diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 37f044af2c..0b2707dec0 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3912,18 +3912,18 @@
 {"batchId": "c6c7b47e653540aa9ff30c6db5212b63", "completedAt": "2026-10-26T04:19:03.775975+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-26T04:19:01.480725+00:00", "framework": "vllm_fix_tokenizer", "intentId": "cc0e62c204e742fa9a40633ce402167c", "lastModified": "2026-10-21T15:51:34+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/granite-4.0-h-tiny-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-26T07:21:03.376092+00:00", "repoId": "cyankiwi/granite-4.0-h-tiny-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Vastai_va16", "taskId": "5795848", "taskType": "text-generation"}
 {"batchId": "601fe9b0e0584b0d8d9e8d5cc699e2dd", "completedAt": "2026-10-26T06:29:23.876573+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:29:10.468369+00:00", "framework": "vllm_fix_tokenizer", "intentId": "a5792fd3717b4089aecd94b60813310d", "lastModified": "2026-10-25T13:17:58+00:00", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-5bit-MLX", "reason": null, "reconciledAt": "2026-10-26T07:21:03.377917+00:00", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Vastai_va16", "taskId": "5797185", "taskType": "text-generation"}
 {"batchId": "601fe9b0e0584b0d8d9e8d5cc699e2dd", "completedAt": "2026-10-26T06:29:23.876582+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:29:10.468500+00:00", "framework": "vllm_fix_tokenizer", "intentId": "1bf00e3cb52a4c54b899264b4d852f00", "lastModified": "2026-10-20T14:21:54+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Apodex-1.1-mini-AWQ-INT4", "reason": null, "reconciledAt": "2026-10-26T07:21:03.377915+00:00", "repoId": "cyankiwi/Apodex-1.1-mini-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Vastai_va16", "taskId": "5797186", "taskType": "text-generation"}
-{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720434+00:00", "framework": "vllm_tokenizer_patch", "intentId": "63ee23cefe1343cfb420d5202ece0330", "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": "934fb8b877f14b17b4ec4d6636b47857", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720531+00:00", "framework": "vllm_fix_tokenizer", "intentId": "648bc4b4ee0c4ecba81a2d85d171ddc0", "lastModified": "2026-10-21T16:25:01+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit", "repoId": "cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
-{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720583+00:00", "framework": "vllm_fix_tokenizer", "intentId": "efbba7e54be14b9a942e358da9a58786", "lastModified": "2026-10-25T15:10:11+00:00", "modelAddress": "https://modelscope.cn/models/IFM/Jais-3-MoVA-36B-A4B-FP8", "repoId": "IFM/Jais-3-MoVA-36B-A4B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
-{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720629+00:00", "framework": "vllm_fix_tokenizer", "intentId": "9cd7948f623b4cb8839be27590f697d2", "lastModified": "2026-10-21T16:14:40+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-8bit", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
-{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720673+00:00", "framework": "vllm_fix_tokenizer", "intentId": "42bd09717f6245e4858117039096191d", "lastModified": "2026-10-21T16:52:19+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-8bit", "repoId": "cyankiwi/Hermes-4-70B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
-{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720716+00:00", "framework": "vllm_fix_tokenizer", "intentId": "b48e8289edf046698c0e2b1e11461aea", "lastModified": "2026-10-21T16:49:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
-{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720760+00:00", "framework": "vllm_fix_tokenizer", "intentId": "af81d8e53e734cd4a03e904df7f25287", "lastModified": "2026-10-21T17:02:31+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit", "repoId": "cyankiwi/Nemotron-Cascade-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
-{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720803+00:00", "framework": "vllm_fix_tokenizer", "intentId": "1bd8b620d1a442efa30d0b7d9440d544", "lastModified": "2026-10-25T18:35:45+00:00", "modelAddress": "https://modelscope.cn/models/primitive-ai/Nanbeige4.3-33B-FP8", "repoId": "primitive-ai/Nanbeige4.3-33B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
-{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720847+00:00", "framework": "vllm_fix_tokenizer", "intentId": "f36629791b044ef98f24883d8c087eaa", "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": "Kunlunxin_p-800", "taskType": "text-generation"}
-{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720891+00:00", "framework": "vllm_fix_tokenizer", "intentId": "956d24c816864180aa2ce301f06a9cb9", "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": "Kunlunxin_p-800", "taskType": "text-generation"}
-{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720935+00:00", "framework": "vllm_fix_tokenizer", "intentId": "bb4869e521b74daba4ef71d0fe386427", "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": "Kunlunxin_p-800", "taskType": "text-generation"}
-{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720979+00:00", "framework": "vllm_fix_tokenizer", "intentId": "946a65135bce4f878a28f55e41b3176c", "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": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "completedAt": "2026-10-26T07:23:05.202378+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720979+00:00", "framework": "vllm_fix_tokenizer", "intentId": "946a65135bce4f878a28f55e41b3176c", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
+{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "completedAt": "2026-10-26T07:23:05.202375+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720935+00:00", "framework": "vllm_fix_tokenizer", "intentId": "bb4869e521b74daba4ef71d0fe386427", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
+{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "completedAt": "2026-10-26T07:23:05.202372+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720891+00:00", "framework": "vllm_fix_tokenizer", "intentId": "956d24c816864180aa2ce301f06a9cb9", "repoId": "cyankiwi/KAT-Dev-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
+{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "completedAt": "2026-10-26T07:23:05.202369+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720847+00:00", "framework": "vllm_fix_tokenizer", "intentId": "f36629791b044ef98f24883d8c087eaa", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
+{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "completedAt": "2026-10-26T07:23:05.202366+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720803+00:00", "framework": "vllm_fix_tokenizer", "intentId": "1bd8b620d1a442efa30d0b7d9440d544", "repoId": "primitive-ai/Nanbeige4.3-33B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
+{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "completedAt": "2026-10-26T07:23:05.202363+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720760+00:00", "framework": "vllm_fix_tokenizer", "intentId": "af81d8e53e734cd4a03e904df7f25287", "repoId": "cyankiwi/Nemotron-Cascade-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
+{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "completedAt": "2026-10-26T07:23:05.202360+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720716+00:00", "framework": "vllm_fix_tokenizer", "intentId": "b48e8289edf046698c0e2b1e11461aea", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
+{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "completedAt": "2026-10-26T07:23:05.202357+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720673+00:00", "framework": "vllm_fix_tokenizer", "intentId": "42bd09717f6245e4858117039096191d", "repoId": "cyankiwi/Hermes-4-70B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
+{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "completedAt": "2026-10-26T07:23:05.202354+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720629+00:00", "framework": "vllm_fix_tokenizer", "intentId": "9cd7948f623b4cb8839be27590f697d2", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
+{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "completedAt": "2026-10-26T07:23:05.202351+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720583+00:00", "framework": "vllm_fix_tokenizer", "intentId": "efbba7e54be14b9a942e358da9a58786", "repoId": "IFM/Jais-3-MoVA-36B-A4B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
+{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "completedAt": "2026-10-26T07:23:05.202346+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720531+00:00", "framework": "vllm_fix_tokenizer", "intentId": "648bc4b4ee0c4ecba81a2d85d171ddc0", "repoId": "cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
+{"batchId": "934fb8b877f14b17b4ec4d6636b47857", "completedAt": "2026-10-26T07:23:05.202324+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:22:36.720434+00:00", "framework": "vllm_tokenizer_patch", "intentId": "63ee23cefe1343cfb420d5202ece0330", "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": "8f3c97fb1f7e4cba8484f5e1a68f7227", "completedAt": "2026-10-26T07:21:01.376183+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:20:58.968822+00:00", "framework": "vllm_fix_tokenizer", "intentId": "8e27ff5cb7054d3094a684571bbaed63", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "8f3c97fb1f7e4cba8484f5e1a68f7227", "completedAt": "2026-10-26T07:21:01.376172+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:20:58.968745+00:00", "framework": "vllm_fix_tokenizer", "intentId": "93da73690faf4d47ba6ce8cb5d14cce7", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "8f3c97fb1f7e4cba8484f5e1a68f7227", "completedAt": "2026-10-26T07:21:01.376169+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T07:20:58.968668+00:00", "framework": "vllm_fix_tokenizer", "intentId": "fba62a46dea04c6abca73cde6488c68e", "repoId": "cyankiwi/KAT-Dev-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
@@ -4212,15 +4212,3 @@
 {"batchId": "182a0518bb8e4a9499dad408736f7280", "completedAt": "2026-10-26T06:42:19.987745+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:42:17.507375+00:00", "framework": "vllm_fix_tokenizer", "intentId": "6eed21750d334894bbb57aefed71868f", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "182a0518bb8e4a9499dad408736f7280", "completedAt": "2026-10-26T06:42:19.987740+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:42:17.507329+00:00", "framework": "vllm_fix_tokenizer", "intentId": "85920d6fb7024975b2ca4ac3d6634044", "repoId": "IFM/Jais-3-MoVA-36B-A4B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "182a0518bb8e4a9499dad408736f7280", "completedAt": "2026-10-26T06:42:19.987715+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:42:17.507227+00:00", "framework": "vllm_fix_tokenizer", "intentId": "20cb0fd41718481784044fd377a68eed", "repoId": "cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "ecf1056a6a0c40f4b30e7d4d4af05c22", "completedAt": "2026-10-26T06:40:39.392896+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:40:36.997232+00:00", "framework": "vllm_fix_tokenizer", "intentId": "8a5d692f841e4cba98b7ea71eddb5786", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "ecf1056a6a0c40f4b30e7d4d4af05c22", "completedAt": "2026-10-26T06:40:39.392893+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:40:36.997189+00:00", "framework": "vllm_fix_tokenizer", "intentId": "f9fc7a4e0722497f856abbfdc0d98015", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "ecf1056a6a0c40f4b30e7d4d4af05c22", "completedAt": "2026-10-26T06:40:39.392890+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:40:36.997139+00:00", "framework": "vllm_fix_tokenizer", "intentId": "6edadc9f249743c2a6a34c65352e36da", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "ecf1056a6a0c40f4b30e7d4d4af05c22", "completedAt": "2026-10-26T06:40:39.392887+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:40:36.997096+00:00", "framework": "vllm_fix_tokenizer", "intentId": "dda29dd6cca644a3acda7a81e155ff99", "repoId": "primitive-ai/Nanbeige4.3-33B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "ecf1056a6a0c40f4b30e7d4d4af05c22", "completedAt": "2026-10-26T06:40:39.392884+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:40:36.997053+00:00", "framework": "vllm_fix_tokenizer", "intentId": "5b4e4b34b2614862864a0a1c0b2a003e", "repoId": "cyankiwi/KAT-Dev-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "ecf1056a6a0c40f4b30e7d4d4af05c22", "completedAt": "2026-10-26T06:40:39.392880+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:40:36.997009+00:00", "framework": "vllm_fix_tokenizer", "intentId": "3f2cc37da11f41bcadc63aa71de3757f", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "ecf1056a6a0c40f4b30e7d4d4af05c22", "completedAt": "2026-10-26T06:40:39.392877+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:40:36.996965+00:00", "framework": "vllm_fix_tokenizer", "intentId": "7301a0fe32144624ae71ea80cc4f4efc", "repoId": "cyankiwi/Nemotron-Cascade-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "ecf1056a6a0c40f4b30e7d4d4af05c22", "completedAt": "2026-10-26T06:40:39.392874+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:40:36.996921+00:00", "framework": "vllm_fix_tokenizer", "intentId": "1ca640b7753c4a1ba57dc449121f4f8b", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "ecf1056a6a0c40f4b30e7d4d4af05c22", "completedAt": "2026-10-26T06:40:39.392870+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:40:36.996878+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d944a644e1c64757ada313fc7cba33a4", "repoId": "cyankiwi/Hermes-4-70B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "ecf1056a6a0c40f4b30e7d4d4af05c22", "completedAt": "2026-10-26T06:40:39.392867+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:40:36.996833+00:00", "framework": "vllm_fix_tokenizer", "intentId": "3a359fdc7ffe45708146fe03cc350ef5", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "ecf1056a6a0c40f4b30e7d4d4af05c22", "completedAt": "2026-10-26T06:40:39.392862+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:40:36.996785+00:00", "framework": "vllm_fix_tokenizer", "intentId": "e110f2a2cedf404d94c81cc1364961ff", "repoId": "IFM/Jais-3-MoVA-36B-A4B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "ecf1056a6a0c40f4b30e7d4d4af05c22", "completedAt": "2026-10-26T06:40:39.392843+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T06:40:36.996671+00:00", "framework": "vllm_fix_tokenizer", "intentId": "c71a2187cc694f2d8cddbfb76df268ea", "repoId": "cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index dce6522c63..a404e72a83 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 4045,
   "acceptedTotal": 4045,
-  "generatedAt": "2026-10-26T07:21:01.266039+00:00",
+  "generatedAt": "2026-10-26T07:23:05.067820+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 157b46736f..c461730073 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "697c9d3694b85a56b121ba68a978a51c8e9e302e28ae675245e74f1dbccfaaf7",
     ".modelhub_state/recent_outcomes.jsonl": "a6c12727c0303752d88e9787e25d07d78523fd740088ebaa0a5d0c21e79138c6",
     ".modelhub_state/recovery_active_tasks.jsonl": "f68ad19a551aface3947f16ff610fdb77a97771510965687472c2ba43088dfd3",
-    ".modelhub_state/recovery_intents.jsonl": "e775126875a1c593b84b1d9e149285f70c52aaa805a3fa37688f8622dfd8c826",
-    ".modelhub_state/routing_intelligence.json": "0125590328e314dab53a3feaf75dd86e34440859a2cd370c45847d0876e3f077",
+    ".modelhub_state/recovery_intents.jsonl": "ac6322b64c7f1d089155c20ef31a0420ddb3d439b604456552b0d09bc5859665",
+    ".modelhub_state/routing_intelligence.json": "26a643421100f256fadcbf546fbe5e6270e9d0764e0f7cad1bc8660a58ce53cc",
     ".modelhub_state/submission_exclusions.jsonl": "bec721d27d733285faddfa9c457d1882988a145ee87f4fbf285ac5deb38326c9",
     ".modelhub_state/worker_crashes.jsonl": "2a418db914481d815151923dc46f4e4ad1154d9195fad06fee6275702f33c0b9",
     "ledger/submissions.jsonl": "938741a134e47ba3b9241e8ec62e91fe69ed9fa0532de6b83ecf174755b43174",
     "outcomes/submissions.jsonl": "30597fda8775d31596b0e5a9ce3128806e37e84bf5eb1b1f2e18932478f38796"
   },
-  "generation": 38148,
-  "phase": "intent",
+  "generation": 38149,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-26T07:22:36.908752+00:00",
+  "updatedAt": "2026-10-26T07:23:05.457819+00:00",
   "writerId": "dffce16061d848e398e5b5b22f649ccc"
 }