diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 0db414612f..a230a1ec75 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3814,18 +3814,18 @@
 {"batchId": "23f906e7c20d4b738619f141cfd91de4", "completedAt": "2026-10-25T05:43:07.276950+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T05:43:04.920489+00:00", "framework": "vllm_fix_tokenizer", "intentId": "029fd72a4dd549e0b01178b488e89f7e", "lastModified": "2026-10-21T17:18:20+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-25T06:03:58.806257+00:00", "repoId": "cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5773637", "taskType": "text-generation"}
 {"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": "2026-10-25T06:03:58.806525+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": "2026-10-25T06:03:58.805373+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": "d27ee359b13942f8adec60a52ad69b59", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512358+00:00", "framework": "vllm-mlu", "intentId": "54462c25d12c435d9837b11e38ac2d7d", "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": "d27ee359b13942f8adec60a52ad69b59", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512470+00:00", "framework": "vllm-mlu", "intentId": "961ff890f17b4e7b88508d2f96744d25", "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": "d27ee359b13942f8adec60a52ad69b59", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512524+00:00", "framework": "vllm-mlu", "intentId": "f0cdd77fd7ea4be19402f9f320592e44", "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": "d27ee359b13942f8adec60a52ad69b59", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512575+00:00", "framework": "vllm_tokenizer_patch", "intentId": "30ce192d8ce34146b6f30b4501633afe", "lastModified": "2026-10-21T15:59:12+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
-{"batchId": "d27ee359b13942f8adec60a52ad69b59", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512616+00:00", "framework": "vllm_tokenizer_patch", "intentId": "8a2b7f1e6d494401b50f50429dcc8502", "lastModified": "2026-10-21T16:02:35+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Hermes-4.3-36B-AWQ-8bit", "repoId": "cyankiwi/Hermes-4.3-36B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
-{"batchId": "d27ee359b13942f8adec60a52ad69b59", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512667+00:00", "framework": "vllm_tokenizer_patch", "intentId": "902dc5a064fc4e7596426649df530117", "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": "d27ee359b13942f8adec60a52ad69b59", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512712+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4e3d8df6b66246d38b0c52ad440df734", "lastModified": "2026-10-21T15:53:43+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
-{"batchId": "d27ee359b13942f8adec60a52ad69b59", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512750+00:00", "framework": "vllm_tokenizer_patch", "intentId": "fbc99e6114fe4dd09e9a1917e3f35735", "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": "d27ee359b13942f8adec60a52ad69b59", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512789+00:00", "framework": "vllm_tokenizer_patch", "intentId": "08d66bac94834fc185271dc6f26fb7a2", "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": "d27ee359b13942f8adec60a52ad69b59", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512827+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f763037079aa4fa0bfd38ead74d1db3e", "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": "d27ee359b13942f8adec60a52ad69b59", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512865+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f7ae24b1ee9143ea9bd25b7fd2d28322", "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": "d27ee359b13942f8adec60a52ad69b59", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512902+00:00", "framework": "vllm_tokenizer_patch", "intentId": "92f21adf1f5c435eb0a8994e9be9fc73", "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": "d27ee359b13942f8adec60a52ad69b59", "completedAt": "2026-10-25T06:05:33.953755+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512902+00:00", "framework": "vllm_tokenizer_patch", "intentId": "92f21adf1f5c435eb0a8994e9be9fc73", "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": "d27ee359b13942f8adec60a52ad69b59", "completedAt": "2026-10-25T06:05:33.953752+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512865+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f7ae24b1ee9143ea9bd25b7fd2d28322", "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": "d27ee359b13942f8adec60a52ad69b59", "completedAt": "2026-10-25T06:05:33.953749+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512827+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f763037079aa4fa0bfd38ead74d1db3e", "repoId": "cyankiwi/KAT-Dev-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "d27ee359b13942f8adec60a52ad69b59", "completedAt": "2026-10-25T06:05:33.953746+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512789+00:00", "framework": "vllm_tokenizer_patch", "intentId": "08d66bac94834fc185271dc6f26fb7a2", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "d27ee359b13942f8adec60a52ad69b59", "completedAt": "2026-10-25T06:05:33.953743+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512750+00:00", "framework": "vllm_tokenizer_patch", "intentId": "fbc99e6114fe4dd09e9a1917e3f35735", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "d27ee359b13942f8adec60a52ad69b59", "completedAt": "2026-10-25T06:05:33.953740+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512712+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4e3d8df6b66246d38b0c52ad440df734", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "d27ee359b13942f8adec60a52ad69b59", "completedAt": "2026-10-25T06:05:33.953737+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512667+00:00", "framework": "vllm_tokenizer_patch", "intentId": "902dc5a064fc4e7596426649df530117", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "d27ee359b13942f8adec60a52ad69b59", "completedAt": "2026-10-25T06:05:33.953733+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512616+00:00", "framework": "vllm_tokenizer_patch", "intentId": "8a2b7f1e6d494401b50f50429dcc8502", "repoId": "cyankiwi/Hermes-4.3-36B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "d27ee359b13942f8adec60a52ad69b59", "completedAt": "2026-10-25T06:05:33.953730+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512575+00:00", "framework": "vllm_tokenizer_patch", "intentId": "30ce192d8ce34146b6f30b4501633afe", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "d27ee359b13942f8adec60a52ad69b59", "completedAt": "2026-10-25T06:05:33.953727+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512524+00:00", "framework": "vllm-mlu", "intentId": "f0cdd77fd7ea4be19402f9f320592e44", "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": "d27ee359b13942f8adec60a52ad69b59", "completedAt": "2026-10-25T06:05:33.953723+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512470+00:00", "framework": "vllm-mlu", "intentId": "961ff890f17b4e7b88508d2f96744d25", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "d27ee359b13942f8adec60a52ad69b59", "completedAt": "2026-10-25T06:05:33.953705+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:05:31.512358+00:00", "framework": "vllm-mlu", "intentId": "54462c25d12c435d9837b11e38ac2d7d", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "1a00c2255d894f4796a7aa8bfbac81a1", "completedAt": "2026-10-25T06:03:53.421775+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:03:50.722004+00:00", "framework": "vllm_tokenizer_patch", "intentId": "77828e186ef745b898c28b3b96bc2f8d", "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": "1a00c2255d894f4796a7aa8bfbac81a1", "completedAt": "2026-10-25T06:03:53.421772+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:03:50.721967+00:00", "framework": "vllm_tokenizer_patch", "intentId": "639fbfb4733b44a5a51c2e0b81af9443", "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": "1a00c2255d894f4796a7aa8bfbac81a1", "completedAt": "2026-10-25T06:03:53.421770+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:03:50.721930+00:00", "framework": "vllm_tokenizer_patch", "intentId": "6d77e14089b244fca2ff3714fe0984ca", "repoId": "cyankiwi/KAT-Dev-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
@@ -4114,15 +4114,3 @@
 {"batchId": "a108815c71d14fadbf51e591bb93a7f0", "completedAt": "2026-10-25T05:26:33.318074+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T05:26:30.698472+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d6bd529b200344c886108683a2b54f09", "repoId": "cyankiwi/OmniCoder-9B-AWQ-BF16-INT8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
 {"batchId": "a108815c71d14fadbf51e591bb93a7f0", "completedAt": "2026-10-25T05:26:33.318072+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T05:26:30.698430+00:00", "framework": "vllm_fix_tokenizer", "intentId": "e34c5c87eeb74fa0abd23a10c70966be", "repoId": "cyankiwi/MiroThinker-v1.5-30B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
 {"batchId": "a108815c71d14fadbf51e591bb93a7f0", "completedAt": "2026-10-25T05:26:33.318069+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T05:26:30.698388+00:00", "framework": "vllm_fix_tokenizer", "intentId": "33c7144d7c354344b23b241a8af557a2", "repoId": "RecursiveSI/flint-int4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a108815c71d14fadbf51e591bb93a7f0", "completedAt": "2026-10-25T05:26:33.318066+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T05:26:30.698345+00:00", "framework": "vllm_fix_tokenizer", "intentId": "5f1bb2e888b9400282d8a73f5b3c3ba8", "repoId": "ukisai/Swift-1.5-4bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a108815c71d14fadbf51e591bb93a7f0", "completedAt": "2026-10-25T05:26:33.318063+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T05:26:30.698303+00:00", "framework": "vllm_fix_tokenizer", "intentId": "a5fb332a19cf4b659c498946aeecaa13", "repoId": "cyankiwi/OmniCoder-9B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a108815c71d14fadbf51e591bb93a7f0", "completedAt": "2026-10-25T05:26:33.318060+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T05:26:30.698259+00:00", "framework": "vllm_fix_tokenizer", "intentId": "cba9deef362f456aa98590d8b1213d32", "repoId": "ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a108815c71d14fadbf51e591bb93a7f0", "completedAt": "2026-10-25T05:26:33.318057+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T05:26:30.698215+00:00", "framework": "vllm_fix_tokenizer", "intentId": "085c072fa53248ed9900d0e52042067d", "repoId": "cyankiwi/Qwen3-30B-A3B-Instruct-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a108815c71d14fadbf51e591bb93a7f0", "completedAt": "2026-10-25T05:26:33.318054+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T05:26:30.698162+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d3938f362f764732905e52636852d31c", "repoId": "cyankiwi/GLM-4.7-Flash-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a108815c71d14fadbf51e591bb93a7f0", "completedAt": "2026-10-25T05:26:33.318051+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T05:26:30.698112+00:00", "framework": "vllm-mlu", "intentId": "325db33a8b134e7f87868851edac9c5b", "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": "a108815c71d14fadbf51e591bb93a7f0", "completedAt": "2026-10-25T05:26:33.318048+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T05:26:30.698062+00:00", "framework": "vllm-mlu", "intentId": "34b60680350c4e7e90c9e7b77f9002c8", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a108815c71d14fadbf51e591bb93a7f0", "completedAt": "2026-10-25T05:26:33.318044+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T05:26:30.698007+00:00", "framework": "vllm-mlu", "intentId": "4bbf5ba84a164751a5fb26d577f713b0", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a108815c71d14fadbf51e591bb93a7f0", "completedAt": "2026-10-25T05:26:33.318028+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T05:26:30.697903+00:00", "framework": "vllm-mlu", "intentId": "6cb35c1350f94d728775aff5be68660b", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "f64a0926908d469d9d11af5df36f880c", "completedAt": "2026-10-25T05:24:55.908489+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T05:24:53.429206+00:00", "framework": "vllm_fix_tokenizer", "intentId": "1895f9404baa40048eb6ece75726aede", "repoId": "cyankiwi/OmniCoder-9B-AWQ-BF16-INT8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "f64a0926908d469d9d11af5df36f880c", "completedAt": "2026-10-25T05:24:55.908486+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T05:24:53.429157+00:00", "framework": "vllm_fix_tokenizer", "intentId": "9f19569b06664ff086531eb5d3c41a37", "repoId": "cyankiwi/MiroThinker-v1.5-30B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "f64a0926908d469d9d11af5df36f880c", "completedAt": "2026-10-25T05:24:55.908483+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T05:24:53.429115+00:00", "framework": "vllm_fix_tokenizer", "intentId": "a3a1c352bd84410b85483f5973a77e76", "repoId": "RecursiveSI/flint-int4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index a6e7c1456a..5e1737882f 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 3947,
   "acceptedTotal": 3947,
-  "generatedAt": "2026-10-25T06:03:53.264733+00:00",
+  "generatedAt": "2026-10-25T06:05:33.866975+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 2eb91e019c..027375a872 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "341e6aae8ffd1a8bd62598f03da01e72fbe44f00f20996aa3f865cb969063921",
     ".modelhub_state/recent_outcomes.jsonl": "a72456cbfe23ff1129e6478906cdb1762ec26681da2c1e8800e505e07b350885",
     ".modelhub_state/recovery_active_tasks.jsonl": "80a5ce2167898168e199aff9861feeddf11ed22798a657c422e1640c47f534cc",
-    ".modelhub_state/recovery_intents.jsonl": "d01eac240946d22a58d82e1069ac99dd934be844381071c7df9d1dd6dc2b605e",
-    ".modelhub_state/routing_intelligence.json": "2fd7deda1284390c1401aebcd4c6f1179c22dece14dca94a6dd46e6536f84724",
+    ".modelhub_state/recovery_intents.jsonl": "d57cf3786ea0cf6b94690cd196cc20aaf7a0019baf99bf10a9080bb6a7807ba2",
+    ".modelhub_state/routing_intelligence.json": "acfb156bb1b8c39acf6ab7a8dd447fa6dafdaaf35937e41b1bbb1c16d72583d6",
     ".modelhub_state/submission_exclusions.jsonl": "ec0164a066e590a129ed69be5c4279284ccf1a85230e402be88754b03203581d",
     ".modelhub_state/worker_crashes.jsonl": "3527d86c4fe5a43e8c0b1158e6f24e748474fce5a149c696caf4a1da895ac64a",
     "ledger/submissions.jsonl": "2af3cf461e66f85f1622cfb11628019e49583e9af5a9fb8d3993966c866a1ed7",
     "outcomes/submissions.jsonl": "a5f8b2bce2982924075a870978e9b5ff765f9f44f276204211937092aeb7a5c9"
   },
-  "generation": 35611,
-  "phase": "intent",
+  "generation": 35612,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-25T06:05:31.681044+00:00",
+  "updatedAt": "2026-10-25T06:05:34.135100+00:00",
   "writerId": "750e06ff79b245419d079bcf827fbb45"
 }