diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 6b0cf8ffd9..1fde0de77c 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -506,7 +506,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-23T11:43:51.785416+00:00",
+  "generatedAt": "2026-10-23T11:47:29.138503+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 26dfe70399..cc5a7221ef 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
-  "communityAttemptedAt": "2026-10-23T11:40:28.061761+00:00",
+  "communityAttemptedAt": "2026-10-23T11:47:29.257586+00:00",
   "communityError": "ModelHubAPIError: 分页大小不能超过100",
   "communitySample": {},
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@@ -452,7 +452,7 @@
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-23T11:44:27.763263+00:00",
+  "generatedAt": "2026-10-23T11:47:29.257586+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index a270f664b2..b6b1cacf83 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-23T11:44:27.763263+00:00",
+  "catalogUpdatedAt": "2026-10-23T11:47:29.257586+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-10-23T11:45:33.471082+00:00",
+  "generatedAt": "2026-10-23T11:47:53.669888+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -150,6 +150,22 @@
     }
   },
   "modelGpuTaskTypes": {
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-22T15:10:12+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.094907+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-22T15:10:12+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.050450+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-22T15:10:12+00:00|Kunlunxin_p-800": {
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@@ -164,6 +180,13 @@
       ],
       "updatedAt": "2026-10-23T11:20:06.052982+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-22T15:10:12+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.133174+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-22T15:10:12+00:00|Vastai_va16": {
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@@ -176,7 +199,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-23T10:37:13.881897+00:00"
+      "updatedAt": "2026-10-23T11:47:37.897174+00:00"
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@@ -184,16 +207,7 @@
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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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-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-23T10:37:13.984344+00:00"
+      "updatedAt": "2026-10-23T11:47:37.853647+00:00"
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@@ -214,21 +228,13 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-23T10:37:14.032937+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|hygon_k100-ai": {
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-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-23T10:37:14.069001+00:00"
+      "updatedAt": "2026-10-23T11:47:38.015273+00:00"
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@@ -236,16 +242,7 @@
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Iluvatar_mrv-100": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-23T10:37:13.859087+00:00"
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@@ -273,16 +270,7 @@
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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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-        "text-to-image-generation",
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-      "updatedAt": "2026-10-23T10:37:13.867065+00:00"
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         "text-generation",
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-      "updatedAt": "2026-10-23T10:37:13.958720+00:00"
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@@ -317,16 +305,7 @@
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Iluvatar_mrv-100": {
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-      "updatedAt": "2026-10-23T10:37:13.156094+00:00"
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@@ -354,7 +333,7 @@
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-    "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"
-      ],
-      "updatedAt": "2026-10-23T10:37:13.975394+00:00"
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@@ -392,7 +362,7 @@
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@@ -400,14 +370,6 @@
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-23T10:37:14.090043+00:00"
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@@ -469,6 +431,22 @@
       ],
       "updatedAt": "2026-10-23T11:45:29.757728+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.899769+00:00"
+    },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.865301+00:00"
+    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Kunlunxin_p-800": {
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@@ -483,12 +461,35 @@
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       "updatedAt": "2026-10-23T11:20:06.278403+00:00"
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Mthreads_s4000": {
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+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.951480+00:00"
+    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-23T10:39:13.132567+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.809667+00:00"
+    },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.777353+00:00"
+    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -503,12 +504,27 @@
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       "updatedAt": "2026-10-23T11:20:06.250065+00:00"
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.838539+00:00"
+    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-23T10:39:13.089786+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.661822+00:00"
+    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Kunlunxin_p-800": {
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@@ -529,6 +545,22 @@
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       "updatedAt": "2026-10-23T10:39:13.089433+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:31.177227+00:00"
+    },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:31.145795+00:00"
+    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -543,12 +575,35 @@
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       "updatedAt": "2026-10-23T11:20:06.288156+00:00"
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:31.215845+00:00"
+    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-23T10:39:13.188013+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-22T12:45:12+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.854669+00:00"
+    },
+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-22T12:45:12+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.823796+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-22T12:45:12+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -563,12 +618,35 @@
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       "updatedAt": "2026-10-23T11:20:06.558922+00:00"
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+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-22T12:45:12+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.887082+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-22T12:45:12+00:00|Vastai_va16": {
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         "text-generation"
       ],
       "updatedAt": "2026-10-23T10:39:13.398609+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-22T14:22:58+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.393542+00:00"
+    },
+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-22T14:22:58+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.352265+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-22T14:22:58+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -583,6 +661,13 @@
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       "updatedAt": "2026-10-23T11:20:06.195426+00:00"
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+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-22T14:22:58+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.426018+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-22T14:22:58+00:00|Vastai_va16": {
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@@ -649,6 +734,22 @@
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       "updatedAt": "2026-10-23T10:37:32.071579+00:00"
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+    "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:31.988552+00:00"
+    },
+    "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Ascend_910-b4": {
+      "taskTypes": [
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+    },
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@@ -1155,6 +1278,22 @@
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+      "updatedAt": "2026-10-23T11:47:32.563754+00:00"
+    },
+    "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|Ascend_910-b4": {
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+    },
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@@ -1169,6 +1308,13 @@
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+    },
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@@ -1252,6 +1398,13 @@
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       "updatedAt": "2026-10-23T11:20:06.774562+00:00"
     },
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+        "visual-multi-modal"
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+    },
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@@ -1335,6 +1488,22 @@
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+        "text-to-image-generation",
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+    },
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-22T14:53:21+00:00|Ascend_910-b4": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-23T11:47:30.284896+00:00"
+    },
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@@ -1349,12 +1518,35 @@
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+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-22T14:53:21+00:00|Mthreads_s4000": {
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+    },
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+    "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Ascend_910-b3": {
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+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:34.082656+00:00"
+    },
+    "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Ascend_910-b4": {
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+        "visual-multi-modal"
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+    },
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@@ -1369,6 +1561,13 @@
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+    },
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@@ -1531,21 +1721,13 @@
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@@ -1589,21 +1762,13 @@
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@@ -1833,16 +1947,7 @@
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@@ -1863,27 +1968,19 @@
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-    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Iluvatar_mrv-100": {
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+    },
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@@ -5123,6 +4825,22 @@
       ],
       "updatedAt": "2026-10-23T10:39:13.864314+00:00"
     },
+    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Ascend_910-b3": {
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+      "updatedAt": "2026-10-23T11:47:34.058040+00:00"
+    },
+    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:33.999492+00:00"
+    },
     "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -5137,6 +4855,13 @@
       ],
       "updatedAt": "2026-10-23T11:20:06.861683+00:00"
     },
+    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Mthreads_s4000": {
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+        "text-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-23T11:47:34.115780+00:00"
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         "text-generation"
@@ -5229,6 +4954,22 @@
       ],
       "updatedAt": "2026-10-23T11:45:22.696972+00:00"
     },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.954304+00:00"
+    },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.884499+00:00"
+    },
     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -5243,12 +4984,35 @@
       ],
       "updatedAt": "2026-10-23T11:20:06.681894+00:00"
     },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.996954+00:00"
+    },
     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-23T10:39:13.398638+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.086080+00:00"
+    },
+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.049995+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -5263,12 +5027,35 @@
       ],
       "updatedAt": "2026-10-23T11:20:05.922759+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Mthreads_s4000": {
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+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.155074+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-23T10:39:12.976284+00:00"
     },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.356001+00:00"
+    },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.294348+00:00"
+    },
     "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -5283,12 +5070,35 @@
       ],
       "updatedAt": "2026-10-23T11:20:06.554326+00:00"
     },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.456351+00:00"
+    },
     "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-23T10:39:13.297572+00:00"
     },
+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.102200+00:00"
+    },
+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.051012+00:00"
+    },
     "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Kunlunxin_p-800": {
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@@ -5303,6 +5113,13 @@
       ],
       "updatedAt": "2026-10-23T11:20:06.051087+00:00"
     },
+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Mthreads_s4000": {
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+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.164741+00:00"
+    },
     "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Vastai_va16": {
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         "text-generation"
@@ -5395,18 +5212,64 @@
       ],
       "updatedAt": "2026-10-23T11:45:33.354449+00:00"
     },
+    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-22T13:58:47+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:31.200011+00:00"
+    },
+    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-22T13:58:47+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:31.233810+00:00"
+    },
     "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-22T13:58:47+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-23T10:39:13.164632+00:00"
     },
+    "https://modelscope.cn/models/ukisai/Swift-1.5-5bit-MLX|2026-10-22T13:17:57+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.309635+00:00"
+    },
+    "https://modelscope.cn/models/ukisai/Swift-1.5-5bit-MLX|2026-10-22T13:17:57+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.372690+00:00"
+    },
     "https://modelscope.cn/models/ukisai/Swift-1.5-5bit-MLX|2026-10-22T13:17:57+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-23T10:39:13.297154+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-22T13:06:40+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.449233+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-22T13:06:40+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.417767+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-22T13:06:40+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -5421,12 +5284,35 @@
       ],
       "updatedAt": "2026-10-23T11:20:06.552436+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-22T13:06:40+00:00|Mthreads_s4000": {
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+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.491007+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-22T13:06:40+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-23T10:39:13.398566+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.479385+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.441983+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -5441,12 +5327,35 @@
       ],
       "updatedAt": "2026-10-23T11:20:06.245580+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:30.510673+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-23T10:39:13.089760+00:00"
     },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.181512+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.147668+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -5461,12 +5370,35 @@
       ],
       "updatedAt": "2026-10-23T11:20:06.451323+00:00"
     },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.265578+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-23T10:39:13.297546+00:00"
     },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.136076+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.106175+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
@@ -5481,6 +5413,13 @@
       ],
       "updatedAt": "2026-10-23T11:20:06.450069+00:00"
     },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-23T11:47:32.167732+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
@@ -6168,6 +6107,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-23T11:44:27.763263+00:00",
+  "taskTreeUpdatedAt": "2026-10-23T11:47:29.257586+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index ea8dba59dc..3f61972ba9 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3732,6 +3732,18 @@
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diff --git a/manifest.json b/manifest.json
index e2f76a1c89..225517402c 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }