diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 900da715ca..9d51bc31d6 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 4ed8dcbf97..6c1edc4521 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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@@ -56,7 +56,7 @@
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@@ -202,7 +202,7 @@
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@@ -210,29 +210,22 @@
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@@ -240,7 +233,7 @@
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@@ -342,6 +335,15 @@
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@@ -1449,6 +1419,53 @@
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@@ -3295,6 +3278,15 @@
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+    "https://modelscope.cn/models/cyankiwi/Qwen-AgentWorld-35B-A3B-AWQ-FP8|2026-10-20T13:33:43+00:00|Iluvatar_mrv-100": {
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+        "visual-multi-modal"
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+    },
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@@ -3723,6 +3717,15 @@
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@@ -3785,6 +3788,15 @@
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+    "https://modelscope.cn/models/ggml-org/SmolLM2-135M-GGUF|2026-10-20T13:56:40+00:00|Iluvatar_mrv-100": {
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@@ -3971,6 +3971,15 @@
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@@ -4259,6 +4260,15 @@
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+    "https://modelscope.cn/models/inclusionAI/Ling-3.1-flash|2026-10-20T12:07:35+00:00|Iluvatar_mrv-100": {
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+    "https://modelscope.cn/models/incoai/Muse-Glimmer-30B-DFlash2-GGUF|2026-10-20T13:54:35+00:00|Iluvatar_mrv-100": {
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@@ -4343,6 +4362,15 @@
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+    "https://modelscope.cn/models/incoai/Qwen3.8-27B-DFlash2-GGUF|2026-10-20T13:32:21+00:00|Iluvatar_mrv-100": {
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@@ -4487,20 +4515,6 @@
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@@ -4641,6 +4655,15 @@
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       "updatedAt": "2026-10-20T15:24:27.186297+00:00"
     },
+    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-20T13:48:07+00:00|Iluvatar_mrv-100": {
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+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-20T17:01:39.747147+00:00"
+    },
     "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-20T13:48:07+00:00|Kunlunxin_p-800": {
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@@ -4955,13 +4978,14 @@
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+    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-397B-NVFP4|2026-10-20T12:17:27+00:00|Iluvatar_mrv-100": {
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         "text-to-image-generation",
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-    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-20T12:07:25+00:00|Cambricon_mlu-370-x4": {
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@@ -5017,6 +5033,15 @@
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       "updatedAt": "2026-10-20T13:29:16.863967+00:00"
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+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-20T12:07:25+00:00|Iluvatar_mrv-100": {
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     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-20T12:07:25+00:00|Kunlunxin_p-800": {
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@@ -5169,6 +5194,15 @@
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+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-20T13:59:38+00:00|Iluvatar_mrv-100": {
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     "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-20T13:59:38+00:00|Kunlunxin_p-800": {
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@@ -5459,6 +5493,15 @@
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       "updatedAt": "2026-10-20T14:19:42.452715+00:00"
     },
+    "https://modelscope.cn/models/skt/A.X-K2|2026-10-20T14:08:22+00:00|Iluvatar_mrv-100": {
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@@ -5497,19 +5540,20 @@
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-    "https://modelscope.cn/models/skyai/GLM-5.3-W4A8|2026-10-20T02:12:31+00:00|Cambricon_mlu-370-x4": {
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-20T13:04:51.391754+00:00"
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     "https://modelscope.cn/models/skyai/GLM-5.3-W4A8|2026-10-20T02:12:31+00:00|Kunlunxin_p-800": {
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@@ -5659,6 +5703,15 @@
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       "updatedAt": "2026-10-20T14:19:42.502341+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-20T14:18:28+00:00|Iluvatar_mrv-100": {
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+        "visual-multi-modal"
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+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-20T14:18:28+00:00|Kunlunxin_p-800": {
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@@ -5743,6 +5796,15 @@
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       "updatedAt": "2026-10-20T14:19:43.350637+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-20T14:03:56+00:00|Iluvatar_mrv-100": {
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+        "text-generation",
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+        "visual-multi-modal"
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+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-20T14:03:56+00:00|Kunlunxin_p-800": {
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@@ -5817,7 +5879,7 @@
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Ascend_910-b4": {
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@@ -5825,29 +5887,22 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Cambricon_mlu-370-x4": {
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Iluvatar_mrv-100": {
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-      "updatedAt": "2026-10-20T13:04:44.064637+00:00"
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-    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Cambricon_mlu-370-x8": {
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-      "updatedAt": "2026-10-20T13:04:43.963019+00:00"
+      "updatedAt": "2026-10-20T17:01:41.177901+00:00"
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-20T13:04:43.888438+00:00"
+      "updatedAt": "2026-10-20T17:01:41.068076+00:00"
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|MetaX_c-500": {
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@@ -5855,7 +5910,7 @@
         "text-generation",
         "visual-multi-modal"
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|hygon_k100-ai": {
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@@ -6546,6 +6601,6 @@
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-  "taskTreeUpdatedAt": "2026-10-20T16:38:36.198871+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T16:59:38.687919+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index ffb816f299..805dde5b99 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3648,6 +3648,7 @@
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diff --git a/manifest.json b/manifest.json
index f69d8751af..6af94c56ba 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,22 +4,22 @@
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-    ".modelhub_state/official_capabilities.json": "2ea9d7eee84c78055e3cb0b0e7f6d0bfe8f072d22389072a315aa31359c87999",
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 }