diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 81be6a4404..692a2766bd 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1071,7 +1071,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-21T06:31:25.153541+00:00",
+  "generatedAt": "2026-10-21T06:32:21.073255+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index c7d5d33894..448f3fde3c 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -423,7 +423,7 @@
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-  "generatedAt": "2026-10-21T06:31:25.261986+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index fce631496a..e64d4934c6 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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+  "catalogUpdatedAt": "2026-10-21T06:32:21.174375+00:00",
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@@ -56,7 +56,7 @@
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@@ -156,7 +156,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T06:29:34.996712+00:00"
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@@ -164,15 +164,7 @@
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-21T06:29:35.105747+00:00"
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@@ -187,7 +179,7 @@
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@@ -195,7 +187,15 @@
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+      "updatedAt": "2026-10-21T06:32:28.226458+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|hygon_k100-ai": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:32:28.284362+00:00"
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@@ -213,14 +213,6 @@
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@@ -234,7 +226,7 @@
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-      "updatedAt": "2026-10-21T06:29:29.213495+00:00"
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@@ -244,21 +236,29 @@
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       "updatedAt": "2026-10-21T06:31:31.668712+00:00"
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+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|hygon_k100-ai": {
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+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:32:24.767497+00:00"
+    },
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-20T15:30:29+00:00|MetaX_c-500": {
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|Ascend_910-b3": {
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|Ascend_910-b4": {
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-20T15:30:29+00:00|Kunlunxin_p-800": {
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+      ],
+      "updatedAt": "2026-10-21T06:32:22.918452+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-20T15:30:29+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-21T06:31:28.886677+00:00"
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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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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T06:32:22.918282+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-20T15:37:26+00:00|hygon_k100-ai": {
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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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-      "updatedAt": "2026-10-21T06:31:29.078136+00:00"
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@@ -347,7 +325,7 @@
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-      "updatedAt": "2026-10-21T06:29:37.268266+00:00"
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@@ -355,15 +333,7 @@
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-    "https://modelscope.cn/models/Cactus-Compute/needle3|2026-10-19T15:53:35+00:00|Cambricon_mlu-370-x8": {
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-      "updatedAt": "2026-10-21T06:29:37.399692+00:00"
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@@ -378,7 +348,7 @@
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+    "https://modelscope.cn/models/Cactus-Compute/needle3|2026-10-19T15:53:35+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-21T06:31:29.215553+00:00"
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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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+      "updatedAt": "2026-10-21T06:32:23.088821+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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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-21T06:29:41.493437+00:00"
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@@ -442,7 +393,7 @@
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@@ -450,19 +401,19 @@
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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|hygon_k100-ai": {
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@@ -470,7 +421,7 @@
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@@ -478,15 +429,7 @@
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-      "updatedAt": "2026-10-21T06:29:41.132663+00:00"
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@@ -501,7 +444,7 @@
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@@ -509,7 +452,15 @@
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+    "https://modelscope.cn/models/cpatonn-mirror/Hermes-4-70B-AWQ-8bit|2026-10-19T17:25:36+00:00|hygon_k100-ai": {
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+    "https://modelscope.cn/models/cpatonn-mirror/Jan-v1-2509-AWQ-4bit|2026-10-19T16:44:42+00:00|hygon_k100-ai": {
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+    "https://modelscope.cn/models/iluvatar-corex/MiniMax-M2.5-W4A8|2026-10-19T13:50:57+00:00|hygon_k100-ai": {
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+    "https://modelscope.cn/models/iluvatar-corex/Qwen3-14B-W8A8|2026-10-19T07:29:23+00:00|hygon_k100-ai": {
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+    "https://modelscope.cn/models/leanv9/models|2026-10-17T08:26:17+00:00|MetaX_c-500": {
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+    "https://modelscope.cn/models/litert-community/DeepSeek-R1-Distill-Qwen-1.5B|2026-10-19T15:05:20+00:00|hygon_k100-ai": {
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+    "https://modelscope.cn/models/litert-community/Gemma3-1B-IT|2026-10-19T22:28:07+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-21T06:29:40.274042+00:00"
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@@ -5706,7 +5609,7 @@
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@@ -5716,6 +5619,14 @@
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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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@@ -5763,13 +5666,21 @@
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     },
+    "https://modelscope.cn/models/skyai/GLM-5.3-W4A8|2026-10-20T02:12:31+00:00|hygon_k100-ai": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:32:25.713507+00:00"
+    },
     "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-20T13:13:54+00:00|Ascend_910-b3": {
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         "text-generation",
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T06:29:29.134118+00:00"
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@@ -5881,6 +5784,14 @@
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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-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:32:23.545334+00:00"
+    },
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-      "updatedAt": "2026-10-21T06:31:28.830513+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-b3": {
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+        "text-to-image-generation",
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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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+      "updatedAt": "2026-10-21T06:32:22.668161+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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+      "updatedAt": "2026-10-21T06:32:22.754343+00:00"
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+    "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": "2026-10-21T06:32:22.788786+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:32:22.819408+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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@@ -5943,7 +5883,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T06:29:40.962475+00:00"
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@@ -5951,15 +5891,7 @@
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-    "https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|Cambricon_mlu-370-x8": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-21T06:29:41.151986+00:00"
+      "updatedAt": "2026-10-21T06:32:32.486422+00:00"
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@@ -5974,7 +5906,7 @@
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@@ -5982,7 +5914,15 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T06:29:41.056366+00:00"
+      "updatedAt": "2026-10-21T06:32:32.671640+00:00"
+    },
+    "https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:32:32.731779+00:00"
     },
     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Ascend_910-b3": {
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@@ -6000,14 +5940,6 @@
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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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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-21T06:29:30.491424+00:00"
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Iluvatar_mrv-100": {
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@@ -6021,7 +5953,7 @@
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         "text-generation"
       ],
-      "updatedAt": "2026-10-21T06:29:30.450556+00:00"
+      "updatedAt": "2026-10-21T06:32:25.198149+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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@@ -6030,6 +5962,14 @@
         "visual-multi-modal"
       ],
       "updatedAt": "2026-10-21T06:31:32.262687+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:32:25.268725+00:00"
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   "taskTree": [
@@ -6712,6 +6652,6 @@
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-  "taskTreeUpdatedAt": "2026-10-21T06:31:25.261986+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T06:32:21.174375+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index fc12e7f76c..16b5947755 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 c96776ca12..a5340da5d9 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }