diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index e5692c5767..ecb2f0e368 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -416,7 +416,7 @@
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-  "generatedAt": "2026-09-20T08:47:05.406353+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 3fd84ba2f0..db2b3484b0 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-20T08:47:05.406353+00:00",
+  "catalogUpdatedAt": "2026-09-20T08:48:12.667832+00:00",
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-09-20T08:47:05.406353+00:00",
+  "generatedAt": "2026-09-20T08:49:06.309537+00:00",
   "gpuCatalog": {
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@@ -150,7 +150,57 @@
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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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+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T08:48:29.062466+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": "2026-09-20T08:48:28.730751+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
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+        "visual-multi-modal"
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+      "updatedAt": "2026-09-20T08:48:26.122868+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T08:48:26.057305+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T08:48:28.068332+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T08:48:26.155001+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T08:48:28.166889+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 +211,51 @@
         "vision_classification",
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+    },
+    "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": "2026-09-20T08:48:28.130964+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": "2026-09-20T08:48:26.223469+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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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T08:48:26.092465+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": "2026-09-20T08:48:26.189562+00:00"
+    },
+    "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T08:48:28.236755+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": "2026-09-20T08:48:28.098676+00:00"
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@@ -174,53 +268,64 @@
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-      "updatedAt": "2026-09-20T08:34:57.753905+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|MetaX_c-500": {
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         "text-generation",
+        "text-to-image-generation",
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-      "updatedAt": "2026-09-20T08:45:47.662154+00:00"
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     },
-    "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|Mthreads_s4000": {
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Ascend_910-b4": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-09-20T08:48:25.621360+00:00"
+    },
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T08:48:26.505592+00:00"
+    },
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Iluvatar_bi-150": {
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+        "question_answering",
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+        "text-to-image-generation",
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+      "updatedAt": "2026-09-20T08:48:26.578057+00:00"
+    },
+    "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-09-20T08:45:47.692210+00:00"
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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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-      "updatedAt": "2026-09-20T08:45:48.509488+00:00"
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@@ -228,19 +333,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T08:34:29.852483+00:00"
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-      "updatedAt": "2026-09-20T08:34:30.124459+00:00"
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         "text-generation"
       ],
-      "updatedAt": "2026-09-20T08:34:29.883260+00:00"
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@@ -248,7 +353,7 @@
         "text-generation",
         "visual-multi-modal"
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@@ -256,19 +361,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T08:34:30.158805+00:00"
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-      "updatedAt": "2026-09-20T08:34:30.914381+00:00"
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-      "updatedAt": "2026-09-20T08:34:30.608905+00:00"
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     "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V2-GGUF|2026-08-28T04:43:27+00:00|MetaX_c-500": {
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@@ -276,7 +381,57 @@
         "text-generation",
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+      "updatedAt": "2026-09-20T08:48:38.065638+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T08:48:23.486497+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": "2026-09-20T08:48:23.577643+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": "2026-09-20T08:48:23.610869+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": "2026-09-20T08:48:23.545677+00:00"
+    },
+    "https://modelscope.cn/models/IFM/K2-Horizon-7B-GGUF|2026-09-04T15:04:38+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-20T08:48:23.642314+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": "2026-09-20T08:48:23.516030+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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@@ -284,13 +439,21 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-20T08:34:28.734837+00:00"
+      "updatedAt": "2026-09-20T08:48:35.938231+00:00"
+    },
+    "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T08:48:35.810972+00:00"
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     "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Biren_166m": {
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         "text-generation"
       ],
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+      "updatedAt": "2026-09-20T08:48:37.774531+00:00"
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@@ -298,7 +461,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T08:34:28.678165+00:00"
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@@ -306,7 +469,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-09-20T08:34:30.236994+00:00"
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     "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Iluvatar_bi-150": {
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@@ -319,7 +482,7 @@
         "vision_classification",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T08:34:30.270854+00:00"
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     "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Iluvatar_mrv-100": {
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@@ -328,26 +491,34 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-20T08:34:30.166363+00:00"
+      "updatedAt": "2026-09-20T08:48:37.859934+00:00"
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         "text-generation"
       ],
-      "updatedAt": "2026-09-20T08:34:28.850594+00:00"
+      "updatedAt": "2026-09-20T08:48:36.099566+00:00"
+    },
+    "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-20T08:48:35.849683+00:00"
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     "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Mthreads_s4000": {
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         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-20T08:34:28.784144+00:00"
+      "updatedAt": "2026-09-20T08:48:36.058516+00:00"
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     "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Vastai_va16": {
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         "text-generation"
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-      "updatedAt": "2026-09-20T08:34:30.303057+00:00"
+      "updatedAt": "2026-09-20T08:48:37.967837+00:00"
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     "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|hygon_k100-ai": {
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@@ -355,128 +526,91 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-09-20T08:34:30.197602+00:00"
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+      "updatedAt": "2026-09-20T08:48:47.796551+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": {
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+      "updatedAt": "2026-09-20T08:48:25.006421+00:00"
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@@ -6445,6 +6454,6 @@
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-  "taskTreeUpdatedAt": "2026-09-20T08:47:05.406353+00:00",
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 158318ddbd..0281108ad1 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 d14f69d162..5739aedc87 100644
--- a/manifest.json
+++ b/manifest.json
@@ -3,22 +3,22 @@
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