diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 06b5f72cb0..68a372cd01 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-25T17:03:03.735597+00:00",
+  "generatedAt": "2026-10-25T17:04:50.147868+00:00",
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     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index c8fdf20a8a..91a232b9f6 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-25T17:03:03.854618+00:00",
+  "generatedAt": "2026-10-25T17:04:50.262883+00:00",
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     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index b2c8fe82bb..3079ca7714 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T17:03:03.854618+00:00",
+  "catalogUpdatedAt": "2026-10-25T17:04:50.262883+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-25T17:03:14.123806+00:00",
+  "generatedAt": "2026-10-25T17:04:50.681458+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -192,6 +192,14 @@
       ],
       "updatedAt": "2026-10-25T16:59:04.309136+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T17:04:50.419553+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Cambricon_mlu-370-x4": {
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         "text-generation",
@@ -567,6 +575,12 @@
       ],
       "updatedAt": "2026-10-25T17:00:55.471685+00:00"
     },
+    "https://modelscope.cn/models/IFM/Jais-3-3.7B-FP8|2026-10-25T15:33:35+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T17:04:50.418757+00:00"
+    },
     "https://modelscope.cn/models/IFM/Jais-3-32B-FP8|2026-10-25T15:26:39+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -623,6 +637,12 @@
       ],
       "updatedAt": "2026-10-25T17:00:55.471878+00:00"
     },
+    "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-25T15:32:31+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T17:04:50.418942+00:00"
+    },
     "https://modelscope.cn/models/IFM/Jais-3-MoVA-36B-A4B-FP8|2026-10-25T15:10:11+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -654,6 +674,14 @@
       ],
       "updatedAt": "2026-10-25T17:03:04.329257+00:00"
     },
+    "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-25T14:50:49+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T17:04:50.681458+00:00"
+    },
     "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-25T14:50:49+00:00|Cambricon_mlu-370-x4": {
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         "text-generation",
@@ -1374,14 +1402,6 @@
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       "updatedAt": "2026-10-25T16:58:54.803085+00:00"
     },
-    "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-MNN|2026-10-21T05:17:01+00:00|Cambricon_mlu-370-x4": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-25T16:58:54.692389+00:00"
-    },
     "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-MNN|2026-10-21T05:17:01+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -1416,14 +1436,6 @@
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       "updatedAt": "2026-10-25T16:58:54.794732+00:00"
     },
-    "https://modelscope.cn/models/MNN/Qwen3.6-35B-A3B-MNN|2026-10-21T05:17:09+00:00|Cambricon_mlu-370-x4": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-25T16:58:54.682395+00:00"
-    },
     "https://modelscope.cn/models/MNN/Qwen3.6-35B-A3B-MNN|2026-10-21T05:17:09+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -1436,28 +1448,6 @@
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-    "https://modelscope.cn/models/MNN/gpt-oss-20b-MNN|2026-10-21T05:17:21+00:00|Ascend_910-b3": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-25T16:58:54.542733+00:00"
-    },
-    "https://modelscope.cn/models/MNN/gpt-oss-20b-MNN|2026-10-21T05:17:21+00:00|Ascend_910-b4": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T16:58:54.573163+00:00"
-    },
-    "https://modelscope.cn/models/MNN/gpt-oss-20b-MNN|2026-10-21T05:17:21+00:00|Biren_166m": {
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-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T16:58:54.505195+00:00"
-    },
     "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-25T13:37:26+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -1952,6 +1942,14 @@
       ],
       "updatedAt": "2026-10-25T17:03:05.431376+00:00"
     },
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-25T15:18:29+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T17:04:50.611529+00:00"
+    },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-25T15:18:29+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -6406,6 +6404,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-25T17:03:03.854618+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T17:04:50.262883+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 6869f8bb00..34a67bac31 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3846,6 +3846,18 @@
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diff --git a/manifest.json b/manifest.json
index 397c60fa26..a9404e6d6b 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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   "checksums": {
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-    ".modelhub_state/architecture_compatibility_blacklist.json": "ed0efa6902902d36bfa0f4d398d06adaef9c932fccd2788e2f306f24732f1a54",
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-    ".modelhub_state/official_capabilities.json": "fec3db258dab3652e16f20d290d1a8a9390e7090219e54ad5e6572f38aef1462",
+    ".modelhub_state/market_intelligence.json": "ac4ff4889081f1bbfd6f5b3841cbb4324382e03972e9963bd8ebf44d181b5586",
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-    ".modelhub_state/recovery_intents.jsonl": "66929e4a2f1ea7fbd036618ce5606c9887ca7e5a6585557de3088b01ad1af64a",
+    ".modelhub_state/recovery_intents.jsonl": "776ee2eca7e9bbd1ccd5e48259f38f3bbf13ae0a7dbf1e086d6f71cc6d978acb",
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   },
-  "generation": 36745,
-  "phase": "cycle",
+  "generation": 36746,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-25T17:03:19.006377+00:00",
+  "updatedAt": "2026-10-25T17:04:58.102621+00:00",
   "writerId": "7ff73e6204284f23bc2b88b7c29d21d9"
 }