diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index bf1cc9e3ad..237b7a1f6a 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-25T03:29:59.039814+00:00",
+  "generatedAt": "2026-10-25T03:31:49.666053+00:00",
   "summary": {
     "activeBlockCount": 24,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 28fcf72418..62420ad439 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-25T03:29:59.172631+00:00",
+  "generatedAt": "2026-10-25T03:31:49.765315+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 7b472ae2b1..d8e6979c84 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T03:29:59.172631+00:00",
+  "catalogUpdatedAt": "2026-10-25T03:31:49.765315+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-25T03:30:12.278154+00:00",
+  "generatedAt": "2026-10-25T03:31:50.883088+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -150,6 +150,14 @@
     }
   },
   "modelGpuTaskTypes": {
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:49.917679+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -215,13 +223,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T03:07:40.403324+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.348683+00:00"
+      "updatedAt": "2026-10-25T03:31:50.688892+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -274,12 +276,6 @@
       ],
       "updatedAt": "2026-10-25T03:09:26.249494+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.348784+00:00"
-    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -323,12 +319,6 @@
       ],
       "updatedAt": "2026-10-25T03:30:06.802213+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.348719+00:00"
-    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -421,13 +411,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T03:07:40.382033+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.348753+00:00"
+      "updatedAt": "2026-10-25T03:31:50.689076+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -480,6 +464,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:26.249718+00:00"
     },
+    "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-24T07:25:05+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.076153+00:00"
+    },
     "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-24T07:25:05+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -598,6 +590,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:25.885210+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.263346+00:00"
+    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -708,6 +708,14 @@
       ],
       "updatedAt": "2026-10-25T03:30:04.245324+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.264055+00:00"
+    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -767,6 +775,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:25.885511+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-24T12:32:08+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.076086+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-24T12:32:08+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -826,6 +842,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:25.620496+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:49.956028+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -965,6 +989,14 @@
       ],
       "updatedAt": "2026-10-25T03:11:04.814447+00:00"
     },
+    "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.335920+00:00"
+    },
     "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -1075,6 +1107,14 @@
       ],
       "updatedAt": "2026-10-25T03:30:03.613336+00:00"
     },
+    "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.407945+00:00"
+    },
     "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -1215,6 +1255,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:26.076320+00:00"
     },
+    "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.088796+00:00"
+    },
     "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -1274,6 +1322,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:25.736108+00:00"
     },
+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.083215+00:00"
+    },
     "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -1333,6 +1389,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:25.736081+00:00"
     },
+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.194249+00:00"
+    },
     "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -1392,6 +1456,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:25.736135+00:00"
     },
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:49.917965+00:00"
+    },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -1451,6 +1523,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:25.439566+00:00"
     },
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-24T14:43:12+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:49.918297+00:00"
+    },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-24T14:43:12+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -1510,6 +1590,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:25.439853+00:00"
     },
+    "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.408012+00:00"
+    },
     "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -1569,6 +1657,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:26.025342+00:00"
     },
+    "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.020013+00:00"
+    },
     "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -1797,13 +1893,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T03:07:40.853694+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.817812+00:00"
+      "updatedAt": "2026-10-25T03:31:50.813464+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -1842,21 +1932,6 @@
       ],
       "updatedAt": "2026-10-25T03:30:07.875143+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.699682+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.744754+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
@@ -2280,6 +2355,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:26.766436+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-8bit|2026-10-21T19:09:20+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.558831+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-8bit|2026-10-21T19:09:20+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -2423,12 +2506,6 @@
       ],
       "updatedAt": "2026-10-25T03:07:43.783989+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-4bit|2026-10-21T17:15:17+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.567389+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-4bit|2026-10-21T17:15:17+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
@@ -2806,15 +2883,6 @@
       ],
       "updatedAt": "2026-10-25T03:30:08.041546+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit|2026-10-21T16:58:14+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.929664+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit|2026-10-21T16:58:14+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
@@ -2841,13 +2909,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T03:07:40.610746+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-8bit|2026-10-21T17:19:37+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.567604+00:00"
+      "updatedAt": "2026-10-25T03:31:50.741922+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-8bit|2026-10-21T17:19:37+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -2886,21 +2948,6 @@
       ],
       "updatedAt": "2026-10-25T03:30:07.214526+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-8bit|2026-10-21T17:19:37+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.447819+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-8bit|2026-10-21T17:19:37+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.498211+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-8bit|2026-10-21T17:19:37+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
@@ -3047,7 +3094,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T03:07:40.881941+00:00"
+      "updatedAt": "2026-10-25T03:31:50.883088+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/LFM2-8B-A1B-AWQ-4bit|2026-10-21T17:00:21+00:00|Iluvatar_bi-150": {
       "taskTypes": [
@@ -3116,6 +3163,14 @@
       ],
       "updatedAt": "2026-10-25T03:30:10.907416+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/MiMo-V2-Flash-AWQ-4bit|2026-10-21T18:58:16+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.621355+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/MiMo-V2-Flash-AWQ-4bit|2026-10-21T18:58:16+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -3175,12 +3230,6 @@
       ],
       "updatedAt": "2026-10-25T03:30:07.868397+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit|2026-10-21T17:03:19+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.819901+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit|2026-10-21T17:03:19+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
@@ -3510,13 +3559,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T03:07:40.736438+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-REAP-139B-A10B-AWQ-4bit|2026-10-21T17:12:30+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.700505+00:00"
+      "updatedAt": "2026-10-25T03:31:50.805711+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-REAP-139B-A10B-AWQ-4bit|2026-10-21T17:12:30+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -3555,15 +3598,6 @@
       ],
       "updatedAt": "2026-10-25T03:30:07.590958+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-REAP-139B-A10B-AWQ-4bit|2026-10-21T17:12:30+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.629243+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-REAP-139B-A10B-AWQ-4bit|2026-10-21T17:12:30+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
@@ -3578,6 +3612,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:26.315040+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.478610+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -3712,21 +3754,6 @@
       ],
       "updatedAt": "2026-10-25T03:30:07.365391+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit|2026-10-21T17:18:20+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.448530+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit|2026-10-21T17:18:20+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.505606+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit|2026-10-21T17:18:20+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
@@ -3741,11 +3768,13 @@
       ],
       "updatedAt": "2026-10-25T03:09:26.314515+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-12B-v2-AWQ-4bit|2026-10-21T17:04:48+00:00|Biren_166m": {
+    "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-3-Super-120B-A12B-AWQ-4bit|2026-10-21T19:51:23+00:00|Ascend_910-b3": {
       "taskTypes": [
-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T03:07:40.817959+00:00"
+      "updatedAt": "2026-10-25T03:31:50.475320+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-12B-v2-AWQ-4bit|2026-10-21T17:04:48+00:00|Vastai_va16": {
       "taskTypes": [
@@ -3836,12 +3865,6 @@
       ],
       "updatedAt": "2026-10-25T03:13:34.027480+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit|2026-10-21T17:09:55+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.819976+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit|2026-10-21T17:09:55+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -3879,21 +3902,6 @@
       ],
       "updatedAt": "2026-10-25T03:30:07.728077+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit|2026-10-21T17:09:55+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.668303+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit|2026-10-21T17:09:55+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.759493+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit|2026-10-21T17:09:55+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
@@ -3938,21 +3946,6 @@
       ],
       "updatedAt": "2026-10-25T03:30:07.942558+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.861809+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.937886+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
@@ -4117,12 +4110,6 @@
       ],
       "updatedAt": "2026-10-25T03:30:10.584627+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit|2026-10-21T17:04:56+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.751760+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit|2026-10-21T17:04:56+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -4131,12 +4118,6 @@
       ],
       "updatedAt": "2026-10-25T03:30:07.825489+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit|2026-10-21T17:04:56+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.700415+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit|2026-10-21T17:04:56+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
@@ -4315,13 +4296,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T03:07:40.557626+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.505810+00:00"
+      "updatedAt": "2026-10-25T03:31:50.690284+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
@@ -4352,21 +4327,6 @@
       ],
       "updatedAt": "2026-10-25T03:30:07.047415+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.389624+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.433545+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
@@ -4417,12 +4377,6 @@
       ],
       "updatedAt": "2026-10-25T03:30:09.563627+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Thinking-2507-AWQ-4bit|2026-10-21T17:12:48+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.627828+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Thinking-2507-AWQ-4bit|2026-10-21T17:12:48+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
@@ -4498,13 +4452,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T03:07:40.624580+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-4bit|2026-10-21T17:21:32+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.565326+00:00"
+      "updatedAt": "2026-10-25T03:31:50.741877+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-4bit|2026-10-21T17:21:32+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -4543,21 +4491,6 @@
       ],
       "updatedAt": "2026-10-25T03:30:07.081008+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-4bit|2026-10-21T17:21:32+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.432342+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-4bit|2026-10-21T17:21:32+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.481706+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-4bit|2026-10-21T17:21:32+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
@@ -4885,15 +4818,6 @@
       ],
       "updatedAt": "2026-10-25T03:30:08.085755+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/command-a-reasoning-08-2025-AWQ-4bit|2026-10-21T17:00:11+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T03:07:40.920027+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/command-a-reasoning-08-2025-AWQ-4bit|2026-10-21T17:00:11+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
@@ -4937,6 +4861,14 @@
       ],
       "updatedAt": "2026-10-25T03:07:42.463979+00:00"
     },
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.194280+00:00"
+    },
     "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -5268,6 +5200,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:26.835688+00:00"
     },
+    "https://modelscope.cn/models/ibm-granite/granitelib-core-r1.0|2026-10-21T18:58:33+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.575140+00:00"
+    },
     "https://modelscope.cn/models/ibm-granite/granitelib-core-r1.0|2026-10-21T18:58:33+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -5327,6 +5267,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:25.620450+00:00"
     },
+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.180873+00:00"
+    },
     "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -5357,6 +5305,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:25.735778+00:00"
     },
+    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-22T03:51:50+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.407987+00:00"
+    },
     "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-22T03:51:50+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -5464,6 +5420,14 @@
       ],
       "updatedAt": "2026-10-25T03:30:05.909736+00:00"
     },
+    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.474625+00:00"
+    },
     "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -5523,6 +5487,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:26.076548+00:00"
     },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.407966+00:00"
+    },
     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -5582,6 +5554,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:25.955521+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.194554+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -5684,6 +5664,14 @@
       ],
       "updatedAt": "2026-10-25T03:30:06.001675+00:00"
     },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.336334+00:00"
+    },
     "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -5743,6 +5731,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:25.955278+00:00"
     },
+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.263271+00:00"
+    },
     "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -5822,6 +5818,14 @@
       ],
       "updatedAt": "2026-10-25T03:30:00.274262+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-24T13:14:03+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.020331+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-24T13:14:03+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -5881,6 +5885,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:25.556728+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-24T12:59:23+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.020599+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-24T12:59:23+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -5940,6 +5952,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:25.557129+00:00"
     },
+    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.019765+00:00"
+    },
     "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -5999,6 +6019,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:25.556115+00:00"
     },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.335978+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -6058,6 +6086,14 @@
       ],
       "updatedAt": "2026-10-25T03:09:25.955301+00:00"
     },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T03:31:50.335954+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -6836,6 +6872,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-25T03:29:59.172631+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T03:31:49.765315+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 3158c0d7d9..8cdb4e53ce 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3809,6 +3809,18 @@
 {"batchId": "a9e1cb41797e494c90097428b7c64cba", "completedAt": "2026-10-25T02:30:11.995204+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-25T02:30:09.761052+00:00", "framework": "vllm_tokenizer_patch", "intentId": "7fe409be525549209111f4e53d541d4c", "lastModified": "2026-10-21T16:58:14+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-25T03:30:18.293686+00:00", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5771004", "taskType": "text-generation"}
 {"batchId": "a3600559e38849dab8a537b39bd6c6b7", "completedAt": "2026-10-25T02:52:53.138378+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-25T02:52:50.883782+00:00", "framework": "vllm_tokenizer_patch", "intentId": "25dc79da915e45ffa87ae1c4aa1d37d2", "lastModified": "2026-10-24T12:01:13+00:00", "modelAddress": "https://modelscope.cn/models/kakarotter/calix", "reason": null, "reconciledAt": "2026-10-25T03:30:18.295080+00:00", "repoId": "kakarotter/calix", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5771333", "taskType": "text-generation"}
 {"batchId": "3847981ede0c44208ee957b63c7529ab", "completedAt": "2026-10-25T03:12:44.632876+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:12:42.283230+00:00", "framework": "vllm_fix_tokenizer", "intentId": "cefc269bf0bf4509a434e70429166d48", "lastModified": "2026-10-21T16:19:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-25T03:30:18.293446+00:00", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5771609", "taskType": "text-generation"}
+{"batchId": "7bbf4e9cd2564bd8a27a6f258755dd6e", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:31:51.326232+00:00", "framework": "vllm-mlu", "intentId": "7fdeb2baee074948b2f055bb8581645c", "lastModified": "2026-10-21T16:56:28+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation"}
+{"batchId": "7bbf4e9cd2564bd8a27a6f258755dd6e", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:31:51.326344+00:00", "framework": "vllm-mlu", "intentId": "e506ebf34a1146848cf197076f4efc4e", "lastModified": "2026-10-21T16:21:36+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-8bit", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation"}
+{"batchId": "7bbf4e9cd2564bd8a27a6f258755dd6e", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:31:51.326398+00:00", "framework": "vllm-mlu", "intentId": "31de130c716641d795e8dff2cb3eb9c8", "lastModified": "2026-10-21T16:38:25+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation"}
+{"batchId": "7bbf4e9cd2564bd8a27a6f258755dd6e", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:31:51.326449+00:00", "framework": "vllm-mlu", "intentId": "d66166a8a3b645fcbae3fa6a044ea3ef", "lastModified": "2026-10-21T17:09:55+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation"}
+{"batchId": "7bbf4e9cd2564bd8a27a6f258755dd6e", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:31:51.326498+00:00", "framework": "vllm_tokenizer_patch", "intentId": "1d476d534d7f49a79dadbad4ab32df40", "lastModified": "2026-10-21T17:24:35+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "7bbf4e9cd2564bd8a27a6f258755dd6e", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:31:51.326539+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d2a79672ba924b7ba4620817023560dd", "lastModified": "2026-10-21T16:49:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "7bbf4e9cd2564bd8a27a6f258755dd6e", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:31:51.326577+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e9478ea17aca48e7807785cf960c42d5", "lastModified": "2026-10-21T17:02:31+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit", "repoId": "cyankiwi/Nemotron-Cascade-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "7bbf4e9cd2564bd8a27a6f258755dd6e", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:31:51.326615+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9743c5d1b003456d949cfed25e8aa555", "lastModified": "2026-10-21T17:08:03+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "7bbf4e9cd2564bd8a27a6f258755dd6e", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:31:51.326652+00:00", "framework": "vllm_tokenizer_patch", "intentId": "14afe9579a6840babef6c9dec9d16cf4", "lastModified": "2026-10-21T16:31:43+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "7bbf4e9cd2564bd8a27a6f258755dd6e", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:31:51.326689+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b63641fca179496a8443d0210f12b012", "lastModified": "2026-10-21T17:19:37+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-8bit", "repoId": "cyankiwi/KAT-Dev-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "7bbf4e9cd2564bd8a27a6f258755dd6e", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:31:51.326726+00:00", "framework": "vllm_tokenizer_patch", "intentId": "2f1f62e47154476bbefdd73332348c6e", "lastModified": "2026-10-21T17:00:21+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/LFM2-8B-A1B-AWQ-4bit", "repoId": "cyankiwi/LFM2-8B-A1B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "7bbf4e9cd2564bd8a27a6f258755dd6e", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:31:51.326764+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0658071daa8842eabaed9a5f7e0d5901", "lastModified": "2026-10-21T16:41:10+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
 {"batchId": "9dd002591f884ecda4bbbcb3f996d497", "completedAt": "2026-10-25T03:30:16.354105+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:30:12.882263+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9d6e9842a65d4b3eb97346b417cf617e", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "9dd002591f884ecda4bbbcb3f996d497", "completedAt": "2026-10-25T03:30:16.354103+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:30:12.882225+00:00", "framework": "vllm_tokenizer_patch", "intentId": "79abd4a0d8bc40f4b19f1925c71fc4af", "repoId": "cyankiwi/LFM2-8B-A1B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "9dd002591f884ecda4bbbcb3f996d497", "completedAt": "2026-10-25T03:30:16.354100+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:30:12.882186+00:00", "framework": "vllm_tokenizer_patch", "intentId": "404c75abad3d47fc8b843aff022807fa", "repoId": "cyankiwi/KAT-Dev-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 39cc880088..dba8b52693 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "4fecd77a4e64cb25be2617040a62325b7d4b2adc23195fa3cfb74792a77e9a4d",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "303a37271e041e615101fe36787bc50abd41237939980072188cdbe644ad7075",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "b1a468b7a26b24cf15999c17f26ca2024f61ef124a6a82b27ee302e22e794e00",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "591ed036681dfae080d7e631388073ea8ec646e357e9fb30763e286c88440762",
-    ".modelhub_state/official_capabilities.json": "54a056a3cafcf1e717b6757f1aa4253afe802e37fe67f438e2f0bf93abaa510d",
+    ".modelhub_state/market_intelligence.json": "c7fdd1fdbe7fc490ee37887a4b14225b2517fab10fb6c848796ae934d8c83112",
+    ".modelhub_state/official_capabilities.json": "f6b69caf0e43e73885fa05de11faa31f28c07abbe412ba7f673036a6eef5cbce",
     ".modelhub_state/outcome_checkpoint.json": "e6086aa544a83f55e0126ad493e3ee2e952b27113bfe97261e3a3d61a68b8fac",
     ".modelhub_state/queue_cleanup_latest.json": "e6f658723575ff63937af078f91e51b68d1e468b619379fefa1155fe4bb45048",
     ".modelhub_state/recent_outcomes.jsonl": "830c2ff111f59760a2ea62ad4bafc21041089715791d16819acba29dc71281a1",
     ".modelhub_state/recovery_active_tasks.jsonl": "64a109bd5c3f1cdb5afe8ac6d9be732457442c42f284f2238bc4727331302b53",
-    ".modelhub_state/recovery_intents.jsonl": "da0f2de0631e13ddf37541343a45349830241665af4ceb97ea4e17932893bc9f",
+    ".modelhub_state/recovery_intents.jsonl": "df18ee35b3d81ae87a368e1ee31b3ba74e7045f2c556e6f71a520086ffdcd4fc",
     ".modelhub_state/routing_intelligence.json": "8b057371fb1380907e210c351710ef2226b0914e690e78526637550d9030d986",
     ".modelhub_state/submission_exclusions.jsonl": "ec0164a066e590a129ed69be5c4279284ccf1a85230e402be88754b03203581d",
     ".modelhub_state/worker_crashes.jsonl": "e436652d39bca5bcba31822ff9fb949a9d7ff0b7f509c170e258a53d7e01ce9a",
     "ledger/submissions.jsonl": "f831a389efc66073519ebd6aba8f453cb35ef8c24ff3b1c6a7fdf10a0f79340e",
     "outcomes/submissions.jsonl": "f482cefd39e74ac6b3a876f568591939e9b0339e256aaddbc19aa10b384e45e5"
   },
-  "generation": 35335,
-  "phase": "cycle",
+  "generation": 35336,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-25T03:30:18.487419+00:00",
+  "updatedAt": "2026-10-25T03:31:51.548843+00:00",
   "writerId": "5c9906c400e2442789cb0c734d70dc03"
 }