diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 29f72c89d1..f56dde21d1 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -504,7 +504,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-25T20:06:03.241113+00:00",
+  "generatedAt": "2026-10-25T20:09:48.737874+00:00",
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     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 9eeedb1b7c..bbe2751283 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
-  "communityAttemptedAt": "2026-10-25T20:01:03.464302+00:00",
+  "communityAttemptedAt": "2026-10-25T20:09:48.855869+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": "2026-10-25T20:06:03.355628+00:00",
+  "generatedAt": "2026-10-25T20:09:48.855869+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 4242f71b03..00880f51a9 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T20:06:03.355628+00:00",
+  "catalogUpdatedAt": "2026-10-25T20:09:48.855869+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-25T20:07:56.012784+00:00",
+  "generatedAt": "2026-10-25T20:09:49.518663+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -166,20 +166,6 @@
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       "updatedAt": "2026-10-25T19:54:35.005979+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T19:54:34.949524+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Cambricon_mlu-370-x4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T19:54:34.893346+00:00"
-    },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Iluvatar_bi-150": {
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@@ -200,7 +186,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T19:54:34.921880+00:00"
+      "updatedAt": "2026-10-25T20:09:49.518663+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Kunlunxin_p-800": {
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@@ -532,7 +518,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T19:54:31.921532+00:00"
+      "updatedAt": "2026-10-25T20:09:49.346242+00:00"
     },
     "https://modelscope.cn/models/IFM/Jais-3-3.7B-FP8|2026-10-25T15:33:35+00:00|Ascend_910-b4": {
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@@ -540,7 +526,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T19:54:31.982175+00:00"
+      "updatedAt": "2026-10-25T20:09:49.391171+00:00"
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     "https://modelscope.cn/models/IFM/Jais-3-3.7B-FP8|2026-10-25T15:33:35+00:00|Iluvatar_bi-150": {
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@@ -555,6 +541,15 @@
       ],
       "updatedAt": "2026-10-25T20:06:04.161088+00:00"
     },
+    "https://modelscope.cn/models/IFM/Jais-3-3.7B-FP8|2026-10-25T15:33:35+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T20:09:49.306313+00:00"
+    },
     "https://modelscope.cn/models/IFM/Jais-3-3.7B-FP8|2026-10-25T15:33:35+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -639,6 +634,14 @@
       ],
       "updatedAt": "2026-10-25T20:06:04.414460+00:00"
     },
+    "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-25T15:32:31+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T20:09:49.346274+00:00"
+    },
     "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-25T15:32:31+00:00|Iluvatar_bi-150": {
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         "asr",
@@ -652,6 +655,15 @@
       ],
       "updatedAt": "2026-10-25T20:06:04.160997+00:00"
     },
+    "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-25T15:32:31+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T20:09:49.306630+00:00"
+    },
     "https://modelscope.cn/models/IFM/Jais-3-7B-FP8|2026-10-25T15:32:31+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -1443,11 +1455,14 @@
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       "updatedAt": "2026-10-25T20:06:26.319462+00:00"
     },
-    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-25T15:52:04+00:00|Biren_166m": {
+    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-25T15:52:04+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
-        "text-generation"
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-25T19:54:31.928327+00:00"
+      "updatedAt": "2026-10-25T20:09:49.346152+00:00"
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     "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-25T15:52:04+00:00|Kunlunxin_p-800": {
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@@ -5964,7 +5979,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T19:54:32.061722+00:00"
+      "updatedAt": "2026-10-25T20:09:49.397734+00:00"
     },
     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T18:47:22+00:00|Ascend_910-b4": {
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@@ -5972,13 +5987,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T19:54:32.092905+00:00"
-    },
-    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T18:47:22+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T19:54:32.023123+00:00"
+      "updatedAt": "2026-10-25T20:09:49.428971+00:00"
     },
     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T18:47:22+00:00|Iluvatar_bi-150": {
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@@ -5993,11 +6002,14 @@
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       "updatedAt": "2026-10-25T20:06:04.161113+00:00"
     },
-    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T18:47:22+00:00|Kunlunxin_p-800": {
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T18:47:22+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
-        "text-generation"
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T19:54:31.968442+00:00"
+      "updatedAt": "2026-10-25T20:09:49.346201+00:00"
     },
     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T18:47:22+00:00|Vastai_va16": {
       "taskTypes": [
@@ -6694,6 +6706,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-25T20:06:03.355628+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T20:09:48.855869+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 383487d945..261c2740f0 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3858,6 +3858,18 @@
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diff --git a/manifest.json b/manifest.json
index 23cc3efc54..2a4b871157 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }