diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 728e38c2db..7728575f0c 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3801,18 +3801,18 @@
 {"batchId": "3be61103a57b43049ce9f668e3394c83", "completedAt": "2026-10-24T20:16:20.380500+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:16:07.730277+00:00", "framework": "vllm-mlu", "intentId": "a6f6ef71264042569448e2b767002b63", "lastModified": "2026-10-21T15:59:12+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-24T22:06:11.664832+00:00", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "recovered_active", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "5766394", "taskType": "text-generation"}
 {"batchId": "d57e9d64e2e14fb6a24f2a3b6bc5b3a7", "completedAt": "2026-10-24T20:52:25.704550+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:52:22.197353+00:00", "framework": "vllm_tokenizer_patch", "intentId": "3db0e880fd254f4d95a5840dadf0018e", "lastModified": "2026-10-21T16:19:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-24T22:06:11.663492+00:00", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5766836", "taskType": "text-generation"}
 {"batchId": "1dc94e80fc8b4fe6b83ca9f949594261", "completedAt": "2026-10-24T20:58:12.408396+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:58:10.171675+00:00", "framework": "vllm_fix_tokenizer", "intentId": "4130ac0c245040d5b2b7a7e70d70b2a4", "lastModified": "2026-10-21T17:18:20+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-24T22:06:11.664830+00:00", "repoId": "cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Biren_166m", "taskId": "5766914", "taskType": "text-generation"}
-{"batchId": "6394bd3860bc45d4914b6cc60c1a9389", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075165+00:00", "framework": "vllm_fix_tokenizer", "intentId": "21dce8dd23c9436bb4ac530c6715347d", "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": "6394bd3860bc45d4914b6cc60c1a9389", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075278+00:00", "framework": "vllm_fix_tokenizer", "intentId": "f0bf5c9394634a81b6005417e9825469", "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": "6394bd3860bc45d4914b6cc60c1a9389", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075325+00:00", "framework": "vllm_fix_tokenizer", "intentId": "6df7f689dc704acba2adc4f2dea468d4", "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": "6394bd3860bc45d4914b6cc60c1a9389", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075369+00:00", "framework": "vllm_fix_tokenizer", "intentId": "9213314b8c7a44f1b0448c75ece02ad6", "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": "6394bd3860bc45d4914b6cc60c1a9389", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075411+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d785366410ab4e01bb7f82f0b7ac1be3", "lastModified": "2026-10-24T12:36:06+00:00", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX", "repoId": "ukisai/Swift-1.5-4bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "6394bd3860bc45d4914b6cc60c1a9389", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075454+00:00", "framework": "vllm_fix_tokenizer", "intentId": "bf9e41019cda4918bed43b282b8d3522", "lastModified": "2026-10-21T17:16:44+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.5-30B-AWQ-4bit", "repoId": "cyankiwi/MiroThinker-v1.5-30B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "6394bd3860bc45d4914b6cc60c1a9389", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075497+00:00", "framework": "vllm_fix_tokenizer", "intentId": "0b7867ee2e574224b684571b59ecf877", "lastModified": "2026-10-22T01:37:07+00:00", "modelAddress": "https://modelscope.cn/models/RecursiveSI/flint-int4", "repoId": "RecursiveSI/flint-int4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "6394bd3860bc45d4914b6cc60c1a9389", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075540+00:00", "framework": "vllm_fix_tokenizer", "intentId": "1e7734fb01764e61a26ff972ac6a5d96", "lastModified": "2026-10-21T17:21:19+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-BF16-INT8", "repoId": "cyankiwi/OmniCoder-9B-AWQ-BF16-INT8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "6394bd3860bc45d4914b6cc60c1a9389", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075582+00:00", "framework": "vllm_fix_tokenizer", "intentId": "e5744425f03740898dc0ef3c460997c5", "lastModified": "2026-10-21T17:03:19+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit", "repoId": "cyankiwi/MiniCPM-SALA-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "6394bd3860bc45d4914b6cc60c1a9389", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075624+00:00", "framework": "vllm_fix_tokenizer", "intentId": "cae1b9081d01470fabec99b4429de81f", "lastModified": "2026-10-24T13:56:05+00:00", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-5bit-MLX", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "6394bd3860bc45d4914b6cc60c1a9389", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075666+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d7fe7b47fda54c8980eeed620dcc7e4b", "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": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "6394bd3860bc45d4914b6cc60c1a9389", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075708+00:00", "framework": "vllm_fix_tokenizer", "intentId": "a0e51e0a21e84be2b32dc1f8793c0225", "lastModified": "2026-10-21T16:38:24+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Instruct-2507-AWQ-8bit", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
+{"batchId": "6394bd3860bc45d4914b6cc60c1a9389", "completedAt": "2026-10-24T22:07:47.560646+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075708+00:00", "framework": "vllm_fix_tokenizer", "intentId": "a0e51e0a21e84be2b32dc1f8793c0225", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "6394bd3860bc45d4914b6cc60c1a9389", "completedAt": "2026-10-24T22:07:47.560643+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075666+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d7fe7b47fda54c8980eeed620dcc7e4b", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "6394bd3860bc45d4914b6cc60c1a9389", "completedAt": "2026-10-24T22:07:47.560640+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075624+00:00", "framework": "vllm_fix_tokenizer", "intentId": "cae1b9081d01470fabec99b4429de81f", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "6394bd3860bc45d4914b6cc60c1a9389", "completedAt": "2026-10-24T22:07:47.560636+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075582+00:00", "framework": "vllm_fix_tokenizer", "intentId": "e5744425f03740898dc0ef3c460997c5", "repoId": "cyankiwi/MiniCPM-SALA-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "6394bd3860bc45d4914b6cc60c1a9389", "completedAt": "2026-10-24T22:07:47.560633+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075540+00:00", "framework": "vllm_fix_tokenizer", "intentId": "1e7734fb01764e61a26ff972ac6a5d96", "repoId": "cyankiwi/OmniCoder-9B-AWQ-BF16-INT8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "6394bd3860bc45d4914b6cc60c1a9389", "completedAt": "2026-10-24T22:07:47.560629+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075497+00:00", "framework": "vllm_fix_tokenizer", "intentId": "0b7867ee2e574224b684571b59ecf877", "repoId": "RecursiveSI/flint-int4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "6394bd3860bc45d4914b6cc60c1a9389", "completedAt": "2026-10-24T22:07:47.560625+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075454+00:00", "framework": "vllm_fix_tokenizer", "intentId": "bf9e41019cda4918bed43b282b8d3522", "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": "6394bd3860bc45d4914b6cc60c1a9389", "completedAt": "2026-10-24T22:07:47.560622+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075411+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d785366410ab4e01bb7f82f0b7ac1be3", "repoId": "ukisai/Swift-1.5-4bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "6394bd3860bc45d4914b6cc60c1a9389", "completedAt": "2026-10-24T22:07:47.560618+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075369+00:00", "framework": "vllm_fix_tokenizer", "intentId": "9213314b8c7a44f1b0448c75ece02ad6", "repoId": "cyankiwi/OmniCoder-9B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "6394bd3860bc45d4914b6cc60c1a9389", "completedAt": "2026-10-24T22:07:47.560613+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075325+00:00", "framework": "vllm_fix_tokenizer", "intentId": "6df7f689dc704acba2adc4f2dea468d4", "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": "6394bd3860bc45d4914b6cc60c1a9389", "completedAt": "2026-10-24T22:07:47.560608+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075278+00:00", "framework": "vllm_fix_tokenizer", "intentId": "f0bf5c9394634a81b6005417e9825469", "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": "6394bd3860bc45d4914b6cc60c1a9389", "completedAt": "2026-10-24T22:07:47.560589+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:07:45.075165+00:00", "framework": "vllm_fix_tokenizer", "intentId": "21dce8dd23c9436bb4ac530c6715347d", "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": "72e594122e10470cb3c2966c3e0752c2", "completedAt": "2026-10-24T22:06:09.049387+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:06:06.615807+00:00", "framework": "vllm_fix_tokenizer", "intentId": "fee4b8c982924f4f9d6acbc15f82cde6", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
 {"batchId": "72e594122e10470cb3c2966c3e0752c2", "completedAt": "2026-10-24T22:06:09.049384+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:06:06.615766+00:00", "framework": "vllm_fix_tokenizer", "intentId": "95ff1b6555da4d25b5d505cf14e6b3ed", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
 {"batchId": "72e594122e10470cb3c2966c3e0752c2", "completedAt": "2026-10-24T22:06:09.049381+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T22:06:06.615724+00:00", "framework": "vllm_fix_tokenizer", "intentId": "551eb8c183424206be214a104a55b0bc", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
@@ -4101,15 +4101,3 @@
 {"batchId": "6856ed68539b4e9f8527072d799b1fe7", "completedAt": "2026-10-24T21:28:03.590715+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T21:28:01.226175+00:00", "framework": "vllm-mlu", "intentId": "26dc238ae969442f86c457b132b1af72", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "6856ed68539b4e9f8527072d799b1fe7", "completedAt": "2026-10-24T21:28:03.590710+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T21:28:01.226121+00:00", "framework": "vllm-mlu", "intentId": "166a841ac73240668c28fc768db9b38f", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "6856ed68539b4e9f8527072d799b1fe7", "completedAt": "2026-10-24T21:28:03.590692+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T21:28:01.226005+00:00", "framework": "vllm-mlu", "intentId": "a53b99467c3849aaa486e450622db5f8", "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": "c922806fdd2244fd86d16a03ded13930", "completedAt": "2026-10-24T21:26:25.943827+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T21:26:19.639071+00:00", "framework": "vllm_fix_tokenizer", "intentId": "ea7841a97c6143e2a5a16ba1875e0c01", "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": "c922806fdd2244fd86d16a03ded13930", "completedAt": "2026-10-24T21:26:25.943823+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T21:26:19.639034+00:00", "framework": "vllm_tokenizer_patch", "intentId": "6621721836084bcaa149b28560df6ca0", "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": "c922806fdd2244fd86d16a03ded13930", "completedAt": "2026-10-24T21:26:25.943820+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T21:26:19.638996+00:00", "framework": "vllm_tokenizer_patch", "intentId": "41b89f773fe2463fba4e7d08abbda551", "repoId": "cyankiwi/KAT-Dev-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "c922806fdd2244fd86d16a03ded13930", "completedAt": "2026-10-24T21:26:25.943818+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T21:26:19.638959+00:00", "framework": "vllm_tokenizer_patch", "intentId": "327856d1c3b341edb502589b30d85262", "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": "c922806fdd2244fd86d16a03ded13930", "completedAt": "2026-10-24T21:26:25.943815+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T21:26:19.638921+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ec9a1ef427d245368db2b0d07ab6efce", "repoId": "cyankiwi/Nemotron-Cascade-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "c922806fdd2244fd86d16a03ded13930", "completedAt": "2026-10-24T21:26:25.943812+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T21:26:19.638880+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b5470511b3414fb0a318a5fb16e90f2f", "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": "c922806fdd2244fd86d16a03ded13930", "completedAt": "2026-10-24T21:26:25.943809+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T21:26:19.638831+00:00", "framework": "vllm-mlu", "intentId": "f1c5af8a083c4c82920c9851222105b4", "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": "c922806fdd2244fd86d16a03ded13930", "completedAt": "2026-10-24T21:26:25.943806+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T21:26:19.638782+00:00", "framework": "vllm-mlu", "intentId": "202579357d314f828a5aba296b6322a7", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "c922806fdd2244fd86d16a03ded13930", "completedAt": "2026-10-24T21:26:25.943802+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T21:26:19.638711+00:00", "framework": "vllm-mlu", "intentId": "e007e6186cdb448b921a1a44d81a19d8", "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": "c922806fdd2244fd86d16a03ded13930", "completedAt": "2026-10-24T21:26:25.943799+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T21:26:19.638660+00:00", "framework": "vllm-mlu", "intentId": "01dce1ccf6f44af093efd21d7e61889b", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "c922806fdd2244fd86d16a03ded13930", "completedAt": "2026-10-24T21:26:25.943795+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T21:26:19.638606+00:00", "framework": "vllm-mlu", "intentId": "f175d5ffcb82476da7517595a02d8e48", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "c922806fdd2244fd86d16a03ded13930", "completedAt": "2026-10-24T21:26:25.943776+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T21:26:19.638499+00:00", "framework": "vllm-mlu", "intentId": "8c6cdc0db7964f2abd32ad794aaba817", "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"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index d63dea1743..2bcb7b6c5a 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 3924,
   "acceptedTotal": 3924,
-  "generatedAt": "2026-10-24T22:06:08.961358+00:00",
+  "generatedAt": "2026-10-24T22:07:47.487382+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index fa7255e7bf..3426d8aa89 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "a30e98033b88700cd96f638ef2c2591616caffa0561a97f365d5149f40b06a3c",
     ".modelhub_state/recent_outcomes.jsonl": "36013b333c7c719ea921476bd9d32591a9b976e5ddc10f4350fe7fa81a041820",
     ".modelhub_state/recovery_active_tasks.jsonl": "e1dd02734380bba338cb83493ddb07073663bf0375c97d0c9f0565a97441d7ed",
-    ".modelhub_state/recovery_intents.jsonl": "68ab261a4638b227f4bd96e4ef6f641e490af1d4598b4573e895284fe68825d1",
-    ".modelhub_state/routing_intelligence.json": "dcd2b721053e2f07e071ebf6a3f03f9cab643c33f1d67cbb3e28b36359af2544",
+    ".modelhub_state/recovery_intents.jsonl": "8f833425572e7d416a7fa3c32edd5c4b99aa970f97146db4359ff35c021d858b",
+    ".modelhub_state/routing_intelligence.json": "d6b3f3d3341844c8b468b137ecaa98142def9a6cfac302026f4fa4d9b973f779",
     ".modelhub_state/submission_exclusions.jsonl": "ec0164a066e590a129ed69be5c4279284ccf1a85230e402be88754b03203581d",
     ".modelhub_state/worker_crashes.jsonl": "e436652d39bca5bcba31822ff9fb949a9d7ff0b7f509c170e258a53d7e01ce9a",
     "ledger/submissions.jsonl": "52e13db1bca65c32a0adf23dd77bc1c6db439527ca1b9adf8b33ca65e5b89d3e",
     "outcomes/submissions.jsonl": "7de4c89b24afc2c29f2d6d4bd833a8b0ba331c7c0a1ef73f60053b643b1a83e5"
   },
-  "generation": 34757,
-  "phase": "intent",
+  "generation": 34758,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-24T22:07:45.244321+00:00",
+  "updatedAt": "2026-10-24T22:07:47.727823+00:00",
   "writerId": "5c9906c400e2442789cb0c734d70dc03"
 }