diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index af6eed1acf..f1479971e8 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 66e8348c87..bf43a83ee9 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
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@@ -452,7 +452,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 806f98f60a..b9515d8256 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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-      "updatedAt": "2026-10-24T21:21:38.517268+00:00"
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Iluvatar_mrv-100": {
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+      "updatedAt": "2026-10-24T21:24:13.730638+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Iluvatar_bi-150": {
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+        "reinforcement_learning",
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-24T21:21:38.463539+00:00"
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|MetaX_c-500": {
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-      "updatedAt": "2026-10-24T21:14:07.688147+00:00"
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+      "updatedAt": "2026-10-24T21:24:21.881057+00:00"
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-      "updatedAt": "2026-10-24T21:12:29.240227+00:00"
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@@ -318,6 +318,12 @@
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+      ],
+      "updatedAt": "2026-10-24T21:24:22.230221+00:00"
+    },
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@@ -354,6 +351,12 @@
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+      ],
+      "updatedAt": "2026-10-24T21:24:21.663700+00:00"
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@@ -398,6 +392,20 @@
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+      ],
+      "updatedAt": "2026-10-24T21:24:21.612626+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Ascend_910-b3": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-24T21:24:21.949477+00:00"
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@@ -442,6 +441,12 @@
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+    },
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-      "updatedAt": "2026-10-24T21:21:39.868495+00:00"
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-      "updatedAt": "2026-10-24T21:21:41.408126+00:00"
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Iluvatar_mrv-100": {
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Ascend_910-b4": {
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@@ -3266,6 +3031,12 @@
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+    },
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+      "updatedAt": "2026-10-24T21:24:33.411691+00:00"
+    },
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+    },
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+      "updatedAt": "2026-10-24T21:24:25.758320+00:00"
+    },
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2-AWQ-4bit|2026-10-21T16:06:05+00:00|Vastai_va16": {
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+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2-REAP-162B-A10B-AWQ-4bit|2026-10-21T15:57:21+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
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+    },
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@@ -3481,6 +3286,12 @@
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@@ -3552,6 +3362,12 @@
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+    },
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-AWQ-4bit|2026-10-21T16:56:38+00:00|Vastai_va16": {
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+    },
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@@ -3649,6 +3461,20 @@
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+    },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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@@ -3979,6 +3838,12 @@
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@@ -4007,6 +3872,14 @@
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@@ -4251,12 +4138,48 @@
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-    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Cambricon_mlu-370-x4": {
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-  "taskTreeUpdatedAt": "2026-10-24T21:21:11.040590+00:00",
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index b69d264832..1db47817a6 100644
--- a/.modelhub_state/recovery_intents.jsonl
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diff --git a/manifest.json b/manifest.json
index 013b5815cb..64b7e21e95 100644
--- a/manifest.json
+++ b/manifest.json
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