diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index e2c5cff495..875a18365f 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3810,18 +3810,18 @@
 {"batchId": "a3600559e38849dab8a537b39bd6c6b7", "completedAt": "2026-10-25T02:52:53.138378+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-25T02:52:50.883782+00:00", "framework": "vllm_tokenizer_patch", "intentId": "25dc79da915e45ffa87ae1c4aa1d37d2", "lastModified": "2026-10-24T12:01:13+00:00", "modelAddress": "https://modelscope.cn/models/kakarotter/calix", "reason": null, "reconciledAt": "2026-10-25T04:08:09.877212+00:00", "repoId": "kakarotter/calix", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5771333", "taskType": "text-generation"}
 {"batchId": "3847981ede0c44208ee957b63c7529ab", "completedAt": "2026-10-25T03:12:44.632876+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:12:42.283230+00:00", "framework": "vllm_fix_tokenizer", "intentId": "cefc269bf0bf4509a434e70429166d48", "lastModified": "2026-10-21T16:19:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-25T04:08:09.874912+00:00", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5771609", "taskType": "text-generation"}
 {"batchId": "c2f0892325ba48a0911df4438b19ac90", "completedAt": "2026-10-25T03:50:03.824728+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:49:58.711717+00:00", "framework": "vllm_tokenizer_patch", "intentId": "598d845f0b0e48c4b68b25e922a1ee0f", "lastModified": "2026-10-21T17:02:31+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-25T04:08:09.874578+00:00", "repoId": "cyankiwi/Nemotron-Cascade-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5772051", "taskType": "text-generation"}
-{"batchId": "60f7b650d05c4b40b735c57ffec07191", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.341687+00:00", "framework": "vllm_tokenizer_patch", "intentId": "88f53d67883c4fc7a70fb3959666427e", "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": "MetaX_c-500", "taskType": "text-generation"}
-{"batchId": "60f7b650d05c4b40b735c57ffec07191", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.341787+00:00", "framework": "vllm_tokenizer_patch", "intentId": "af097b507be04180be3cae9c80fa9b10", "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": "MetaX_c-500", "taskType": "text-generation"}
-{"batchId": "60f7b650d05c4b40b735c57ffec07191", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.341834+00:00", "framework": "vllm_tokenizer_patch", "intentId": "fa417f509cc24974832d9859d510b9a0", "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": "60f7b650d05c4b40b735c57ffec07191", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.341878+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a90c038b6426465f8516c62fdb8f7061", "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": "60f7b650d05c4b40b735c57ffec07191", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.341921+00:00", "framework": "vllm_fix_tokenizer", "intentId": "f9008447829343ae96229f1f59cbbdbe", "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": "60f7b650d05c4b40b735c57ffec07191", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.341968+00:00", "framework": "vllm_fix_tokenizer", "intentId": "bc98203b5dae4879acaa60423e945b45", "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": "60f7b650d05c4b40b735c57ffec07191", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.342011+00:00", "framework": "vllm_fix_tokenizer", "intentId": "10df607cf1124b8d86ffa5382593778a", "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": "60f7b650d05c4b40b735c57ffec07191", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.342053+00:00", "framework": "vllm_fix_tokenizer", "intentId": "9facbb9a5fe94c128625418063eb7b41", "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": "60f7b650d05c4b40b735c57ffec07191", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.342096+00:00", "framework": "vllm_fix_tokenizer", "intentId": "29372921a99249b9b1cfc9dd115e950d", "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": "60f7b650d05c4b40b735c57ffec07191", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.342137+00:00", "framework": "vllm_fix_tokenizer", "intentId": "45123a602b4648e58727b5c1fe5cc9b1", "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": "60f7b650d05c4b40b735c57ffec07191", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.342188+00:00", "framework": "vllm_fix_tokenizer", "intentId": "dd081201be434f7c9d72ffc69d073040", "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": "60f7b650d05c4b40b735c57ffec07191", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.342231+00:00", "framework": "vllm_fix_tokenizer", "intentId": "260ae0802d6b4a6eaa3a135f5ca7eb20", "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": "60f7b650d05c4b40b735c57ffec07191", "completedAt": "2026-10-25T04:09:45.902614+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.342231+00:00", "framework": "vllm_fix_tokenizer", "intentId": "260ae0802d6b4a6eaa3a135f5ca7eb20", "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": "60f7b650d05c4b40b735c57ffec07191", "completedAt": "2026-10-25T04:09:45.902611+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.342188+00:00", "framework": "vllm_fix_tokenizer", "intentId": "dd081201be434f7c9d72ffc69d073040", "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": "60f7b650d05c4b40b735c57ffec07191", "completedAt": "2026-10-25T04:09:45.902608+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.342137+00:00", "framework": "vllm_fix_tokenizer", "intentId": "45123a602b4648e58727b5c1fe5cc9b1", "repoId": "LiquidAI/LFM2.5-24B-A2B-Base", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
+{"batchId": "60f7b650d05c4b40b735c57ffec07191", "completedAt": "2026-10-25T04:09:45.902605+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.342096+00:00", "framework": "vllm_fix_tokenizer", "intentId": "29372921a99249b9b1cfc9dd115e950d", "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": "60f7b650d05c4b40b735c57ffec07191", "completedAt": "2026-10-25T04:09:45.902602+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.342053+00:00", "framework": "vllm_fix_tokenizer", "intentId": "9facbb9a5fe94c128625418063eb7b41", "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": "60f7b650d05c4b40b735c57ffec07191", "completedAt": "2026-10-25T04:09:45.902598+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.342011+00:00", "framework": "vllm_fix_tokenizer", "intentId": "10df607cf1124b8d86ffa5382593778a", "repoId": "InternScience/Sage-A1.5-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
+{"batchId": "60f7b650d05c4b40b735c57ffec07191", "completedAt": "2026-10-25T04:09:45.902595+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.341968+00:00", "framework": "vllm_fix_tokenizer", "intentId": "bc98203b5dae4879acaa60423e945b45", "repoId": "RecursiveSI/flint-int4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
+{"batchId": "60f7b650d05c4b40b735c57ffec07191", "completedAt": "2026-10-25T04:09:45.902591+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.341921+00:00", "framework": "vllm_fix_tokenizer", "intentId": "f9008447829343ae96229f1f59cbbdbe", "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": "60f7b650d05c4b40b735c57ffec07191", "completedAt": "2026-10-25T04:09:45.902587+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.341878+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a90c038b6426465f8516c62fdb8f7061", "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": "60f7b650d05c4b40b735c57ffec07191", "completedAt": "2026-10-25T04:09:45.902584+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.341834+00:00", "framework": "vllm_tokenizer_patch", "intentId": "fa417f509cc24974832d9859d510b9a0", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
+{"batchId": "60f7b650d05c4b40b735c57ffec07191", "completedAt": "2026-10-25T04:09:45.902580+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.341787+00:00", "framework": "vllm_tokenizer_patch", "intentId": "af097b507be04180be3cae9c80fa9b10", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
+{"batchId": "60f7b650d05c4b40b735c57ffec07191", "completedAt": "2026-10-25T04:09:45.902558+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:09:43.341687+00:00", "framework": "vllm_tokenizer_patch", "intentId": "88f53d67883c4fc7a70fb3959666427e", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"batchId": "5cd726cc6d2f4e5ab444c7f8c7465f2c", "completedAt": "2026-10-25T04:08:07.803695+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:08:05.267077+00:00", "framework": "vllm_fix_tokenizer", "intentId": "206eae01c50c476ea8da1caf116167a6", "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": "5cd726cc6d2f4e5ab444c7f8c7465f2c", "completedAt": "2026-10-25T04:08:07.803692+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:08:05.267034+00:00", "framework": "vllm_fix_tokenizer", "intentId": "e0f388072b704ccb9661d6013080c3e3", "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": "5cd726cc6d2f4e5ab444c7f8c7465f2c", "completedAt": "2026-10-25T04:08:07.803690+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T04:08:05.266991+00:00", "framework": "vllm_fix_tokenizer", "intentId": "7aec45dc35f144038aa48474032f8138", "repoId": "LiquidAI/LFM2.5-24B-A2B-Base", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
@@ -4110,15 +4110,3 @@
 {"batchId": "ca94e93c5c434e6b8b37281341b0816d", "completedAt": "2026-10-25T03:40:11.222483+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:40:08.836880+00:00", "framework": "vllm_tokenizer_patch", "intentId": "33d0224904274651b4c8c901693b2c24", "repoId": "cyankiwi/KAT-Dev-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "ca94e93c5c434e6b8b37281341b0816d", "completedAt": "2026-10-25T03:40:11.222479+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:40:08.836837+00:00", "framework": "vllm_tokenizer_patch", "intentId": "285190900e1a4877bd068c78f06b1523", "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": "ca94e93c5c434e6b8b37281341b0816d", "completedAt": "2026-10-25T03:40:11.222462+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:40:08.836743+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ec1b82ee25e0477689d063302893e243", "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": "74b6f26c3b7546ed8c7d5e8755719a75", "completedAt": "2026-10-25T03:38:30.245969+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:38:27.902290+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b6c7c3afdb87420f98b7c84ce5cfa518", "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": "74b6f26c3b7546ed8c7d5e8755719a75", "completedAt": "2026-10-25T03:38:30.245966+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:38:27.902253+00:00", "framework": "vllm_tokenizer_patch", "intentId": "2851ff3394fd4bddb0901d2cdd4f07e8", "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": "74b6f26c3b7546ed8c7d5e8755719a75", "completedAt": "2026-10-25T03:38:30.245963+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:38:27.902216+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f52ad5ebb931405cafad16ac7a27cfd1", "repoId": "cyankiwi/KAT-Dev-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "74b6f26c3b7546ed8c7d5e8755719a75", "completedAt": "2026-10-25T03:38:30.245960+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:38:27.902167+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e5734dfec2bf43c1a66a7539fceb24f1", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "74b6f26c3b7546ed8c7d5e8755719a75", "completedAt": "2026-10-25T03:38:30.245957+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:38:27.902130+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5108db0114604a94af075d3e3f92b432", "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": "74b6f26c3b7546ed8c7d5e8755719a75", "completedAt": "2026-10-25T03:38:30.245955+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:38:27.902092+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b4ff73c0398f4df49805b49ec166854a", "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": "74b6f26c3b7546ed8c7d5e8755719a75", "completedAt": "2026-10-25T03:38:30.245952+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:38:27.902053+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ac0ddef058024773852b7368e6c80e46", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "74b6f26c3b7546ed8c7d5e8755719a75", "completedAt": "2026-10-25T03:38:30.245949+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:38:27.902011+00:00", "framework": "vllm_tokenizer_patch", "intentId": "7b04ca7d484e40d38270f5dce2b417bf", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "74b6f26c3b7546ed8c7d5e8755719a75", "completedAt": "2026-10-25T03:38:30.245945+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:38:27.901961+00:00", "framework": "vllm-mlu", "intentId": "002726783929495488d75899fd11db12", "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": "74b6f26c3b7546ed8c7d5e8755719a75", "completedAt": "2026-10-25T03:38:30.245942+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:38:27.901909+00:00", "framework": "vllm-mlu", "intentId": "19b1f168ecd9452481aeae832cced7c1", "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": "74b6f26c3b7546ed8c7d5e8755719a75", "completedAt": "2026-10-25T03:38:30.245937+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:38:27.901855+00:00", "framework": "vllm-mlu", "intentId": "88ad55b9077043f0894c07a471fa5ec2", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "74b6f26c3b7546ed8c7d5e8755719a75", "completedAt": "2026-10-25T03:38:30.245920+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T03:38:27.901746+00:00", "framework": "vllm-mlu", "intentId": "9b638867e1b24fef9eda38b4b42d9ecc", "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 08f9568247..8718740fb1 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 3943,
   "acceptedTotal": 3943,
-  "generatedAt": "2026-10-25T04:08:07.731735+00:00",
+  "generatedAt": "2026-10-25T04:09:45.829405+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 6eddf763dd..40f9841a15 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "341e6aae8ffd1a8bd62598f03da01e72fbe44f00f20996aa3f865cb969063921",
     ".modelhub_state/recent_outcomes.jsonl": "830c2ff111f59760a2ea62ad4bafc21041089715791d16819acba29dc71281a1",
     ".modelhub_state/recovery_active_tasks.jsonl": "f533e4583e721fd3252b2c73ca1daf5aafc19fc588bc50c5152d5a07047dcd89",
-    ".modelhub_state/recovery_intents.jsonl": "961dd105644da76394fbe96d7d74b0e5b02e9de4f2603d1f15837a96edd774a7",
-    ".modelhub_state/routing_intelligence.json": "0ba3d1e5053bf0b2987c5062a5580f279d135ea55a47993d5d69bd499565861d",
+    ".modelhub_state/recovery_intents.jsonl": "5f1fb99b2b4ebd642a75454cddaf02aa9d31e3ce4cbd55808fc82acfb7577f1a",
+    ".modelhub_state/routing_intelligence.json": "5616389f160cfabbb76d1b8365207f2e8cdcb67c74cf59a80d3b371c8eed66b3",
     ".modelhub_state/submission_exclusions.jsonl": "ec0164a066e590a129ed69be5c4279284ccf1a85230e402be88754b03203581d",
     ".modelhub_state/worker_crashes.jsonl": "e436652d39bca5bcba31822ff9fb949a9d7ff0b7f509c170e258a53d7e01ce9a",
     "ledger/submissions.jsonl": "148582f3d9ece7ca297d1037d42dae3b40edc3022aab65f6d64f59af8b7672c2",
     "outcomes/submissions.jsonl": "f441c281254f7eda929676310baa5d466c51ae369e9afe77cf30a704b2255fad"
   },
-  "generation": 35402,
-  "phase": "intent",
+  "generation": 35403,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-25T04:09:43.569598+00:00",
+  "updatedAt": "2026-10-25T04:09:46.080581+00:00",
   "writerId": "5c9906c400e2442789cb0c734d70dc03"
 }