diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 47ffde1ccb..ce0af2915b 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -487,7 +487,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-22T18:42:31.848233+00:00",
+  "generatedAt": "2026-10-22T18:44:35.987407+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 53c18ded19..1df5af3ab8 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-22T18:42:31.960351+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 9e008f97e5..64d78d1f59 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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@@ -56,7 +56,7 @@
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@@ -211,6 +211,14 @@
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T18:44:36.308283+00:00"
+    },
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@@ -252,6 +260,14 @@
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+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Cambricon_mlu-370-x4": {
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+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Cambricon_mlu-370-x4": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T18:44:37.146618+00:00"
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@@ -375,6 +407,14 @@
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+      "updatedAt": "2026-10-22T18:44:37.087231+00:00"
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@@ -416,6 +456,14 @@
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+      "updatedAt": "2026-10-22T18:44:36.501835+00:00"
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+      "updatedAt": "2026-10-22T18:44:36.501737+00:00"
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+      "updatedAt": "2026-10-22T18:44:36.430846+00:00"
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+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Cambricon_mlu-370-x4": {
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+      "updatedAt": "2026-10-22T18:44:36.501944+00:00"
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+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-22T12:45:12+00:00|Cambricon_mlu-370-x4": {
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+      "updatedAt": "2026-10-22T18:44:36.731958+00:00"
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+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-22T14:22:58+00:00|Cambricon_mlu-370-x4": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T18:44:36.397597+00:00"
+    },
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@@ -866,6 +915,14 @@
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T18:44:36.551205+00:00"
+    },
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@@ -907,6 +964,14 @@
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       "updatedAt": "2026-10-22T18:42:37.557551+00:00"
     },
+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-22T12:07:27+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T18:44:36.732162+00:00"
+    },
     "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-22T12:07:27+00:00|Iluvatar_bi-100": {
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@@ -1406,6 +1471,14 @@
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       "updatedAt": "2026-10-22T18:42:37.011468+00:00"
     },
+    "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T18:44:36.655142+00:00"
+    },
     "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|Iluvatar_bi-100": {
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@@ -1533,6 +1606,14 @@
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       "updatedAt": "2026-10-22T18:42:33.468796+00:00"
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+    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-22T15:30:26+00:00|Cambricon_mlu-370-x4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T18:44:36.307651+00:00"
+    },
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@@ -1579,6 +1660,14 @@
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       "updatedAt": "2026-10-22T18:42:38.165982+00:00"
     },
+    "https://modelscope.cn/models/RecursiveSI/flint-int4|2026-10-22T01:37:07+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T18:44:36.851145+00:00"
+    },
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@@ -1706,6 +1795,14 @@
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       "updatedAt": "2026-10-22T18:42:33.967507+00:00"
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+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-22T14:53:21+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T18:44:36.397521+00:00"
+    },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-22T14:53:21+00:00|Iluvatar_bi-100": {
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@@ -1747,6 +1844,14 @@
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       "updatedAt": "2026-10-22T18:42:38.262630+00:00"
     },
+    "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Cambricon_mlu-370-x4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T18:44:36.851215+00:00"
+    },
     "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Iluvatar_bi-100": {
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@@ -1835,19 +1940,6 @@
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@@ -1996,6 +2088,14 @@
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       "updatedAt": "2026-10-22T18:42:45.967192+00:00"
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+    "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Cambricon_mlu-370-x4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T18:44:37.228166+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Iluvatar_bi-100": {
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@@ -2236,32 +2336,6 @@
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@@ -2276,6 +2350,14 @@
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+    "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-8bit|2026-10-21T19:09:20+00:00|Cambricon_mlu-370-x4": {
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       "updatedAt": "2026-10-22T18:42:42.551079+00:00"
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     "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-4bit|2026-10-21T17:21:32+00:00|Iluvatar_bi-100": {
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@@ -4501,6 +4471,14 @@
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       "updatedAt": "2026-10-22T18:42:47.859090+00:00"
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+    "https://modelscope.cn/models/cyankiwi/command-a-reasoning-08-2025-AWQ-4bit|2026-10-21T17:00:11+00:00|Cambricon_mlu-370-x4": {
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     "https://modelscope.cn/models/cyankiwi/command-a-reasoning-08-2025-AWQ-4bit|2026-10-21T17:00:11+00:00|Iluvatar_bi-100": {
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@@ -4580,6 +4532,14 @@
       ],
       "updatedAt": "2026-10-22T18:42:37.757835+00:00"
     },
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-22T10:19:07+00:00|Cambricon_mlu-370-x4": {
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+    },
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@@ -5150,6 +5063,14 @@
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       "updatedAt": "2026-10-22T18:42:37.855019+00:00"
     },
+    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-22T03:51:50+00:00|Cambricon_mlu-370-x4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T18:44:36.851197+00:00"
+    },
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@@ -5239,6 +5160,14 @@
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       "updatedAt": "2026-10-22T18:42:38.301004+00:00"
     },
+    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Cambricon_mlu-370-x4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T18:44:36.851364+00:00"
+    },
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@@ -5421,6 +5350,14 @@
       ],
       "updatedAt": "2026-10-22T18:42:37.396449+00:00"
     },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T18:44:36.732013+00:00"
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     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Iluvatar_bi-100": {
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@@ -5448,12 +5385,55 @@
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+        "text-to-image-generation",
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+    },
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       ],
       "updatedAt": "2026-10-22T18:42:33.386626+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Cambricon_mlu-370-x4": {
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+        "text-to-image-generation",
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+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Iluvatar_bi-100": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T18:44:36.572210+00:00"
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+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Iluvatar_bi-150": {
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+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T18:44:36.397017+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": "2026-10-22T18:44:36.494213+00:00"
+    },
     "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Ascend_910-b4": {
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         "text-generation",
@@ -5468,6 +5448,14 @@
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       "updatedAt": "2026-10-22T18:42:36.509116+00:00"
     },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-22T18:44:36.652990+00:00"
+    },
     "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Iluvatar_bi-100": {
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@@ -5509,6 +5497,14 @@
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       "updatedAt": "2026-10-22T18:42:33.658529+00:00"
     },
+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T18:44:36.308884+00:00"
+    },
     "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Iluvatar_bi-100": {
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         "text-generation",
@@ -5672,6 +5668,14 @@
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       "updatedAt": "2026-10-22T18:42:36.566909+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-22T13:06:40+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T18:44:36.654982+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-22T13:06:40+00:00|Iluvatar_bi-100": {
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         "text-generation",
@@ -5713,6 +5717,14 @@
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       "updatedAt": "2026-10-22T18:42:34.308191+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T18:44:36.397625+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Iluvatar_bi-100": {
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         "text-generation",
@@ -5754,6 +5766,14 @@
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       "updatedAt": "2026-10-22T18:42:36.560226+00:00"
     },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T18:44:36.652697+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Iluvatar_bi-100": {
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         "text-generation",
@@ -5795,6 +5815,14 @@
       ],
       "updatedAt": "2026-10-22T18:42:36.117433+00:00"
     },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T18:44:36.551930+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -6550,6 +6578,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-22T18:42:31.960351+00:00",
+  "taskTreeUpdatedAt": "2026-10-22T18:44:36.152385+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index eec68cb194..cfcb9a37b8 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3724,6 +3724,18 @@
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diff --git a/manifest.json b/manifest.json
index b2380131d6..2440f7cf30 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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