diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index dd0b5c828e..fc2b9a9711 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1071,7 +1071,7 @@
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     }
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-  "generatedAt": "2026-10-21T06:38:00.160205+00:00",
+  "generatedAt": "2026-10-21T06:40:06.885245+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 2755408c5e..14e6565805 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -423,7 +423,7 @@
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-  "generatedAt": "2026-10-21T06:38:00.262339+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 55621a987e..b15cd0ad2b 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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+  "catalogUpdatedAt": "2026-10-21T06:40:07.028866+00:00",
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@@ -56,7 +56,7 @@
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-      "updatedAt": "2026-10-21T06:36:14.298916+00:00"
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@@ -164,7 +164,7 @@
         "text-to-image-generation",
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@@ -179,7 +179,7 @@
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@@ -187,7 +187,7 @@
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         "text-to-image-generation",
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@@ -226,7 +226,7 @@
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         "text-to-image-generation",
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         "text-to-image-generation",
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@@ -273,7 +273,7 @@
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-20T15:30:29+00:00|Ascend_910-b3": {
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+    },
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-20T15:30:29+00:00|Ascend_910-b4": {
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|Kunlunxin_p-800": {
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|Iluvatar_mrv-100": {
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|MetaX_c-500": {
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-        "text-generation",
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-      "updatedAt": "2026-10-21T06:38:08.641573+00:00"
+      "updatedAt": "2026-10-21T06:40:09.007631+00:00"
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@@ -363,7 +325,7 @@
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@@ -371,7 +333,7 @@
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@@ -386,7 +348,7 @@
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+    "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|Kunlunxin_p-800": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T06:40:09.214085+00:00"
+    },
+    "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|hygon_k100-ai": {
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-    "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|MetaX_c-500": {
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-        "text-generation",
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-      "updatedAt": "2026-10-21T06:38:09.079758+00:00"
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@@ -450,7 +393,7 @@
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@@ -458,19 +401,19 @@
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-      "updatedAt": "2026-10-21T06:38:08.995696+00:00"
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-    "https://modelscope.cn/models/DavidAU/Llama3.1-MOE-4X8B-Gated-IQ-Multi-Tier-COGITO-Deep-Reasoning-32B-GGUF|2026-10-20T15:18:51+00:00|MetaX_c-500": {
+    "https://modelscope.cn/models/DavidAU/Llama3.1-MOE-4X8B-Gated-IQ-Multi-Tier-COGITO-Deep-Reasoning-32B-GGUF|2026-10-20T15:18:51+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-21T06:38:08.953587+00:00"
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     "https://modelscope.cn/models/DevQuasar/reflection.Beam-1.0-501B-A23B-GGUF|2026-10-18T16:49:58+00:00|Iluvatar_mrv-100": {
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@@ -501,7 +444,7 @@
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@@ -564,7 +507,7 @@
         "text-to-image-generation",
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@@ -579,7 +522,7 @@
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@@ -587,7 +530,7 @@
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+      "updatedAt": "2026-10-21T06:40:08.462551+00:00"
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+    "https://modelscope.cn/models/siliconflow/DeepSeek-V4.1-Flash-1017-SF-Int8|2026-10-21T00:27:59+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-21T06:40:08.569655+00:00"
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+    "https://modelscope.cn/models/siliconflow/DeepSeek-V4.1-Flash-1017-SF-Int8|2026-10-21T00:27:59+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:40:08.671889+00:00"
+    },
+    "https://modelscope.cn/models/siliconflow/DeepSeek-V4.1-Flash-1017-SF-Int8|2026-10-21T00:27:59+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-21T06:40:08.707874+00:00"
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@@ -5701,7 +5561,7 @@
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         "text-generation",
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@@ -5717,7 +5577,7 @@
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-      "updatedAt": "2026-10-21T06:36:18.751565+00:00"
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@@ -5744,6 +5604,12 @@
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+    "https://modelscope.cn/models/skt/A.X-K2|2026-10-20T14:08:22+00:00|Kunlunxin_p-800": {
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+      ],
+      "updatedAt": "2026-10-21T06:40:09.758075+00:00"
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@@ -5752,6 +5618,14 @@
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+    "https://modelscope.cn/models/skt/A.X-K2|2026-10-20T14:08:22+00:00|hygon_k100-ai": {
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+        "text-generation",
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:40:09.793435+00:00"
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@@ -5895,6 +5769,12 @@
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+      "updatedAt": "2026-10-21T06:40:09.600151+00:00"
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@@ -5903,6 +5783,14 @@
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+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-20T14:18:28+00:00|hygon_k100-ai": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:40:09.653980+00:00"
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@@ -5928,6 +5816,12 @@
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       "updatedAt": "2026-10-21T06:38:11.147093+00:00"
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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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@@ -5942,16 +5836,45 @@
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-    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|Iluvatar_mrv-100": {
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         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T06:38:08.252725+00:00"
+      "updatedAt": "2026-10-21T06:40:08.776285+00:00"
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+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:40:08.737268+00:00"
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+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|Kunlunxin_p-800": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T06:40:08.852571+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|MetaX_c-500": {
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:40:08.912213+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|hygon_k100-ai": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:40:08.979830+00:00"
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     "https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|Ascend_910-b3": {
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@@ -5959,7 +5882,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-21T06:36:19.019708+00:00"
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@@ -5967,7 +5890,7 @@
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-      "updatedAt": "2026-10-21T06:36:18.985357+00:00"
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     "https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|Iluvatar_mrv-100": {
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@@ -5982,7 +5905,7 @@
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-      "updatedAt": "2026-10-21T06:36:19.074884+00:00"
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     "https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|MetaX_c-500": {
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@@ -5990,7 +5913,7 @@
         "text-generation",
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-      "updatedAt": "2026-10-21T06:36:19.113443+00:00"
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     "https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|hygon_k100-ai": {
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@@ -5998,7 +5921,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-21T06:36:19.183326+00:00"
+      "updatedAt": "2026-10-21T06:40:18.876484+00:00"
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Ascend_910-b3": {
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@@ -6029,7 +5952,7 @@
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         "text-generation"
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-      "updatedAt": "2026-10-21T06:36:11.044103+00:00"
+      "updatedAt": "2026-10-21T06:40:11.342187+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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@@ -6045,7 +5968,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T06:36:11.196558+00:00"
+      "updatedAt": "2026-10-21T06:40:11.394738+00:00"
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   "taskTree": [
@@ -6728,6 +6651,6 @@
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-  "taskTreeUpdatedAt": "2026-10-21T06:38:00.262339+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T06:40:07.028866+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 4ed045d306..fb2fbe8a0b 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3659,6 +3659,18 @@
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diff --git a/manifest.json b/manifest.json
index d1e11dd79d..b3591eae14 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }