diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index d015d1fff3..82c6ef9b01 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-25T06:48:28.242395+00:00",
+  "generatedAt": "2026-10-25T06:50:18.657315+00:00",
   "summary": {
     "activeBlockCount": 24,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 922a31695a..d5cfa7b696 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-25T06:48:28.363996+00:00",
+  "generatedAt": "2026-10-25T06:50:18.765061+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 1bb8380663..eb03eeb105 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T06:48:28.363996+00:00",
+  "catalogUpdatedAt": "2026-10-25T06:50:18.765061+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-25T06:48:38.865784+00:00",
+  "generatedAt": "2026-10-25T06:50:21.438222+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -302,14 +302,6 @@
       ],
       "updatedAt": "2026-10-25T06:48:34.937546+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Cambricon_mlu-370-x8": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T06:30:05.952818+00:00"
-    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -354,6 +346,14 @@
       ],
       "updatedAt": "2026-10-25T06:48:34.985476+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",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T06:50:21.438730+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -406,6 +406,14 @@
       ],
       "updatedAt": "2026-10-25T06:35:02.954264+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T06:50:21.438398+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -1794,6 +1802,14 @@
       ],
       "updatedAt": "2026-10-25T06:48:28.616081+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": "2026-10-25T06:50:20.632397+00:00"
+    },
     "https://modelscope.cn/models/RecursiveSI/flint-int4|2026-10-22T01:37:07+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -2234,6 +2250,14 @@
       ],
       "updatedAt": "2026-10-25T06:35:01.332904+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": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T06:50:20.632203+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": {
       "taskTypes": [
         "text-generation",
@@ -2580,14 +2604,6 @@
       ],
       "updatedAt": "2026-10-25T06:48:35.729901+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Cambricon_mlu-370-x8": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T06:30:06.106244+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -2947,6 +2963,14 @@
       ],
       "updatedAt": "2026-10-25T06:35:01.582731+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-8bit|2026-10-21T19:09:20+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T06:50:20.920256+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-8bit|2026-10-21T19:09:20+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -3347,6 +3371,14 @@
       ],
       "updatedAt": "2026-10-25T06:35:01.530271+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit|2026-10-21T19:49:11+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T06:50:20.900819+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit|2026-10-21T19:49:11+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -3417,14 +3449,6 @@
       ],
       "updatedAt": "2026-10-25T06:46:41.021883+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit|2026-10-21T16:58:14+00:00|Cambricon_mlu-370-x8": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T06:30:06.192064+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit|2026-10-21T16:58:14+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -3485,14 +3509,6 @@
       ],
       "updatedAt": "2026-10-25T06:48:35.390972+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-8bit|2026-10-21T17:19:37+00:00|Cambricon_mlu-370-x8": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T06:30:06.006671+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-8bit|2026-10-21T17:19:37+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -3603,6 +3619,14 @@
       ],
       "updatedAt": "2026-10-25T06:46:34.544164+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit|2026-10-21T19:08:10+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T06:50:21.118243+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit|2026-10-21T19:08:10+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -3666,6 +3690,14 @@
       ],
       "updatedAt": "2026-10-25T06:35:01.794740+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/MiMo-V2-Flash-AWQ-4bit|2026-10-21T18:58:16+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T06:50:21.146086+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/MiMo-V2-Flash-AWQ-4bit|2026-10-21T18:58:16+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -4059,14 +4091,6 @@
       ],
       "updatedAt": "2026-10-25T06:48:35.480090+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-x8": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T06:30:06.030361+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-REAP-139B-A10B-AWQ-4bit|2026-10-21T17:12:30+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -4121,6 +4145,14 @@
       ],
       "updatedAt": "2026-10-25T06:35:01.590723+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T06:50:20.903924+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -4223,14 +4255,6 @@
       ],
       "updatedAt": "2026-10-25T06:48:35.402407+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit|2026-10-21T17:18:20+00:00|Cambricon_mlu-370-x8": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T06:30:06.016129+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit|2026-10-21T17:18:20+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -4262,14 +4286,6 @@
       ],
       "updatedAt": "2026-10-25T06:35:01.253065+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit|2026-10-21T16:56:31+00:00|Cambricon_mlu-370-x8": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T06:30:06.192115+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit|2026-10-21T16:56:31+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -4307,14 +4323,6 @@
       ],
       "updatedAt": "2026-10-25T06:48:35.604722+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit|2026-10-21T17:09:55+00:00|Cambricon_mlu-370-x8": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T06:30:06.106220+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit|2026-10-21T17:09:55+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -4351,14 +4359,6 @@
       ],
       "updatedAt": "2026-10-25T06:35:03.361471+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Cambricon_mlu-370-x8": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T06:30:06.107436+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -4652,14 +4652,6 @@
       ],
       "updatedAt": "2026-10-25T06:35:03.114587+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Cambricon_mlu-370-x8": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T06:30:05.973237+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -4783,14 +4775,6 @@
       ],
       "updatedAt": "2026-10-25T06:48:35.029285+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-4bit|2026-10-21T17:21:32+00:00|Cambricon_mlu-370-x8": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T06:30:06.015802+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-4bit|2026-10-21T17:21:32+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -5111,14 +5095,6 @@
       ],
       "updatedAt": "2026-10-25T06:48:36.151494+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/command-a-reasoning-08-2025-AWQ-4bit|2026-10-21T17:00:11+00:00|Cambricon_mlu-370-x8": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T06:30:06.107726+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/command-a-reasoning-08-2025-AWQ-4bit|2026-10-21T17:00:11+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -5700,6 +5676,14 @@
       ],
       "updatedAt": "2026-10-25T06:35:01.319160+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": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T06:50:20.632018+00:00"
+    },
     "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-22T03:51:50+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -5784,6 +5768,14 @@
       ],
       "updatedAt": "2026-10-25T06:35:01.326243+00:00"
     },
+    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T06:50:20.632697+00:00"
+    },
     "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -6080,6 +6072,14 @@
       ],
       "updatedAt": "2026-10-25T06:35:02.939588+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF|2026-10-21T18:27:55+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T06:50:21.438222+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF|2026-10-21T18:27:55+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -7305,6 +7305,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-25T06:48:28.363996+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T06:50:18.765061+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 5dec3241f9..3e1e85d4fc 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3815,6 +3815,18 @@
 {"batchId": "ff8835bb9e9d4c0c94644f0b78275e65", "completedAt": "2026-10-25T05:58:45.711401+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T05:58:43.422865+00:00", "framework": "vllm_fix_tokenizer", "intentId": "ce2b4eefc63647a8b5554027dd9ad79d", "lastModified": "2026-10-21T17:13:13+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-25T06:48:47.231842+00:00", "repoId": "cyankiwi/OmniCoder-9B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Vastai_va16", "taskId": "5773873", "taskType": "text-generation"}
 {"batchId": "e0e6366ad1824a488d4515d9bcbfdcd9", "completedAt": "2026-10-25T06:03:01.088967+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:02:58.590957+00:00", "framework": "vllm-mlu", "intentId": "f90b6a23945048309625d542ef293896", "lastModified": "2026-10-21T16:56:28+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-25T06:48:47.231555+00:00", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "recovered_active", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "5773955", "taskType": "text-generation"}
 {"batchId": "6d3bdabe2a5249f9bc3db33c70ac9281", "completedAt": "2026-10-25T06:27:11.237731+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:26:57.304528+00:00", "framework": "vllm-mlu", "intentId": "25e75a2e8d2449a1b86e96cf1248cdfb", "lastModified": "2026-10-21T14:42:38+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Jan-v1-4B-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-25T06:48:47.233728+00:00", "repoId": "cyankiwi/Jan-v1-4B-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "recovered_active", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "5774395", "taskType": "text-generation"}
+{"batchId": "7c7a111dfbaa45d097a1ffb0b2ae1135", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:50:26.527866+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4ca5db78bda94ff1a502fc314b3c4fc9", "lastModified": "2026-10-21T14:17:13+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.0-30B-AWQ-4bit", "repoId": "cyankiwi/MiroThinker-v1.0-30B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "7c7a111dfbaa45d097a1ffb0b2ae1135", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:50:26.527966+00:00", "framework": "vllm_tokenizer_patch", "intentId": "730e8f69e31e4039bd2ce15ad9227c35", "lastModified": "2026-10-21T14:42:38+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Jan-v1-4B-AWQ-8bit", "repoId": "cyankiwi/Jan-v1-4B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "7c7a111dfbaa45d097a1ffb0b2ae1135", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:50:26.528013+00:00", "framework": "vllm-mlu", "intentId": "2d8a0475e3544d3290d33c8ee0cac84c", "lastModified": "2026-10-21T14:41:08+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-4bit", "repoId": "cyankiwi/AgentCPM-Report-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation"}
+{"batchId": "7c7a111dfbaa45d097a1ffb0b2ae1135", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:50:26.528068+00:00", "framework": "vllm-mlu", "intentId": "277196851fcf4bfc9cf918c172f67709", "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": "7c7a111dfbaa45d097a1ffb0b2ae1135", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:50:26.528118+00:00", "framework": "vllm-mlu", "intentId": "897df68b9d2648aabf17ad0ee67d05fe", "lastModified": "2026-10-21T08:40:28+00:00", "modelAddress": "https://modelscope.cn/models/XHToken/Spark-X2.6-4B", "repoId": "XHToken/Spark-X2.6-4B", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation"}
+{"batchId": "7c7a111dfbaa45d097a1ffb0b2ae1135", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:50:26.528167+00:00", "framework": "vllm-mlu", "intentId": "64709816ec5c4580ba0e8a75477a11d3", "lastModified": "2026-10-21T14:18:30+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-8bit", "repoId": "cyankiwi/Orchestrator-8B-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation"}
+{"batchId": "7c7a111dfbaa45d097a1ffb0b2ae1135", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:50:26.528235+00:00", "framework": "vllm-mlu", "intentId": "81e9caf41d99446496596dd16ab94b81", "lastModified": "2026-10-21T14:56:09+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Trinity-Mini-AWQ-4bit", "repoId": "cyankiwi/Trinity-Mini-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation"}
+{"batchId": "7c7a111dfbaa45d097a1ffb0b2ae1135", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:50:26.528284+00:00", "framework": "vllm-mlu", "intentId": "853294b6eafb4a0aa2eba52b39645279", "lastModified": "2026-10-21T13:30:22+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Hermes-4-14B-AWQ-8bit", "repoId": "cyankiwi/Hermes-4-14B-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation"}
+{"batchId": "7c7a111dfbaa45d097a1ffb0b2ae1135", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:50:26.528332+00:00", "framework": "vllm-mlu", "intentId": "954e60a2ba394135a169ed7c9d3cb8ad", "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": "7c7a111dfbaa45d097a1ffb0b2ae1135", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:50:26.528381+00:00", "framework": "vllm-mlu", "intentId": "a7291665279942b7aacb5c3850c0ba1e", "lastModified": "2026-10-21T13:20:37+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-8bit", "repoId": "cyankiwi/Nemotron-Cascade-8B-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation"}
+{"batchId": "7c7a111dfbaa45d097a1ffb0b2ae1135", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:50:26.528430+00:00", "framework": "vllm-mlu", "intentId": "42d1924da3c74f74b27cb409deded931", "lastModified": "2026-10-21T15:03:47+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-4B-Thinking-AWQ-8bit", "repoId": "cyankiwi/DASD-4B-Thinking-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation"}
+{"batchId": "7c7a111dfbaa45d097a1ffb0b2ae1135", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:50:26.528478+00:00", "framework": "vllm-mlu", "intentId": "9354f5739c9643888850a196106bc953", "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": "20fb9ce3b8cb4a6c84dc008211ae8b46", "completedAt": "2026-10-25T06:48:45.159929+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:48:42.622154+00:00", "framework": "vllm-mlu", "intentId": "e8656294128549f8a94717d6ca69699f", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "20fb9ce3b8cb4a6c84dc008211ae8b46", "completedAt": "2026-10-25T06:48:45.159926+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:48:42.622105+00:00", "framework": "vllm-mlu", "intentId": "ea143f280c5e47a9a8f6f2318e91cac6", "repoId": "cyankiwi/DASD-4B-Thinking-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "20fb9ce3b8cb4a6c84dc008211ae8b46", "completedAt": "2026-10-25T06:48:45.159922+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:48:42.622055+00:00", "framework": "vllm-mlu", "intentId": "d7a5904b76284f018f6d7bf9a2127984", "repoId": "cyankiwi/Nemotron-Cascade-8B-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 10e44851be..eb5bb21ba0 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "661aed546b4c1be3cd10caf0274dde33a76c2ab8415514cd01ffcdb9c370d317",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "79122fa4593130b2cad01af936a6327b2c9f6e81cf847bec52d7675411d45e3b",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "7bd3b2acd450274c598c16a0f12c22ba2853ed47cb9543299e92b1bbfcf8ff64",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "6b97858702b641fe3c598e2f07ebcc706c6c495c2a93b2a6643834676a70640d",
-    ".modelhub_state/official_capabilities.json": "937de2f4ac706321a27e05d2c85c9fbbffa1aaa0df309828b327af457a94a23c",
+    ".modelhub_state/market_intelligence.json": "95c0a7ca38258ed13a6981316339b35f7fe4552c43f048721348f02d5033d36e",
+    ".modelhub_state/official_capabilities.json": "2def9e7f9a77c24eb9fce97773c702746ba0dd40fd240822b7a8c226bfdede65",
     ".modelhub_state/outcome_checkpoint.json": "d618a75fdce3e8f040b2b16abb5363d51f75ce9eeabb9941c81b50c550a91772",
     ".modelhub_state/queue_cleanup_latest.json": "20ebd311b877efb9036b6e82b9a40e214eba88d0b16553ef9bf4db2c20060c48",
     ".modelhub_state/recent_outcomes.jsonl": "b92ed46b450b3ce786c42f5ee0f19d8d0d90ff9849fe13dee2a7e4143e614cc4",
     ".modelhub_state/recovery_active_tasks.jsonl": "c467bd1c58268b50c1d29f56f256a8a5b98065c2cd0cac3f645116f69c3a38ef",
-    ".modelhub_state/recovery_intents.jsonl": "fbafa92716e91398322fb99ff2492bbf2e2677583acebc1ead0d3ae5dae4b043",
+    ".modelhub_state/recovery_intents.jsonl": "66644a3e90a18f2d87455b382042972bb8e7c84f5f08b8370cd8dff2573c4e29",
     ".modelhub_state/routing_intelligence.json": "a1349ce56ebe95b44a7c11685c59338e7fd9ecb550745856103baba8097b220c",
     ".modelhub_state/submission_exclusions.jsonl": "ec0164a066e590a129ed69be5c4279284ccf1a85230e402be88754b03203581d",
     ".modelhub_state/worker_crashes.jsonl": "3527d86c4fe5a43e8c0b1158e6f24e748474fce5a149c696caf4a1da895ac64a",
     "ledger/submissions.jsonl": "23b8048e263ab30e992aaac459da205e68fa071d869e150f0971495df95d34b4",
     "outcomes/submissions.jsonl": "a3395647039bbe81da32bc387077177ca1a3af2f36d29962a598e8c8dbf70048"
   },
-  "generation": 35688,
-  "phase": "cycle",
+  "generation": 35689,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-25T06:48:47.422879+00:00",
+  "updatedAt": "2026-10-25T06:50:26.760842+00:00",
   "writerId": "750e06ff79b245419d079bcf827fbb45"
 }