diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 04bd5e275a..7d594c2cbc 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -416,7 +416,7 @@
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-  "generatedAt": "2026-09-20T06:46:45.592755+00:00",
+  "generatedAt": "2026-09-20T06:47:53.174956+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 970ad2e3b5..b03ce2667c 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-20T06:46:45.592755+00:00",
+  "catalogUpdatedAt": "2026-09-20T06:47:53.174956+00:00",
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     "text-generation"
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-09-20T06:46:45.592755+00:00",
+  "generatedAt": "2026-09-20T06:49:07.798406+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
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@@ -150,7 +150,108 @@
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   "modelGpuTaskTypes": {
-    "https://modelscope.cn/models/Arain119/Sophia|2026-09-19T12:07:43+00:00|Iluvatar_bi-150": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T06:48:21.737250+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-09-20T06:48:21.477699+00:00"
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+    "https://modelscope.cn/models/Abiray/MiniCPM5-2B-GGUF|2026-09-08T05:27:18+00:00|Biren_166m": {
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+      "updatedAt": "2026-09-20T06:48:13.879596+00:00"
+    },
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+    "https://modelscope.cn/models/Abiray/MiniCPM5-2B-GGUF|2026-09-08T05:27:18+00:00|Cambricon_mlu-370-x8": {
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+      "updatedAt": "2026-09-20T06:48:13.612505+00:00"
+    },
+    "https://modelscope.cn/models/Abiray/MiniCPM5-2B-GGUF|2026-09-08T05:27:18+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-09-20T06:48:13.910063+00:00"
+    },
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+      "updatedAt": "2026-09-20T06:48:13.654413+00:00"
+    },
+    "https://modelscope.cn/models/Abiray/MiniCPM5-2B-GGUF|2026-09-08T05:27:18+00:00|Vastai_va16": {
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+      "updatedAt": "2026-09-20T06:48:13.943284+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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+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b4": {
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+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Biren_166m": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T06:48:19.281572+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-09-20T06:48:17.994046+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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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-09-20T06:48:19.463979+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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@@ -161,7 +262,51 @@
         "vision_classification",
         "visual-multi-modal"
       ],
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+      "updatedAt": "2026-09-20T06:48:19.511518+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T06:48:18.083570+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T06:48:19.330236+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T06:48:18.116363+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T06:48:17.964424+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T06:48:19.426097+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|hygon_k100-ai": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-09-20T06:48:19.378934+00:00"
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@@ -174,53 +319,64 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T06:31:32.697397+00:00"
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     },
-    "https://modelscope.cn/models/BAAI/RoboBrain2.5-8B-MT|2026-09-16T16:39:48+00:00|Iluvatar_bi-150": {
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Ascend_910-b3": {
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-    "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|Mthreads_s4000": {
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+        "visual-multi-modal"
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+    },
+    "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/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Iluvatar_bi-150": {
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+    },
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Mthreads_s4000": {
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     },
-    "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|Vastai_va16": {
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|hygon_k100-ai": {
       "taskTypes": [
-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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@@ -228,19 +384,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T06:31:04.653922+00:00"
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-      "updatedAt": "2026-09-20T06:31:04.958658+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|Kunlunxin_p-800": {
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         "text-generation"
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-      "updatedAt": "2026-09-20T06:31:04.990697+00:00"
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@@ -248,7 +404,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T06:31:04.685090+00:00"
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@@ -256,19 +412,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T06:31:05.049786+00:00"
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         "text-generation"
       ],
-      "updatedAt": "2026-09-20T06:31:05.773185+00:00"
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-      "updatedAt": "2026-09-20T06:31:05.804285+00:00"
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@@ -276,7 +432,102 @@
         "text-generation",
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+    },
+    "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": "2026-09-20T06:48:15.118014+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": "2026-09-20T06:48:15.077724+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"
+      ],
+      "updatedAt": "2026-09-20T06:48:15.514349+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-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-09-20T06:48:15.037944+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"
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+      "updatedAt": "2026-09-20T06:48:15.629929+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": "2026-09-20T06:48:15.657627+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": "2026-09-20T06:48:15.156578+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": "2026-09-20T06:48:15.544343+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": "2026-09-20T06:48:15.200104+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": "2026-09-20T06:48:15.006110+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T06:48:15.600703+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": "2026-09-20T06:48:15.572320+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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@@ -284,7 +535,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T06:31:03.430991+00:00"
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@@ -5852,7 +5830,7 @@
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@@ -5860,7 +5838,7 @@
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@@ -5869,13 +5847,13 @@
         "text-to-image-generation",
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@@ -5883,13 +5861,25 @@
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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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+      "updatedAt": "2026-09-20T06:48:16.887001+00:00"
+    },
+    "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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   "taskTree": [
@@ -6572,6 +6562,6 @@
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-  "taskTreeUpdatedAt": "2026-09-20T06:46:45.592755+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 82264686bb..5af651b119 100644
--- a/.modelhub_state/recovery_intents.jsonl
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diff --git a/manifest.json b/manifest.json
index 0c59ffa4e1..7e5a375ed0 100644
--- a/manifest.json
+++ b/manifest.json
@@ -3,22 +3,22 @@
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