diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index e9f09d1ab8..097264bff8 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -485,7 +485,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-24T02:22:51.259113+00:00",
+  "generatedAt": "2026-10-24T02:24:46.160425+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 4aab66dbae..91f073c148 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-24T02:22:51.357582+00:00",
+  "generatedAt": "2026-10-24T02:24:46.260697+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 890064aeaa..44d7f32c77 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-24T02:22:51.357582+00:00",
+  "catalogUpdatedAt": "2026-10-24T02:24:46.260697+00:00",
   "configuredTaskTypes": [
     "text-generation"
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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   "errors": [],
-  "generatedAt": "2026-10-24T02:22:58.729289+00:00",
+  "generatedAt": "2026-10-24T02:24:48.790833+00:00",
   "gpuCatalog": {
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       "canVerify": true,
@@ -212,6 +212,23 @@
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       "updatedAt": "2026-10-24T02:22:55.786802+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-23T14:44:56+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:46.768166+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-23T14:44:56+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:46.889142+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-23T14:44:56+00:00|Mthreads_s4000": {
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@@ -241,6 +258,15 @@
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       "updatedAt": "2026-10-24T02:20:49.559931+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:47.764050+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|MetaX_c-500": {
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@@ -270,6 +296,15 @@
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       "updatedAt": "2026-10-24T02:20:49.790328+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:47.880478+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|MetaX_c-500": {
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@@ -292,6 +327,15 @@
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       "updatedAt": "2026-10-24T02:20:49.576689+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Iluvatar_mrv-100": {
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+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:47.763638+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|MetaX_c-500": {
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@@ -321,6 +365,15 @@
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       "updatedAt": "2026-10-24T02:20:49.514686+00:00"
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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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+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:47.763409+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|MetaX_c-500": {
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@@ -461,6 +514,15 @@
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       "updatedAt": "2026-10-24T02:20:43.150878+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Iluvatar_mrv-100": {
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+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:47.290725+00:00"
+    },
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@@ -498,6 +560,15 @@
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       "updatedAt": "2026-10-24T02:20:42.815932+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|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:47.189737+00:00"
+    },
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@@ -527,6 +598,15 @@
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       "updatedAt": "2026-10-24T02:20:42.596392+00:00"
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Iluvatar_mrv-100": {
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+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:47.189585+00:00"
+    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|MetaX_c-500": {
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@@ -557,6 +637,15 @@
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       "updatedAt": "2026-10-24T02:20:43.310829+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:47.290799+00:00"
+    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|MetaX_c-500": {
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@@ -594,6 +683,15 @@
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       "updatedAt": "2026-10-24T02:22:56.377686+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-23T13:10:20+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:47.005263+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-23T13:10:20+00:00|MetaX_c-500": {
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@@ -631,6 +729,23 @@
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       "updatedAt": "2026-10-24T02:22:55.759007+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-23T13:42:15+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:46.768996+00:00"
+    },
+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-23T13:42:15+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:46.868122+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-23T13:42:15+00:00|Mthreads_s4000": {
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@@ -667,7 +782,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-24T01:12:33.619542+00:00"
+      "updatedAt": "2026-10-24T02:24:48.791014+00:00"
     },
     "https://modelscope.cn/models/JANGQ-AI/MiniMax-M2.7-JANGTQ4|2026-10-21T15:57:28+00:00|MetaX_c-500": {
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@@ -706,6 +821,15 @@
       ],
       "updatedAt": "2026-10-24T02:20:43.469420+00:00"
     },
+    "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:47.290947+00:00"
+    },
     "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|MetaX_c-500": {
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@@ -735,6 +859,15 @@
       ],
       "updatedAt": "2026-10-24T02:20:41.453695+00:00"
     },
+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-23T12:11:46+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:47.120384+00:00"
+    },
     "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-23T12:11:46+00:00|Mthreads_s4000": {
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         "text-generation",
@@ -1289,6 +1422,15 @@
       ],
       "updatedAt": "2026-10-24T02:20:44.170054+00:00"
     },
+    "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:47.388056+00:00"
+    },
     "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|MetaX_c-500": {
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@@ -1356,6 +1498,38 @@
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       "updatedAt": "2026-10-24T02:18:36.400209+00:00"
     },
+    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-23T15:25:45+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:46.491218+00:00"
+    },
+    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-23T15:25:45+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:46.657629+00:00"
+    },
+    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-23T15:25:45+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T02:24:46.555643+00:00"
+    },
+    "https://modelscope.cn/models/RecursiveSI/flint-int4|2026-10-22T01:37:07+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:47.498251+00:00"
+    },
     "https://modelscope.cn/models/RecursiveSI/flint-int4|2026-10-22T01:37:07+00:00|MetaX_c-500": {
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         "feature_emb",
@@ -1393,6 +1567,15 @@
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       "updatedAt": "2026-10-24T02:22:56.076442+00:00"
     },
+    "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:46.889079+00:00"
+    },
     "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|MetaX_c-500": {
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         "feature_emb",
@@ -1430,6 +1613,23 @@
       ],
       "updatedAt": "2026-10-24T02:22:55.777022+00:00"
     },
+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:46.768598+00:00"
+    },
+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:46.889104+00:00"
+    },
     "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|Mthreads_s4000": {
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         "text-generation",
@@ -1459,6 +1659,15 @@
       ],
       "updatedAt": "2026-10-24T02:22:56.128054+00:00"
     },
+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:47.005239+00:00"
+    },
     "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|MetaX_c-500": {
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         "feature_emb",
@@ -1579,6 +1788,15 @@
       ],
       "updatedAt": "2026-10-24T02:22:55.769443+00:00"
     },
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-23T14:46:05+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:46.767847+00:00"
+    },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-23T14:46:05+00:00|MetaX_c-500": {
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         "feature_emb",
@@ -1616,6 +1834,15 @@
       ],
       "updatedAt": "2026-10-24T02:20:45.383375+00:00"
     },
+    "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:47.498051+00:00"
+    },
     "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|MetaX_c-500": {
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@@ -1707,44 +1934,6 @@
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       "updatedAt": "2026-10-24T02:18:22.588810+00:00"
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-    "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit|2026-10-21T15:40:57+00:00|Ascend_910-b3": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T02:18:13.777046+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit|2026-10-21T15:40:57+00:00|Iluvatar_mrv-100": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T02:18:13.564656+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit|2026-10-21T15:40:57+00:00|MetaX_c-500": {
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-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T02:18:13.864712+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit|2026-10-21T15:40:57+00:00|Mthreads_s4000": {
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-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T02:18:13.460601+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit|2026-10-21T15:40:57+00:00|Vastai_va16": {
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-        "text-generation"
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-      "updatedAt": "2026-10-24T02:18:13.668400+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-4bit|2026-10-21T14:41:08+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -1790,7 +1979,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-24T01:12:33.384420+00:00"
+      "updatedAt": "2026-10-24T02:24:48.602380+00:00"
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     "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-8bit|2026-10-21T16:21:36+00:00|MetaX_c-500": {
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@@ -1849,7 +2038,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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@@ -4489,6 +4484,15 @@
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+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|Iluvatar_mrv-100": {
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+    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-22T03:51:50+00:00|Iluvatar_mrv-100": {
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@@ -5098,6 +5111,15 @@
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+    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Iluvatar_mrv-100": {
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@@ -5227,6 +5249,15 @@
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+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Iluvatar_mrv-100": {
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@@ -5264,6 +5295,15 @@
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+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Iluvatar_mrv-100": {
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-      "updatedAt": "2026-10-24T02:13:38.852065+00:00"
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-      "updatedAt": "2026-10-24T02:13:39.064197+00:00"
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@@ -5347,6 +5387,15 @@
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+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Iluvatar_mrv-100": {
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@@ -5384,6 +5433,15 @@
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       "updatedAt": "2026-10-24T02:20:42.153851+00:00"
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+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Iluvatar_mrv-100": {
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+      "updatedAt": "2026-10-24T02:24:47.186781+00:00"
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         "feature_emb",
@@ -5555,6 +5613,15 @@
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       "updatedAt": "2026-10-24T02:22:56.415772+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-23T12:51:39+00:00|Iluvatar_mrv-100": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-24T02:24:47.117962+00:00"
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     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-23T12:51:39+00:00|MetaX_c-500": {
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         "feature_emb",
@@ -5592,6 +5659,23 @@
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       "updatedAt": "2026-10-24T02:20:40.454498+00:00"
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+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-23T13:27:57+00:00|Iluvatar_mrv-100": {
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+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-24T02:24:47.000867+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-23T13:27:57+00:00|MetaX_c-500": {
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-24T02:24:47.081699+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-23T13:27:57+00:00|Mthreads_s4000": {
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         "text-generation",
@@ -5621,6 +5705,15 @@
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     },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Iluvatar_mrv-100": {
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+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-24T02:24:47.388013+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|MetaX_c-500": {
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         "feature_emb",
@@ -5658,6 +5751,15 @@
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       "updatedAt": "2026-10-24T02:20:43.782505+00:00"
     },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T02:24:47.290970+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|MetaX_c-500": {
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@@ -5678,35 +5780,6 @@
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-      "updatedAt": "2026-10-24T01:14:15.589321+00:00"
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-    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Ascend_910-b4": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T01:14:15.463745+00:00"
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-    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-10-24T01:14:15.405743+00:00"
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-    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Vastai_va16": {
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-      "updatedAt": "2026-10-24T01:14:15.553855+00:00"
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   "taskTree": [
@@ -6389,6 +6462,6 @@
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     }
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-  "taskTreeUpdatedAt": "2026-10-24T02:22:51.357582+00:00",
+  "taskTreeUpdatedAt": "2026-10-24T02:24:46.260697+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 1ffd947e1b..82b4c0da46 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3737,6 +3737,18 @@
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diff --git a/manifest.json b/manifest.json
index da0fdfcd53..89ab90e7e2 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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   "checksums": {
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+    ".modelhub_state/market_intelligence.json": "4b62e027d312d0f9c04f389272f201916b65878dedc447f94548242537731776",
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-    ".modelhub_state/recovery_intents.jsonl": "8d1e5fb55afa9bfcc94ccf1c5b9f48f83978b2986cb824a69f45928dbf986349",
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-  "generation": 32830,
-  "phase": "cycle",
+  "generation": 32831,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-24T02:23:13.998078+00:00",
+  "updatedAt": "2026-10-24T02:24:49.182883+00:00",
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 }