diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 809c66e433..5f71a3521b 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -611,7 +611,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-21T20:56:18.064974+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 43f6d351d8..33fdf9cdb1 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-21T20:56:18.181345+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 836d747982..6ab56dc464 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-21T20:56:18.181345+00:00",
+  "catalogUpdatedAt": "2026-10-21T20:58:15.985958+00:00",
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@@ -56,7 +56,7 @@
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@@ -244,6 +244,240 @@
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+    },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-21T18:19:17+00:00|Iluvatar_mrv-100": {
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+    },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-21T18:19:17+00:00|Kunlunxin_p-800": {
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+    },
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+        "visual-multi-modal"
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+    },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-21T18:19:17+00:00|hygon_k100-ai": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T20:58:16.950871+00:00"
+    },
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+    },
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Iluvatar_mrv-100": {
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+    },
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Kunlunxin_p-800": {
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+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|MetaX_c-500": {
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+    },
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+      "updatedAt": "2026-10-21T20:58:16.958014+00:00"
+    },
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+      "updatedAt": "2026-10-21T20:58:17.127531+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Iluvatar_mrv-100": {
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+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Kunlunxin_p-800": {
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+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Ascend_910-b4": {
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+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Iluvatar_mrv-100": {
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+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Kunlunxin_p-800": {
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+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Kunlunxin_p-800": {
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+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|MetaX_c-500": {
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+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Ascend_910-b3": {
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+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T20:58:17.397597+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Ascend_910-b4": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T20:58:17.120644+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Iluvatar_mrv-100": {
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+        "visual-multi-modal"
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+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T20:58:17.327295+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T20:58:17.461363+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T20:58:17.194333+00:00"
+    },
     "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|Ascend_910-b3": {
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@@ -383,7 +617,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
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@@ -393,53 +627,6 @@
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-21T15:15:24+00:00|Iluvatar_mrv-100": {
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-21T15:15:24+00:00|MetaX_c-500": {
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-21T15:15:24+00:00|hygon_k100-ai": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-21T20:53:56.081578+00:00"
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@@ -477,7 +664,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-21T20:00:26.295956+00:00"
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@@ -512,13 +699,19 @@
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       "updatedAt": "2026-10-21T20:56:30.703324+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-21T16:16:40+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T20:58:18.406622+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-21T16:16:40+00:00|MetaX_c-500": {
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         "feature_emb",
         "text-generation",
         "visual-multi-modal"
       ],
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@@ -553,13 +746,19 @@
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       "updatedAt": "2026-10-21T20:56:27.518587+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-21T16:37:11+00:00|Kunlunxin_p-800": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T20:58:18.152841+00:00"
+    },
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         "text-generation",
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@@ -606,7 +805,7 @@
         "text-generation",
         "visual-multi-modal"
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@@ -1295,6 +1494,29 @@
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       "updatedAt": "2026-10-21T20:54:10.564239+00:00"
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+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T20:58:16.194642+00:00"
+    },
+    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-21T19:25:59+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T20:58:16.255777+00:00"
+    },
+    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-21T19:25:59+00:00|MetaX_c-500": {
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T20:58:16.297473+00:00"
+    },
     "https://modelscope.cn/models/OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf|2026-10-20T05:58:12+00:00|Iluvatar_mrv-100": {
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@@ -1380,6 +1602,53 @@
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       "updatedAt": "2026-10-21T20:54:10.720625+00:00"
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+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-21T18:22:49+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T20:58:16.810469+00:00"
+    },
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-21T18:22:49+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T20:58:16.605726+00:00"
+    },
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-21T18:22:49+00:00|Iluvatar_mrv-100": {
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+        "asr",
+        "text-generation",
+        "text-to-image-generation",
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@@ -5110,6 +5032,38 @@
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+    "https://modelscope.cn/models/ibm-granite/granitelib-core-r1.0|2026-10-21T18:58:33+00:00|MetaX_c-500": {
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+        "feature_emb",
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T20:58:16.610220+00:00"
+    },
+    "https://modelscope.cn/models/ibm-granite/granitelib-core-r1.0|2026-10-21T18:58:33+00:00|hygon_k100-ai": {
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@@ -5360,53 +5314,6 @@
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@@ -5705,6 +5612,53 @@
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       "updatedAt": "2026-10-21T20:54:05.971010+00:00"
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T20:58:17.238991+00:00"
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+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-21T17:33:39+00:00|Iluvatar_mrv-100": {
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+        "text-generation"
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+      "updatedAt": "2026-10-21T20:58:17.442032+00:00"
+    },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-21T17:33:39+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
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+    },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-21T17:33:39+00:00|hygon_k100-ai": {
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+        "visual-multi-modal"
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@@ -5909,61 +5863,6 @@
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-    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-21T14:45:02+00:00|hygon_k100-ai": {
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         "text-generation",
@@ -6011,6 +5910,53 @@
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       "updatedAt": "2026-10-21T20:54:11.336545+00:00"
     },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-21T18:59:23+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T20:58:16.636091+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-21T18:59:23+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T20:58:16.350670+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-21T18:59:23+00:00|Iluvatar_mrv-100": {
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+        "asr",
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T20:58:16.502914+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-21T18:59:23+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T20:58:16.557800+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-21T18:59:23+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T20:58:16.704132+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-21T18:59:23+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T20:58:16.432162+00:00"
+    },
     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -6739,6 +6685,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-21T20:56:18.181345+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T20:58:15.985958+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index bd3c41b62e..4180069676 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3690,6 +3690,18 @@
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diff --git a/manifest.json b/manifest.json
index b1caa22d2d..49cf798a20 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }