diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 5e378887e8..1e40a796f0 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3800,18 +3800,18 @@
 {"batchId": "3be61103a57b43049ce9f668e3394c83", "completedAt": "2026-10-24T20:16:20.380465+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:16:07.729815+00:00", "framework": "vllm-mlu", "intentId": "17f03269dbf94a38ae84e138d4c26ccf", "lastModified": "2026-10-21T14:24:21+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-24T20:53:22.722404+00:00", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "recovered_active", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "5766395", "taskType": "text-generation"}
 {"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": "2026-10-24T20:53:22.723595+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": "2026-10-24T20:53:22.723815+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": "0782aac8189c466f8f92d1d3a9a03364", "configFingerprint": "c3417d4cf0cace42b885302a840d839669bae56dd15e08981307f82a5dcd39d7", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.115676+00:00", "framework": "llamacpp", "intentId": "b0cf1e69ec79487a8a9c09092bfbe262", "lastModified": "2026-10-21T18:16:46+00:00", "modelAddress": "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Iluvatar_bi-150", "taskType": "text-generation"}
-{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.115845+00:00", "framework": "vllm_fix_tokenizer", "intentId": "0370621301b94c8ca78286ef8f0457cc", "lastModified": "2026-10-21T16:33:24+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Biren_166m", "taskType": "text-generation"}
-{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.115931+00:00", "framework": "vllm_fix_tokenizer", "intentId": "27755bcba40540eda4c9b8fce65bb2ad", "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": "Biren_166m", "taskType": "text-generation"}
-{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.116008+00:00", "framework": "vllm_fix_tokenizer", "intentId": "fb254e9b8a534f468cfd7392be4ff824", "lastModified": "2026-10-22T14:14:09+00:00", "modelAddress": "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8", "repoId": "InternScience/Sage-A1.5-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Biren_166m", "taskType": "text-generation"}
-{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.116082+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d8801044c30b4d2aa6832bc3ef1d2555", "lastModified": "2026-10-21T16:19:52+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Biren_166m", "taskType": "text-generation"}
-{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.116160+00:00", "framework": "vllm_fix_tokenizer", "intentId": "0af83be8ec5248afb163fa7c73eadfd3", "lastModified": "2026-10-21T15:33:25+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/GLM-4.7-Flash-REAP-23B-A3B-AWQ-8bit", "repoId": "cyankiwi/GLM-4.7-Flash-REAP-23B-A3B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Biren_166m", "taskType": "text-generation"}
-{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.116245+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d1c646f6435043fba96f84b94c9be02c", "lastModified": "2026-10-21T17:18:20+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit", "repoId": "cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Biren_166m", "taskType": "text-generation"}
-{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.116320+00:00", "framework": "vllm_fix_tokenizer", "intentId": "5766872f3375451b8052e6426a569800", "lastModified": "2026-10-21T15:40:57+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Biren_166m", "taskType": "text-generation"}
-{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.116395+00:00", "framework": "vllm_fix_tokenizer", "intentId": "a9a538e9de564555be366fe24144df7d", "lastModified": "2026-10-24T12:07:57+00:00", "modelAddress": "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base", "repoId": "LiquidAI/LFM2.5-24B-A2B-Base", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Biren_166m", "taskType": "text-generation"}
-{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.116471+00:00", "framework": "vllm_fix_tokenizer", "intentId": "3df20d85f8374c37900321628bf3a847", "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": "Biren_166m", "taskType": "text-generation"}
-{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.116547+00:00", "framework": "vllm_fix_tokenizer", "intentId": "ab0042219141412284328c99a3f5b770", "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": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Biren_166m", "taskType": "text-generation"}
-{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.116622+00:00", "framework": "vllm_fix_tokenizer", "intentId": "6f45c3f828b14171b9feb6a3ffbed6c4", "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": "Biren_166m", "taskType": "text-generation"}
+{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "completedAt": "2026-10-24T20:54:57.574550+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.116622+00:00", "framework": "vllm_fix_tokenizer", "intentId": "6f45c3f828b14171b9feb6a3ffbed6c4", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
+{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "completedAt": "2026-10-24T20:54:57.574547+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.116547+00:00", "framework": "vllm_fix_tokenizer", "intentId": "ab0042219141412284328c99a3f5b770", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
+{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "completedAt": "2026-10-24T20:54:57.574545+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.116471+00:00", "framework": "vllm_fix_tokenizer", "intentId": "3df20d85f8374c37900321628bf3a847", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
+{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "completedAt": "2026-10-24T20:54:57.574542+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.116395+00:00", "framework": "vllm_fix_tokenizer", "intentId": "a9a538e9de564555be366fe24144df7d", "repoId": "LiquidAI/LFM2.5-24B-A2B-Base", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
+{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "completedAt": "2026-10-24T20:54:57.574540+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.116320+00:00", "framework": "vllm_fix_tokenizer", "intentId": "5766872f3375451b8052e6426a569800", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
+{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "completedAt": "2026-10-24T20:54:57.574537+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.116245+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d1c646f6435043fba96f84b94c9be02c", "repoId": "cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
+{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "completedAt": "2026-10-24T20:54:57.574534+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.116160+00:00", "framework": "vllm_fix_tokenizer", "intentId": "0af83be8ec5248afb163fa7c73eadfd3", "repoId": "cyankiwi/GLM-4.7-Flash-REAP-23B-A3B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
+{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "completedAt": "2026-10-24T20:54:57.574531+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.116082+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d8801044c30b4d2aa6832bc3ef1d2555", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
+{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "completedAt": "2026-10-24T20:54:57.574528+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.116008+00:00", "framework": "vllm_fix_tokenizer", "intentId": "fb254e9b8a534f468cfd7392be4ff824", "repoId": "InternScience/Sage-A1.5-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
+{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "completedAt": "2026-10-24T20:54:57.574525+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.115931+00:00", "framework": "vllm_fix_tokenizer", "intentId": "27755bcba40540eda4c9b8fce65bb2ad", "repoId": "RecursiveSI/flint-int4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
+{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "completedAt": "2026-10-24T20:54:57.574521+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.115845+00:00", "framework": "vllm_fix_tokenizer", "intentId": "0370621301b94c8ca78286ef8f0457cc", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
+{"batchId": "0782aac8189c466f8f92d1d3a9a03364", "completedAt": "2026-10-24T20:54:57.574504+00:00", "configFingerprint": "c3417d4cf0cace42b885302a840d839669bae56dd15e08981307f82a5dcd39d7", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:54:55.115676+00:00", "framework": "llamacpp", "intentId": "b0cf1e69ec79487a8a9c09092bfbe262", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
 {"batchId": "70289147dccd4e808ac377f67a76ee35", "completedAt": "2026-10-24T20:53:20.430564+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:53:17.880805+00:00", "framework": "vllm_fix_tokenizer", "intentId": "3932e98be4bf4cb9b348496f0c1f2919", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
 {"batchId": "70289147dccd4e808ac377f67a76ee35", "completedAt": "2026-10-24T20:53:20.430561+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:53:17.880763+00:00", "framework": "vllm_fix_tokenizer", "intentId": "a679865877ba4c74836a86432b474135", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
 {"batchId": "70289147dccd4e808ac377f67a76ee35", "completedAt": "2026-10-24T20:53:20.430557+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:53:17.880720+00:00", "framework": "vllm_fix_tokenizer", "intentId": "f029dcf0341e4452aca828cdb166b013", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
@@ -4100,15 +4100,3 @@
 {"batchId": "3be61103a57b43049ce9f668e3394c83", "completedAt": "2026-10-24T20:16:20.380712+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:16:07.734220+00:00", "framework": "vllm_fix_tokenizer", "intentId": "11fe1431f39c49fc9ed06012d0024f2d", "repoId": "cyankiwi/Jan-v1-2509-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
 {"batchId": "3be61103a57b43049ce9f668e3394c83", "completedAt": "2026-10-24T20:16:20.380709+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:16:07.734165+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d021cbc58d4249eda92a3df2e38e09fa", "repoId": "mlx-community/LFM2.5-1.2B-Thinking-5bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
 {"batchId": "3be61103a57b43049ce9f668e3394c83", "completedAt": "2026-10-24T20:16:20.380707+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:16:07.734123+00:00", "framework": "vllm_fix_tokenizer", "intentId": "785a3f1dc65845b19f4f371c98de5833", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-bf16", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "3be61103a57b43049ce9f668e3394c83", "completedAt": "2026-10-24T20:16:20.380704+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:16:07.734080+00:00", "framework": "vllm_fix_tokenizer", "intentId": "b07d3bf1e7b5429394eaf0569e414ed0", "repoId": "cyankiwi/granite-4.0-h-tiny-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "3be61103a57b43049ce9f668e3394c83", "completedAt": "2026-10-24T20:16:20.380702+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:16:07.734038+00:00", "framework": "vllm_fix_tokenizer", "intentId": "295b25bdf7d742149f00758a5a25a9af", "repoId": "cyankiwi/granite-4.0-h-small-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "3be61103a57b43049ce9f668e3394c83", "completedAt": "2026-10-24T20:16:20.380699+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:16:07.733995+00:00", "framework": "vllm_fix_tokenizer", "intentId": "6b5a8e1adbe8437d86429c0fd11f8499", "repoId": "cyankiwi/Qwen3-4B-Thinking-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "3be61103a57b43049ce9f668e3394c83", "completedAt": "2026-10-24T20:16:20.380697+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:16:07.733953+00:00", "framework": "vllm_fix_tokenizer", "intentId": "69a78f094a2d4e3ead98af0c6003895b", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-12B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "3be61103a57b43049ce9f668e3394c83", "completedAt": "2026-10-24T20:16:20.380694+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:16:07.733911+00:00", "framework": "vllm_fix_tokenizer", "intentId": "77bec33704ec456cbef6b334312846f4", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "3be61103a57b43049ce9f668e3394c83", "completedAt": "2026-10-24T20:16:20.380692+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:16:07.733869+00:00", "framework": "vllm_fix_tokenizer", "intentId": "7d49837cbb9d4c6497437e887965ad7c", "repoId": "cyankiwi/K2-Horizon-3.7B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "3be61103a57b43049ce9f668e3394c83", "completedAt": "2026-10-24T20:16:20.380689+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:16:07.733827+00:00", "framework": "vllm_fix_tokenizer", "intentId": "675220b6394f4d408e838b6de0c0daa9", "repoId": "cyankiwi/Nemotron-Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "3be61103a57b43049ce9f668e3394c83", "completedAt": "2026-10-24T20:16:20.380687+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:16:07.733785+00:00", "framework": "vllm_fix_tokenizer", "intentId": "7e88e295d4ac4b648509188e34868a98", "repoId": "mlx-community/LFM2.5-1.2B-Thinking-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "3be61103a57b43049ce9f668e3394c83", "completedAt": "2026-10-24T20:16:20.380684+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:16:07.733743+00:00", "framework": "vllm_fix_tokenizer", "intentId": "32948f0f42b545d6998e00a85c1b0ce8", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-5bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "3be61103a57b43049ce9f668e3394c83", "completedAt": "2026-10-24T20:16:20.380682+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:16:07.733700+00:00", "framework": "vllm_fix_tokenizer", "intentId": "cb7dcd3ad3ec44b484eba76135d95ac3", "repoId": "cyankiwi/K2-Horizon-7B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "3be61103a57b43049ce9f668e3394c83", "completedAt": "2026-10-24T20:16:20.380679+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:16:07.733657+00:00", "framework": "vllm_fix_tokenizer", "intentId": "ae9073db287141519c421b146fb575ce", "repoId": "cyankiwi/Nanbeige4.1-3B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "3be61103a57b43049ce9f668e3394c83", "completedAt": "2026-10-24T20:16:20.380676+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-24T20:16:07.733615+00:00", "framework": "vllm_fix_tokenizer", "intentId": "9654b93d8b2a4a308073c8d79c7126de", "repoId": "cyankiwi/Qwen3-4B-Thinking-2507-AWQ-4bit", "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 6d0554506d..aeeff0ff93 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 3923,
   "acceptedTotal": 3923,
-  "generatedAt": "2026-10-24T20:53:20.272226+00:00",
+  "generatedAt": "2026-10-24T20:54:57.464899+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index eb4d7fb926..7f16331fbb 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "f6061c6523187dfb47bf563fbfcb02d862c70fab185ab092f8b451391083e73c",
     ".modelhub_state/recent_outcomes.jsonl": "9e2c4ee8fd2126d5f94fd32b9e81c69600bebc309e750693e3862e72e7091d45",
     ".modelhub_state/recovery_active_tasks.jsonl": "bde996c14e43b2ec6120b125ff4b90bae9c18c21ba4a219cb207c33010a6d351",
-    ".modelhub_state/recovery_intents.jsonl": "68b5975fd430566b1cf81a38ab04e8ce038741dee61a37c5afe34f93d1478c72",
-    ".modelhub_state/routing_intelligence.json": "0911296ae9ab6fe3bdeae4c7ca3549fcec7775c2e3bca600d0335d09be57951e",
+    ".modelhub_state/recovery_intents.jsonl": "74fa538c7c8c8c1c26f02f8a66837d68b90c33f277174794d913f4b2b0c4cbd8",
+    ".modelhub_state/routing_intelligence.json": "7c2c1524ab06d2904da9a90079bbe96865313d4f297cc2ea9f631e43a91fb468",
     ".modelhub_state/submission_exclusions.jsonl": "ec0164a066e590a129ed69be5c4279284ccf1a85230e402be88754b03203581d",
     ".modelhub_state/worker_crashes.jsonl": "e436652d39bca5bcba31822ff9fb949a9d7ff0b7f509c170e258a53d7e01ce9a",
     "ledger/submissions.jsonl": "2bbe6f70dc7cd3c0511966040e0abb6ad98d636de2079542871bff526379740e",
     "outcomes/submissions.jsonl": "9ce33615070259f1523f6cbb0f06e22d5f24c9c940dfd5a8cf6151992cc03fdc"
   },
-  "generation": 34628,
-  "phase": "intent",
+  "generation": 34629,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-24T20:54:55.296927+00:00",
+  "updatedAt": "2026-10-24T20:54:57.736939+00:00",
   "writerId": "5c9906c400e2442789cb0c734d70dc03"
 }