diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 3e3bf0b1d6..d2cad01055 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3671,18 +3671,18 @@
 {"batchId": "0a2e698e3d154068826f68964f7a3306", "completedAt": "2026-10-21T13:05:09.112909+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T13:05:06.402345+00:00", "framework": "vllm_tokenizer_patch", "intentId": "51e57abb336145669dc86bd20f5c8436", "lastModified": "2026-10-20T08:50:37+00:00", "modelAddress": "https://modelscope.cn/models/Haodong07/Qwen3-32B-TwinQuant-W4A4", "reason": null, "reconciledAt": "2026-10-21T14:24:47.801773+00:00", "repoId": "Haodong07/Qwen3-32B-TwinQuant-W4A4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5694815", "taskType": "text-generation"}
 {"batchId": "8217688bd3674fada06876bba8c42aa3", "completedAt": "2026-10-21T13:16:59.417198+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T13:16:56.913155+00:00", "framework": "vllm_tokenizer_patch", "intentId": "2cd7f353b95346539c7aa2706b0a5dcf", "lastModified": "2026-10-19T17:23:16+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-small-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-21T14:24:47.800249+00:00", "repoId": "cpatonn-mirror/granite-4.0-h-small-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5695060", "taskType": "text-generation"}
 {"batchId": "4b6c1b110509451a837f2a82ede97acd", "completedAt": "2026-10-21T13:18:01.244788+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T13:17:58.499243+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4126b4b567044a68823ec88f6fef8ca3", "lastModified": "2026-10-19T18:03:45+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/Seed-OSS-36B-Instruct-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-21T14:24:47.800245+00:00", "repoId": "cpatonn-mirror/Seed-OSS-36B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5695068", "taskType": "text-generation"}
-{"batchId": "75a13ecdbf554528a705213a3bfe936d", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.635632+00:00", "framework": "vllm_tokenizer_patch", "intentId": "81a24d9e6ef54ba5ad5987502994bb35", "lastModified": "2026-10-21T14:18:30+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-8bit", "repoId": "cyankiwi/Orchestrator-8B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
-{"batchId": "75a13ecdbf554528a705213a3bfe936d", "configFingerprint": "6227ad7464202af2fd72ed7ba47d960a6db14697bf850d85ff2e90b31777e3a8", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.635745+00:00", "framework": "llamacpp", "intentId": "4988ccbd7a78489ea6ed78bc4ead9bd9", "lastModified": "2026-10-21T03:15:59+00:00", "modelAddress": "https://modelscope.cn/models/XHToken/Spark-X2.6-4B-GGUF", "repoId": "XHToken/Spark-X2.6-4B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "hygon_k100-ai", "taskType": "text-generation"}
-{"batchId": "75a13ecdbf554528a705213a3bfe936d", "configFingerprint": "0810a8dbec6a5bb8330373d71363e8e47f5ab88e5ca0b04cee0d7bb4fc33e81f", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.635810+00:00", "framework": "llamacpp", "intentId": "73cc8273681c43bf8f2535427530ea2e", "lastModified": "2026-10-20T13:54:35+00:00", "modelAddress": "https://modelscope.cn/models/incoai/Muse-Glimmer-30B-DFlash2-GGUF", "repoId": "incoai/Muse-Glimmer-30B-DFlash2-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
-{"batchId": "75a13ecdbf554528a705213a3bfe936d", "configFingerprint": "e6a494afe49de43cfe2b51111d8b2495fcc9c2b24f0b475f84ce14dcdff5b462", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.635870+00:00", "framework": "llamacpp", "intentId": "d109265eb22e4e6f8b0ead9572898768", "lastModified": "2026-10-20T05:58:12+00:00", "modelAddress": "https://modelscope.cn/models/OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "repoId": "OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "75a13ecdbf554528a705213a3bfe936d", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.635924+00:00", "framework": "vllm_tokenizer_patch", "intentId": "606cdf0de4b342cf8f64032232e38104", "lastModified": "2026-10-19T16:59:08+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "repoId": "cpatonn-mirror/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "75a13ecdbf554528a705213a3bfe936d", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.635980+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0bea0e57b86046a095701161ad7b5800", "lastModified": "2026-10-21T14:17:13+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.0-30B-AWQ-4bit", "repoId": "cyankiwi/MiroThinker-v1.0-30B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "75a13ecdbf554528a705213a3bfe936d", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.636031+00:00", "framework": "vllm_tokenizer_patch", "intentId": "2e721c8f71e54e7cb4bc2eee37cd2f36", "lastModified": "2026-10-20T08:50:37+00:00", "modelAddress": "https://modelscope.cn/models/Haodong07/Qwen3-32B-TwinQuant-W4A4", "repoId": "Haodong07/Qwen3-32B-TwinQuant-W4A4", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "75a13ecdbf554528a705213a3bfe936d", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.636082+00:00", "framework": "vllm_tokenizer_patch", "intentId": "68d9f8fb84884108a14bdf280e2b8d07", "lastModified": "2026-10-19T18:03:21+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-tiny-AWQ-4bit", "repoId": "cpatonn-mirror/granite-4.0-h-tiny-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "75a13ecdbf554528a705213a3bfe936d", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.636131+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c83353a338c4463eb83acc38574de987", "lastModified": "2026-10-19T18:55:19+00:00", "modelAddress": "https://modelscope.cn/models/shisa-ai/shisa-de-2.1-FP8-dynamic", "repoId": "shisa-ai/shisa-de-2.1-FP8-dynamic", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "75a13ecdbf554528a705213a3bfe936d", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.636216+00:00", "framework": "vllm_tokenizer_patch", "intentId": "665746f9037b40cab992794b32b38e02", "lastModified": "2026-10-21T13:30:22+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Hermes-4-14B-AWQ-8bit", "repoId": "cyankiwi/Hermes-4-14B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "75a13ecdbf554528a705213a3bfe936d", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.636299+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ce8b4d2de9f545838f44d2c618117780", "lastModified": "2026-10-21T13:20:37+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-8bit", "repoId": "cyankiwi/Nemotron-Cascade-8B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "75a13ecdbf554528a705213a3bfe936d", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.636384+00:00", "framework": "vllm_tokenizer_patch", "intentId": "cc703bacff6542fd913d7eee644441fc", "lastModified": "2026-10-19T21:32:10+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Agents-A1-AWQ-NVFP4", "repoId": "cyankiwi/Agents-A1-AWQ-NVFP4", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "75a13ecdbf554528a705213a3bfe936d", "completedAt": "2026-10-21T14:26:25.529205+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.636384+00:00", "framework": "vllm_tokenizer_patch", "intentId": "cc703bacff6542fd913d7eee644441fc", "repoId": "cyankiwi/Agents-A1-AWQ-NVFP4", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "75a13ecdbf554528a705213a3bfe936d", "completedAt": "2026-10-21T14:26:25.529202+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.636299+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ce8b4d2de9f545838f44d2c618117780", "repoId": "cyankiwi/Nemotron-Cascade-8B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "75a13ecdbf554528a705213a3bfe936d", "completedAt": "2026-10-21T14:26:25.529199+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.636216+00:00", "framework": "vllm_tokenizer_patch", "intentId": "665746f9037b40cab992794b32b38e02", "repoId": "cyankiwi/Hermes-4-14B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "75a13ecdbf554528a705213a3bfe936d", "completedAt": "2026-10-21T14:26:25.529196+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.636131+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c83353a338c4463eb83acc38574de987", "repoId": "shisa-ai/shisa-de-2.1-FP8-dynamic", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "75a13ecdbf554528a705213a3bfe936d", "completedAt": "2026-10-21T14:26:25.529193+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.636082+00:00", "framework": "vllm_tokenizer_patch", "intentId": "68d9f8fb84884108a14bdf280e2b8d07", "repoId": "cpatonn-mirror/granite-4.0-h-tiny-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "75a13ecdbf554528a705213a3bfe936d", "completedAt": "2026-10-21T14:26:25.529189+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.636031+00:00", "framework": "vllm_tokenizer_patch", "intentId": "2e721c8f71e54e7cb4bc2eee37cd2f36", "repoId": "Haodong07/Qwen3-32B-TwinQuant-W4A4", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "75a13ecdbf554528a705213a3bfe936d", "completedAt": "2026-10-21T14:26:25.529186+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.635980+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0bea0e57b86046a095701161ad7b5800", "repoId": "cyankiwi/MiroThinker-v1.0-30B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "75a13ecdbf554528a705213a3bfe936d", "completedAt": "2026-10-21T14:26:25.529182+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.635924+00:00", "framework": "vllm_tokenizer_patch", "intentId": "606cdf0de4b342cf8f64032232e38104", "repoId": "cpatonn-mirror/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "75a13ecdbf554528a705213a3bfe936d", "completedAt": "2026-10-21T14:26:25.529173+00:00", "configFingerprint": "e6a494afe49de43cfe2b51111d8b2495fcc9c2b24f0b475f84ce14dcdff5b462", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.635870+00:00", "framework": "llamacpp", "intentId": "d109265eb22e4e6f8b0ead9572898768", "repoId": "OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "75a13ecdbf554528a705213a3bfe936d", "completedAt": "2026-10-21T14:26:25.529169+00:00", "configFingerprint": "0810a8dbec6a5bb8330373d71363e8e47f5ab88e5ca0b04cee0d7bb4fc33e81f", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.635810+00:00", "framework": "llamacpp", "intentId": "73cc8273681c43bf8f2535427530ea2e", "repoId": "incoai/Muse-Glimmer-30B-DFlash2-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "75a13ecdbf554528a705213a3bfe936d", "completedAt": "2026-10-21T14:26:25.529163+00:00", "configFingerprint": "6227ad7464202af2fd72ed7ba47d960a6db14697bf850d85ff2e90b31777e3a8", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.635745+00:00", "framework": "llamacpp", "intentId": "4988ccbd7a78489ea6ed78bc4ead9bd9", "repoId": "XHToken/Spark-X2.6-4B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}
+{"batchId": "75a13ecdbf554528a705213a3bfe936d", "completedAt": "2026-10-21T14:26:25.529143+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:26:22.635632+00:00", "framework": "vllm_tokenizer_patch", "intentId": "81a24d9e6ef54ba5ad5987502994bb35", "repoId": "cyankiwi/Orchestrator-8B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"batchId": "6150e7128dee43e1ac0c4488c80f78fe", "completedAt": "2026-10-21T14:24:43.301535+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:24:40.627624+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f7bdceddb7d545dab2f947c4477ff494", "repoId": "cyankiwi/Agents-A1-AWQ-NVFP4", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "6150e7128dee43e1ac0c4488c80f78fe", "completedAt": "2026-10-21T14:24:43.301532+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:24:40.627541+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b7ac2c9f84d74c80a458d6f5407317b2", "repoId": "cyankiwi/Nemotron-Cascade-8B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "6150e7128dee43e1ac0c4488c80f78fe", "completedAt": "2026-10-21T14:24:43.301528+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:24:40.627455+00:00", "framework": "vllm_tokenizer_patch", "intentId": "adb09346694b421994b2269a8b19ce3e", "repoId": "cyankiwi/Hermes-4-14B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
@@ -3971,15 +3971,3 @@
 {"batchId": "43f4e4eca39a40d3bbfe139383edcce5", "completedAt": "2026-10-21T13:53:06.551934+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T13:53:03.836622+00:00", "framework": "vllm_tokenizer_patch", "intentId": "44c655095c1f4c6fb1b82969977eb55d", "repoId": "iluvatar-corex/Qwen3-8B-W8A8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"batchId": "43f4e4eca39a40d3bbfe139383edcce5", "completedAt": "2026-10-21T13:53:06.551915+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T13:53:03.836525+00:00", "framework": "vllm_tokenizer_patch", "intentId": "3ed7bbb3103943749b4f517bb43ae788", "repoId": "cpatonn-mirror/Qwen3-4B-Thinking-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"batchId": "c540a6f784124ab8a47be5b93aac6ef1", "completedAt": "2026-10-21T13:51:21.080381+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T13:51:18.521422+00:00", "framework": "vllm_tokenizer_patch", "intentId": "db16b9e09735416fadc9e98f462a292f", "repoId": "Haodong07/Qwen3-32B-TwinQuant-W4A4", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "c540a6f784124ab8a47be5b93aac6ef1", "completedAt": "2026-10-21T13:51:21.080379+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T13:51:18.521346+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5529bfa069aa448f9bac5fc8f52b3123", "repoId": "cpatonn-mirror/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "c540a6f784124ab8a47be5b93aac6ef1", "completedAt": "2026-10-21T13:51:21.080376+00:00", "configFingerprint": "e6a494afe49de43cfe2b51111d8b2495fcc9c2b24f0b475f84ce14dcdff5b462", "configSource": "modelhub_live", "createdAt": "2026-10-21T13:51:18.521249+00:00", "framework": "llamacpp", "intentId": "efea8004ac9244458d72f90d9cb5363a", "repoId": "OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "c540a6f784124ab8a47be5b93aac6ef1", "completedAt": "2026-10-21T13:51:21.080373+00:00", "configFingerprint": "0810a8dbec6a5bb8330373d71363e8e47f5ab88e5ca0b04cee0d7bb4fc33e81f", "configSource": "modelhub_live", "createdAt": "2026-10-21T13:51:18.521155+00:00", "framework": "llamacpp", "intentId": "105b75fbd6de4aad83c283c549748908", "repoId": "incoai/Muse-Glimmer-30B-DFlash2-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "c540a6f784124ab8a47be5b93aac6ef1", "completedAt": "2026-10-21T13:51:21.080371+00:00", "configFingerprint": "6227ad7464202af2fd72ed7ba47d960a6db14697bf850d85ff2e90b31777e3a8", "configSource": "modelhub_live", "createdAt": "2026-10-21T13:51:18.521093+00:00", "framework": "llamacpp", "intentId": "c08758706d7c47e5a4ab3273a7e8bffa", "repoId": "XHToken/Spark-X2.6-4B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}
-{"batchId": "c540a6f784124ab8a47be5b93aac6ef1", "completedAt": "2026-10-21T13:51:21.080367+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T13:51:18.521047+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4eb718943aa545cf8dacda8616832b74", "repoId": "cyankiwi/Nemotron-Cascade-8B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "c540a6f784124ab8a47be5b93aac6ef1", "completedAt": "2026-10-21T13:51:21.080365+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T13:51:18.520973+00:00", "framework": "vllm_tokenizer_patch", "intentId": "3cc03ce7b9f748c38ae3f0c17c3e0125", "repoId": "shisa-ai/shisa-de-2.1-FP8-dynamic", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "c540a6f784124ab8a47be5b93aac6ef1", "completedAt": "2026-10-21T13:51:21.080362+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T13:51:18.520892+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4f2818bb2bdc4624b6587d3cc7954f56", "repoId": "LiquidAI/LFM2.5-24B-A2B", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "c540a6f784124ab8a47be5b93aac6ef1", "completedAt": "2026-10-21T13:51:21.080359+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T13:51:18.520810+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4d749b52037a49c98e47d2ecb3376a19", "repoId": "cpatonn-mirror/granite-4.0-h-tiny-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "c540a6f784124ab8a47be5b93aac6ef1", "completedAt": "2026-10-21T13:51:21.080355+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T13:51:18.520730+00:00", "framework": "vllm_tokenizer_patch", "intentId": "86dd660eb48f46049bb3dbebaf2f2058", "repoId": "iluvatar-corex/Qwen3-14B-W8A8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "c540a6f784124ab8a47be5b93aac6ef1", "completedAt": "2026-10-21T13:51:21.080351+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T13:51:18.520643+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4e5759a187ce47ef8ce02f10f92c46b8", "repoId": "iluvatar-corex/Qwen3-8B-W8A8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "c540a6f784124ab8a47be5b93aac6ef1", "completedAt": "2026-10-21T13:51:21.080330+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T13:51:18.520487+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a258313baaa1440292b8d8dbddea120c", "repoId": "cpatonn-mirror/Qwen3-4B-Thinking-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "4a5666182f8347a3bf899c32bf7fa0a7", "completedAt": "2026-10-21T13:49:31.592499+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T13:49:28.997526+00:00", "framework": "vllm_tokenizer_patch", "intentId": "dd18522af15f403fa13f815ff458e6a0", "repoId": "Haodong07/Qwen3-32B-TwinQuant-W4A4", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index 47d04980c3..ddf789453f 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 3809,
   "acceptedTotal": 3809,
-  "generatedAt": "2026-10-21T14:24:43.215724+00:00",
+  "generatedAt": "2026-10-21T14:26:25.442492+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 16a6c0811b..3c8dc9ecbd 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "f5e4b24f66aee986cd43ef6fdfb7d8debb7011d4b344c791936225a5f5c920ce",
     ".modelhub_state/recent_outcomes.jsonl": "a1a4de65396d0dd5f8f9b0e4048dd99a1d8fc8a9296e07daddb12328a544d0f4",
     ".modelhub_state/recovery_active_tasks.jsonl": "af727fe88c2dd300b28b39c6d69ce02c466bd75a6cfbf56e760d8085bbb5eb0b",
-    ".modelhub_state/recovery_intents.jsonl": "61a769fc62e1f25b4cf0a7c456fce7881eb6cc2a90a7819511d6430207f2b200",
-    ".modelhub_state/routing_intelligence.json": "8128f3100241eb2edf838a2ccc71489e1316e1c464ab7fbc0b28cdaabf412de7",
+    ".modelhub_state/recovery_intents.jsonl": "d5cf8c7b52bc190b332058c63ca26714051ef561369487a11d307f4e9a88737e",
+    ".modelhub_state/routing_intelligence.json": "590bc5c6ea925fda3a29b3bf95abb28f7a9c3e78ff321d1151e211ada3206607",
     ".modelhub_state/submission_exclusions.jsonl": "07b0cf531e208c0d6ecfffb156a0cb39a09636bee94976f2a8a2e3b767cf06cc",
     ".modelhub_state/worker_crashes.jsonl": "d46c42c2991f2fda703c2ba17f2b6a21afa8e1453bf67666f1bc0ff3bb99e2e9",
     "ledger/submissions.jsonl": "359381c462f59640efa5bf9f5826f09489666f3daa0e83b762c15934dd8ffe5c",
     "outcomes/submissions.jsonl": "c3e94e7f8ba4e741c7b962e9e431feb84e62071690430e68991727ad3eee2de3"
   },
-  "generation": 27078,
-  "phase": "intent",
+  "generation": 27079,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-21T14:26:22.834226+00:00",
+  "updatedAt": "2026-10-21T14:26:25.797347+00:00",
   "writerId": "f9d6ac09a4c14ca19fc241d193853c55"
 }