diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index eb47eb6049..dd63413554 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3780,18 +3780,18 @@
 {"batchId": "0769d99f748742f49600fd4909c6d2ce", "completedAt": "2026-10-24T16:06:47.380054+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T16:06:44.013848+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5e3d332da96f42f692f5fa793fb603a5", "lastModified": "2026-10-21T17:09:55+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-24T17:15:28.118045+00:00", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5763338", "taskType": "text-generation"}
 {"batchId": "bb7ec58be12e4d3f8655894645a612e6", "completedAt": "2026-10-24T16:12:12.589086+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T16:12:08.407975+00:00", "framework": "vllm-mlu", "intentId": "ab130639d7354cf5868143fce30b54f3", "lastModified": "2026-10-21T16:56:31+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-24T17:15:28.117310+00:00", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "recovered_active", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "5763434", "taskType": "text-generation"}
 {"batchId": "867dc49e7d1649c2b43b051e02bb1c67", "completedAt": "2026-10-24T16:46:26.001248+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T16:46:23.572999+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d0dca5be96b0483ebe24e1c202615419", "lastModified": "2026-10-24T13:55:27+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4", "reason": null, "reconciledAt": "2026-10-24T17:15:28.117306+00:00", "repoId": "cyankiwi/LFM2.5-8B-A1B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5763860", "taskType": "text-generation"}
-{"batchId": "fba6414f7d1445d788ee0e7676cf9ad1", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.701409+00:00", "framework": "vllm_tokenizer_patch", "intentId": "1277e1bfcf5d498c980e353f90b13dd6", "lastModified": "2026-10-24T12:01:13+00:00", "modelAddress": "https://modelscope.cn/models/kakarotter/calix", "repoId": "kakarotter/calix", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
-{"batchId": "fba6414f7d1445d788ee0e7676cf9ad1", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.701554+00:00", "framework": "vllm_tokenizer_patch", "intentId": "272fca4cca664857bf4c8587c3538f0f", "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": "MetaX_c-500", "taskType": "text-generation"}
-{"batchId": "fba6414f7d1445d788ee0e7676cf9ad1", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.701635+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e6a9da8737574c98bd839cb62f5ab187", "lastModified": "2026-10-21T16:58:14+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
-{"batchId": "fba6414f7d1445d788ee0e7676cf9ad1", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.701714+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b8c53f8466c148bcbbee7e6cd8cb5fdb", "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": "MetaX_c-500", "taskType": "text-generation"}
-{"batchId": "fba6414f7d1445d788ee0e7676cf9ad1", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.701790+00:00", "framework": "vllm_tokenizer_patch", "intentId": "bc49dc51c78240588d4f4dcab88c0e25", "lastModified": "2026-10-24T13:55:27+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4", "repoId": "cyankiwi/LFM2.5-8B-A1B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
-{"batchId": "fba6414f7d1445d788ee0e7676cf9ad1", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.701859+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f6e94cbf818d45c4ab281ab4f8e3331b", "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": "fba6414f7d1445d788ee0e7676cf9ad1", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.701926+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e99ecffb38f94df0b86f4b2ba351fcd6", "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": "fba6414f7d1445d788ee0e7676cf9ad1", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.701993+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9e8733ec93104bbab69b4ae4f8bdac3c", "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": "fba6414f7d1445d788ee0e7676cf9ad1", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.702059+00:00", "framework": "vllm_fix_tokenizer", "intentId": "c15852467daa41d6b1d6efb6f1684948", "lastModified": "2026-10-21T16:56:28+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/GLM-4.7-Flash-AWQ-4bit", "repoId": "cyankiwi/GLM-4.7-Flash-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "fba6414f7d1445d788ee0e7676cf9ad1", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.702140+00:00", "framework": "vllm_fix_tokenizer", "intentId": "9b9188506fbd444e8fcaa4bc66422e33", "lastModified": "2026-10-21T16:41:42+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Qwen3-30B-A3B-Instruct-2507-AWQ-4bit", "repoId": "cyankiwi/Qwen3-30B-A3B-Instruct-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "fba6414f7d1445d788ee0e7676cf9ad1", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.702230+00:00", "framework": "vllm_fix_tokenizer", "intentId": "a4b345a0cce946cc96fcded469181702", "lastModified": "2026-10-24T00:34:29+00:00", "modelAddress": "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P", "repoId": "ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "fba6414f7d1445d788ee0e7676cf9ad1", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.702308+00:00", "framework": "vllm_fix_tokenizer", "intentId": "c8932266fb96424a838982f522ba72af", "lastModified": "2026-10-21T17:13:13+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-4bit", "repoId": "cyankiwi/OmniCoder-9B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
+{"batchId": "fba6414f7d1445d788ee0e7676cf9ad1", "completedAt": "2026-10-24T17:17:03.368079+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.702308+00:00", "framework": "vllm_fix_tokenizer", "intentId": "c8932266fb96424a838982f522ba72af", "repoId": "cyankiwi/OmniCoder-9B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "fba6414f7d1445d788ee0e7676cf9ad1", "completedAt": "2026-10-24T17:17:03.368077+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.702230+00:00", "framework": "vllm_fix_tokenizer", "intentId": "a4b345a0cce946cc96fcded469181702", "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": "fba6414f7d1445d788ee0e7676cf9ad1", "completedAt": "2026-10-24T17:17:03.368074+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.702140+00:00", "framework": "vllm_fix_tokenizer", "intentId": "9b9188506fbd444e8fcaa4bc66422e33", "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": "fba6414f7d1445d788ee0e7676cf9ad1", "completedAt": "2026-10-24T17:17:03.368071+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.702059+00:00", "framework": "vllm_fix_tokenizer", "intentId": "c15852467daa41d6b1d6efb6f1684948", "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": "fba6414f7d1445d788ee0e7676cf9ad1", "completedAt": "2026-10-24T17:17:03.368068+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.701993+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9e8733ec93104bbab69b4ae4f8bdac3c", "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": "fba6414f7d1445d788ee0e7676cf9ad1", "completedAt": "2026-10-24T17:17:03.368066+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.701926+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e99ecffb38f94df0b86f4b2ba351fcd6", "repoId": "cyankiwi/KAT-Dev-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "fba6414f7d1445d788ee0e7676cf9ad1", "completedAt": "2026-10-24T17:17:03.368063+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.701859+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f6e94cbf818d45c4ab281ab4f8e3331b", "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": "fba6414f7d1445d788ee0e7676cf9ad1", "completedAt": "2026-10-24T17:17:03.368059+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.701790+00:00", "framework": "vllm_tokenizer_patch", "intentId": "bc49dc51c78240588d4f4dcab88c0e25", "repoId": "cyankiwi/LFM2.5-8B-A1B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "fba6414f7d1445d788ee0e7676cf9ad1", "completedAt": "2026-10-24T17:17:03.368056+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.701714+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b8c53f8466c148bcbbee7e6cd8cb5fdb", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
+{"batchId": "fba6414f7d1445d788ee0e7676cf9ad1", "completedAt": "2026-10-24T17:17:03.368053+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.701635+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e6a9da8737574c98bd839cb62f5ab187", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
+{"batchId": "fba6414f7d1445d788ee0e7676cf9ad1", "completedAt": "2026-10-24T17:17:03.368048+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.701554+00:00", "framework": "vllm_tokenizer_patch", "intentId": "272fca4cca664857bf4c8587c3538f0f", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
+{"batchId": "fba6414f7d1445d788ee0e7676cf9ad1", "completedAt": "2026-10-24T17:17:03.368029+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:17:00.701409+00:00", "framework": "vllm_tokenizer_patch", "intentId": "1277e1bfcf5d498c980e353f90b13dd6", "repoId": "kakarotter/calix", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"batchId": "cb5d412b14f947c9b5a4a1564e308336", "completedAt": "2026-10-24T17:15:25.854874+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:15:22.554529+00:00", "framework": "vllm_fix_tokenizer", "intentId": "5b2dd77e436d481d9aeaee400ee0e1a3", "repoId": "cyankiwi/OmniCoder-9B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
 {"batchId": "cb5d412b14f947c9b5a4a1564e308336", "completedAt": "2026-10-24T17:15:25.854871+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:15:22.554487+00:00", "framework": "vllm_fix_tokenizer", "intentId": "833c4e6ae75744b494a132f6d609472c", "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": "cb5d412b14f947c9b5a4a1564e308336", "completedAt": "2026-10-24T17:15:25.854868+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T17:15:22.554444+00:00", "framework": "vllm_fix_tokenizer", "intentId": "05d6f2bc412e46b7ba864de3723ce683", "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"}
@@ -4080,15 +4080,3 @@
 {"batchId": "46eec474d97940b990fe4b39409cac4b", "completedAt": "2026-10-24T16:38:04.727128+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T16:38:00.331247+00:00", "framework": "vllm_tokenizer_patch", "intentId": "34dbb5489ad8457abdd8e3a9dac53b40", "repoId": "cyankiwi/LFM2.5-8B-A1B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"batchId": "46eec474d97940b990fe4b39409cac4b", "completedAt": "2026-10-24T16:38:04.727108+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T16:38:00.331131+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5cf2c3b4502b46a5b012b87244adab74", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"batchId": "14a8e65287f0462285dea9f3ded52202", "completedAt": "2026-10-24T16:36:24.844815+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T16:36:19.680011+00:00", "framework": "vllm-mlu", "intentId": "710fb998c3874d1989516027b26f7ff9", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "14a8e65287f0462285dea9f3ded52202", "completedAt": "2026-10-24T16:36:24.844812+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T16:36:19.679962+00:00", "framework": "vllm-mlu", "intentId": "6aed9b62337246e7a15b1de65c61f557", "repoId": "cyankiwi/Nemotron-Cascade-8B-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "14a8e65287f0462285dea9f3ded52202", "completedAt": "2026-10-24T16:36:24.844807+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T16:36:19.679913+00:00", "framework": "vllm-mlu", "intentId": "2606e811cfa24f96a71fd66ed3d6f686", "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": "14a8e65287f0462285dea9f3ded52202", "completedAt": "2026-10-24T16:36:24.844804+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T16:36:19.679864+00:00", "framework": "vllm-mlu", "intentId": "c1768670282a405289ef4e798213bb25", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "14a8e65287f0462285dea9f3ded52202", "completedAt": "2026-10-24T16:36:24.844799+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T16:36:19.679816+00:00", "framework": "vllm-mlu", "intentId": "0f7d6ce624f044de93ff437110514bb0", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "14a8e65287f0462285dea9f3ded52202", "completedAt": "2026-10-24T16:36:24.844796+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T16:36:19.679766+00:00", "framework": "vllm-mlu", "intentId": "1c9f47f3507b4510a92d3a907f74e31c", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "14a8e65287f0462285dea9f3ded52202", "completedAt": "2026-10-24T16:36:24.844791+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T16:36:19.679717+00:00", "framework": "vllm-mlu", "intentId": "c1c209812b34459888557aa0f0a1a3de", "repoId": "kakarotter/calix", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "14a8e65287f0462285dea9f3ded52202", "completedAt": "2026-10-24T16:36:24.844786+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T16:36:19.679667+00:00", "framework": "vllm-mlu", "intentId": "92806a7ee61346f68ec2db225e7b8f7e", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "14a8e65287f0462285dea9f3ded52202", "completedAt": "2026-10-24T16:36:24.844782+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T16:36:19.679616+00:00", "framework": "vllm-mlu", "intentId": "1d322c4fce1d4c0faa77ae062c4d3ee8", "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": "14a8e65287f0462285dea9f3ded52202", "completedAt": "2026-10-24T16:36:24.844777+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T16:36:19.679562+00:00", "framework": "vllm-mlu", "intentId": "e9c3c9711a134abb80ad238e3de1714d", "repoId": "cyankiwi/MiniCPM-SALA-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "14a8e65287f0462285dea9f3ded52202", "completedAt": "2026-10-24T16:36:24.844771+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T16:36:19.679515+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a691961848874cacba407ad00baf23e0", "repoId": "cyankiwi/LFM2.5-8B-A1B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "14a8e65287f0462285dea9f3ded52202", "completedAt": "2026-10-24T16:36:24.844747+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T16:36:19.679412+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a8bf25c370114c9db6f28ba4ed0266ac", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "693cb0b9ed8642939db604924e33628e", "completedAt": "2026-10-24T16:34:39.444768+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T16:34:36.914778+00:00", "framework": "vllm-mlu", "intentId": "06171d5ee3a44ab4a317c0ad5b8407ca", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index 039dda3a3d..2213d5d025 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 3915,
   "acceptedTotal": 3915,
-  "generatedAt": "2026-10-24T17:15:25.760465+00:00",
+  "generatedAt": "2026-10-24T17:17:03.272735+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 9061583ae2..11a6e6f44e 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "53c93ea949f7776e578b996ca385c5362ea91ec45f2a4f2e1a137ffe9b13d412",
     ".modelhub_state/recent_outcomes.jsonl": "549fb1b27ad2de7c7c24bfbeeb143519e5ba97a303f0f10705c6774f09c71574",
     ".modelhub_state/recovery_active_tasks.jsonl": "a64dd7153d54691c68d2bd8b51660e42ecf0ae00b69b301140f28369f416b895",
-    ".modelhub_state/recovery_intents.jsonl": "c2bc5349b98c5392013463f64ef7f0644bd0c61016391ba4029c51de9b0c2a48",
-    ".modelhub_state/routing_intelligence.json": "eb76a76028f01395030610ef1a85d8bdd2d328422fc94b092d12f26a4b6a0eec",
+    ".modelhub_state/recovery_intents.jsonl": "0d3c998e8ad7bdedfd7892ef981036b4f2b35e0be290092620ffe3c2d5a54843",
+    ".modelhub_state/routing_intelligence.json": "260eb1c4df58b0184b4357fccc0c2582775d50dc8d138c681cdeb988e3887f39",
     ".modelhub_state/submission_exclusions.jsonl": "3bb99a0a703cee6767cdaeed2e3d26480ebf6d1cb44552f40bf65c94d9ed58b1",
     ".modelhub_state/worker_crashes.jsonl": "0202e6c82e987d7caeccc86b1ad515e3e6e72f5e974af0d95b2d6acc326133b6",
     "ledger/submissions.jsonl": "dc50649babe1fd1c5c67793fb8e5d00ee52d9b239b417eb28137f726c61ba096",
     "outcomes/submissions.jsonl": "b23735b45a6818acf97f3b61edf3c6ee48a408dbaa10eb1d783c1126a9da8332"
   },
-  "generation": 34275,
-  "phase": "intent",
+  "generation": 34276,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-24T17:17:00.873812+00:00",
+  "updatedAt": "2026-10-24T17:17:03.575802+00:00",
   "writerId": "f3962e442a544d0aab4bb98889be6b76"
 }