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|MetaX_c-500": {
+      "taskTypes": [
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+        "visual-multi-modal"
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+      "updatedAt": "2026-09-20T21:12:04.951882+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Mthreads_s4000": {
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+      "updatedAt": "2026-09-20T21:12:03.991320+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T21:12:04.986795+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T21:12:04.144023+00:00"
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     "https://modelscope.cn/models/BAAI/AquilaMed-RL|2026-08-24T22:55:11+00:00|Cambricon_mlu-370-x8": {
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@@ -171,7 +263,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T20:50:37.250351+00:00"
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@@ -184,65 +276,71 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T20:50:37.351303+00:00"
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         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-20T20:50:36.375859+00:00"
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         "text-generation"
       ],
-      "updatedAt": "2026-09-20T20:50:37.290276+00:00"
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-    "https://modelscope.cn/models/BAAI/RoboBrain2.5-8B-MT|2026-09-16T16:39:48+00:00|Mthreads_s4000": {
+    "https://modelscope.cn/models/BAAI/AquilaMed-RL|2026-08-24T22:55:11+00:00|hygon_k100-ai": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T21:12:40.953944+00:00"
+    },
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Ascend_910-b3": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-09-20T21:12:03.782564+00:00"
+    },
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T21:12:03.659287+00:00"
+    },
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Biren_166m": {
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-    "https://modelscope.cn/models/BAAI/RoboBrain2.5-8B-NV|2026-09-16T16:05:58+00:00|Ascend_910-b3": {
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+    },
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+    },
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-09-20T21:04:29.082052+00:00"
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@@ -250,19 +348,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T20:50:08.952387+00:00"
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-      "updatedAt": "2026-09-20T20:50:09.228692+00:00"
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         "text-generation"
       ],
-      "updatedAt": "2026-09-20T20:50:09.287064+00:00"
+      "updatedAt": "2026-09-20T21:12:13.110514+00:00"
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@@ -270,13 +368,13 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T20:50:09.351432+00:00"
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|Sunrise_pt-200-x1": {
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         "text-generation"
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-      "updatedAt": "2026-09-20T20:50:09.382234+00:00"
+      "updatedAt": "2026-09-20T21:12:13.190457+00:00"
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|hygon_k100-ai": {
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@@ -284,19 +382,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T20:50:08.984533+00:00"
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         "text-generation"
       ],
-      "updatedAt": "2026-09-20T20:50:25.391160+00:00"
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         "text-generation"
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-      "updatedAt": "2026-09-20T20:50:25.456254+00:00"
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@@ -304,13 +402,108 @@
         "text-generation",
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-      "updatedAt": "2026-09-20T20:50:25.515529+00:00"
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-      "updatedAt": "2026-09-20T20:50:25.545968+00:00"
+      "updatedAt": "2026-09-20T21:12:29.954788+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T21:12:01.680804+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T21:12:01.609551+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Biren_166m": {
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+        "text-generation"
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+      "updatedAt": "2026-09-20T21:12:02.005037+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Cambricon_mlu-370-x4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-09-20T21:12:01.715352+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T21:12:02.052521+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+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": "2026-09-20T21:12:02.181330+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T21:12:01.767824+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T21:12:02.082247+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T21:12:02.115304+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T21:12:01.640884+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T21:12:02.144167+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T21:12:01.809079+00:00"
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     "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Ascend_910-b3": {
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@@ -318,7 +511,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T20:50:07.831386+00:00"
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@@ -2642,7 +2880,7 @@
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+      "updatedAt": "2026-09-20T21:12:38.997582+00:00"
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+    "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
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+    "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Kunlunxin_p-800": {
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@@ -6437,6 +6420,6 @@
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-  "taskTreeUpdatedAt": "2026-09-20T21:10:27.798636+00:00",
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 0162c1313..802a5c203 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
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diff --git a/manifest.json b/manifest.json
index be567b06f..da00ffa4f 100644
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 }