diff --git a/.modelhub_state/account_capacity.json b/.modelhub_state/account_capacity.json
index 2ae2e8c84e..4f8381f84b 100644
--- a/.modelhub_state/account_capacity.json
+++ b/.modelhub_state/account_capacity.json
@@ -30,7 +30,7 @@
     },
     "bc10735ccf9c93d0bc23": {
       "accountIndex": 12,
-      "knownCap": 3
+      "knownCap": 4
     },
     "c5217a5fe9b938618a85": {
       "accountIndex": 3,
@@ -49,6 +49,6 @@
       "knownCap": 4
     }
   },
-  "updatedAt": "2026-10-25T16:00:21.545302+00:00",
+  "updatedAt": "2026-10-25T16:01:21.438818+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index bbdf6fb9f8..3f1b21fc1b 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3844,18 +3844,18 @@
 {"batchId": "f89fc4a5f4fb454cb8133fb2af18cc68", "completedAt": "2026-10-25T16:00:22.137447+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:00:20.398422+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f4c813a471844b178a782cf16cf8f6f6", "lastModified": "2026-10-25T15:26:39+00:00", "modelAddress": "https://modelscope.cn/models/IFM/Jais-3-32B-FP8", "reason": null, "reconciledAt": "2026-10-25T16:00:25.123333+00:00", "repoId": "IFM/Jais-3-32B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5785580", "taskType": "text-generation"}
 {"batchId": "f89fc4a5f4fb454cb8133fb2af18cc68", "completedAt": "2026-10-25T16:00:22.137450+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:00:20.398460+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a83e5acad09f44a083eedabf7a80415f", "lastModified": "2026-10-21T15:53:43+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-25T16:00:25.124578+00:00", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5785579", "taskType": "text-generation"}
 {"batchId": "f89fc4a5f4fb454cb8133fb2af18cc68", "completedAt": "2026-10-25T16:00:22.137459+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:00:20.398574+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0e08ac3769b44e3b9ef81438c6e49427", "lastModified": "2026-10-21T15:51:34+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/granite-4.0-h-tiny-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-25T16:00:25.123636+00:00", "repoId": "cyankiwi/granite-4.0-h-tiny-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5785577", "taskType": "text-generation"}
-{"batchId": "95fbd69ef23f445788df965e43fc4c98", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.502836+00:00", "framework": "vllm-mlu", "intentId": "7a3bfbc3377c47288be0bcc86a38d54b", "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": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation"}
-{"batchId": "95fbd69ef23f445788df965e43fc4c98", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.502944+00:00", "framework": "vllm_tokenizer_patch", "intentId": "1b204b24ed93433b8c2f244a0d30bb9e", "lastModified": "2026-10-21T16:02:35+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Hermes-4.3-36B-AWQ-8bit", "repoId": "cyankiwi/Hermes-4.3-36B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
-{"batchId": "95fbd69ef23f445788df965e43fc4c98", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.502987+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9b28574c4db744578dd265872e575be8", "lastModified": "2026-10-21T15:42:33+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
-{"batchId": "95fbd69ef23f445788df965e43fc4c98", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503026+00:00", "framework": "vllm_tokenizer_patch", "intentId": "59bd2e41208e48e19d6d142926daf163", "lastModified": "2026-10-21T16:38:25+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
-{"batchId": "95fbd69ef23f445788df965e43fc4c98", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503064+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a3965c84b4da4e1cb4d779739446f73b", "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": "Ascend_910-b3", "taskType": "text-generation"}
-{"batchId": "95fbd69ef23f445788df965e43fc4c98", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503101+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9dd7a352e9f24c8a8e4d944de3137fd4", "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": "Ascend_910-b3", "taskType": "text-generation"}
-{"batchId": "95fbd69ef23f445788df965e43fc4c98", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503138+00:00", "framework": "vllm_fix_tokenizer", "intentId": "3dd5a47a47744d39a1f884bccd980f8d", "lastModified": "2026-10-21T16:56:28+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/GLM-4.7-Flash-AWQ-4bit", "repoId": "cyankiwi/GLM-4.7-Flash-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "95fbd69ef23f445788df965e43fc4c98", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503194+00:00", "framework": "vllm_fix_tokenizer", "intentId": "2dcaabbfa0f64be9bfc3febe260b8091", "lastModified": "2026-10-21T16:07:50+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/GLM-4.7-Flash-REAP-23B-A3B-AWQ-4bit", "repoId": "cyankiwi/GLM-4.7-Flash-REAP-23B-A3B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "95fbd69ef23f445788df965e43fc4c98", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503237+00:00", "framework": "vllm_fix_tokenizer", "intentId": "311923be896e4475973d44c2ff0edc1c", "lastModified": "2026-10-21T15:40:39+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Qwen3-Coder-30B-A3B-Instruct-AWQ-4bit", "repoId": "cyankiwi/Qwen3-Coder-30B-A3B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "95fbd69ef23f445788df965e43fc4c98", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503279+00:00", "framework": "vllm_fix_tokenizer", "intentId": "319ee0af3b8e48298c6a05fa131bfd10", "lastModified": "2026-10-25T11:26:46+00:00", "modelAddress": "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P", "repoId": "ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "95fbd69ef23f445788df965e43fc4c98", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503324+00:00", "framework": "vllm_fix_tokenizer", "intentId": "1785fe129efa41beb4dcda1a3c9fcb2f", "lastModified": "2026-10-25T14:40:45+00:00", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX", "repoId": "ukisai/Swift-1.5-4bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "95fbd69ef23f445788df965e43fc4c98", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503374+00:00", "framework": "vllm_fix_tokenizer", "intentId": "9ec7884f71fb4c7abd4487710f24fc56", "lastModified": "2026-10-21T17:03:19+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit", "repoId": "cyankiwi/MiniCPM-SALA-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
+{"batchId": "95fbd69ef23f445788df965e43fc4c98", "completedAt": "2026-10-25T16:01:22.686312+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503279+00:00", "framework": "vllm_fix_tokenizer", "intentId": "319ee0af3b8e48298c6a05fa131bfd10", "lastModified": "2026-10-25T11:26:46+00:00", "modelAddress": "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P", "reason": null, "repoId": "ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "submitted", "targetGpu": "Vastai_va16", "taskId": "5785610", "taskType": "text-generation"}
+{"batchId": "95fbd69ef23f445788df965e43fc4c98", "completedAt": "2026-10-25T16:01:22.686318+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503374+00:00", "framework": "vllm_fix_tokenizer", "intentId": "9ec7884f71fb4c7abd4487710f24fc56", "repoId": "cyankiwi/MiniCPM-SALA-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "95fbd69ef23f445788df965e43fc4c98", "completedAt": "2026-10-25T16:01:22.686315+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503324+00:00", "framework": "vllm_fix_tokenizer", "intentId": "1785fe129efa41beb4dcda1a3c9fcb2f", "repoId": "ukisai/Swift-1.5-4bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "95fbd69ef23f445788df965e43fc4c98", "completedAt": "2026-10-25T16:01:22.686309+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503237+00:00", "framework": "vllm_fix_tokenizer", "intentId": "311923be896e4475973d44c2ff0edc1c", "repoId": "cyankiwi/Qwen3-Coder-30B-A3B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "95fbd69ef23f445788df965e43fc4c98", "completedAt": "2026-10-25T16:01:22.686306+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503194+00:00", "framework": "vllm_fix_tokenizer", "intentId": "2dcaabbfa0f64be9bfc3febe260b8091", "repoId": "cyankiwi/GLM-4.7-Flash-REAP-23B-A3B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "95fbd69ef23f445788df965e43fc4c98", "completedAt": "2026-10-25T16:01:22.686303+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503138+00:00", "framework": "vllm_fix_tokenizer", "intentId": "3dd5a47a47744d39a1f884bccd980f8d", "repoId": "cyankiwi/GLM-4.7-Flash-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "95fbd69ef23f445788df965e43fc4c98", "completedAt": "2026-10-25T16:01:22.686300+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503101+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9dd7a352e9f24c8a8e4d944de3137fd4", "repoId": "cyankiwi/KAT-Dev-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "95fbd69ef23f445788df965e43fc4c98", "completedAt": "2026-10-25T16:01:22.686297+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503064+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a3965c84b4da4e1cb4d779739446f73b", "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": "95fbd69ef23f445788df965e43fc4c98", "completedAt": "2026-10-25T16:01:22.686293+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503026+00:00", "framework": "vllm_tokenizer_patch", "intentId": "59bd2e41208e48e19d6d142926daf163", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "95fbd69ef23f445788df965e43fc4c98", "completedAt": "2026-10-25T16:01:22.686289+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.502987+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9b28574c4db744578dd265872e575be8", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "95fbd69ef23f445788df965e43fc4c98", "completedAt": "2026-10-25T16:01:22.686285+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.502944+00:00", "framework": "vllm_tokenizer_patch", "intentId": "1b204b24ed93433b8c2f244a0d30bb9e", "repoId": "cyankiwi/Hermes-4.3-36B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "95fbd69ef23f445788df965e43fc4c98", "completedAt": "2026-10-25T16:01:22.686270+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.502836+00:00", "framework": "vllm-mlu", "intentId": "7a3bfbc3377c47288be0bcc86a38d54b", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "f89fc4a5f4fb454cb8133fb2af18cc68", "completedAt": "2026-10-25T16:00:22.137462+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:00:20.398612+00:00", "framework": "vllm_tokenizer_patch", "intentId": "978eaf7b32664fc5b36240a5e1765676", "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": "f89fc4a5f4fb454cb8133fb2af18cc68", "completedAt": "2026-10-25T16:00:22.137456+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:00:20.398535+00:00", "framework": "vllm_tokenizer_patch", "intentId": "64925a396a724fb4a95e8ea8f3781691", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "f89fc4a5f4fb454cb8133fb2af18cc68", "completedAt": "2026-10-25T16:00:22.137452+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:00:20.398498+00:00", "framework": "vllm_tokenizer_patch", "intentId": "bde904db2998402e87867202631de964", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
@@ -4145,14 +4145,3 @@
 {"batchId": "bd8df359fe8643588ec22c112f2f99ce", "completedAt": "2026-10-25T15:30:40.851696+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:30:38.354048+00:00", "framework": "vllm_fix_tokenizer", "intentId": "54da535aa2fb45b2a4f87b5916fa4ce2", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "bd8df359fe8643588ec22c112f2f99ce", "completedAt": "2026-10-25T15:30:40.851694+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:30:38.354004+00:00", "framework": "vllm_fix_tokenizer", "intentId": "2d2b73b1d57047e8869c72120c028cde", "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": "bd8df359fe8643588ec22c112f2f99ce", "completedAt": "2026-10-25T15:30:40.851691+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:30:38.353960+00:00", "framework": "vllm_fix_tokenizer", "intentId": "f7205920676841b8978b9d64ee08fb77", "repoId": "cyankiwi/Hermes-4.3-36B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "bd8df359fe8643588ec22c112f2f99ce", "completedAt": "2026-10-25T15:30:40.851688+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:30:38.353915+00:00", "framework": "vllm_fix_tokenizer", "intentId": "affb4ff2b683446db5dc6c7900d26862", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "bd8df359fe8643588ec22c112f2f99ce", "completedAt": "2026-10-25T15:30:40.851685+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:30:38.353871+00:00", "framework": "vllm_fix_tokenizer", "intentId": "839ef2aa0b2242d980e93266317e5a3d", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "bd8df359fe8643588ec22c112f2f99ce", "completedAt": "2026-10-25T15:30:40.851683+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:30:38.353827+00:00", "framework": "vllm_fix_tokenizer", "intentId": "31e68c5e3007470f98a77e02f5471139", "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": "bd8df359fe8643588ec22c112f2f99ce", "completedAt": "2026-10-25T15:30:40.851679+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:30:38.353782+00:00", "framework": "vllm_fix_tokenizer", "intentId": "245af218f4f5417999d92a37ca130cf6", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "bd8df359fe8643588ec22c112f2f99ce", "completedAt": "2026-10-25T15:30:40.851676+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:30:38.353737+00:00", "framework": "vllm_fix_tokenizer", "intentId": "9a9683bdd2274ccfa9a6ed8bea00ba4c", "repoId": "cyankiwi/Kimi-Dev-72B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "bd8df359fe8643588ec22c112f2f99ce", "completedAt": "2026-10-25T15:30:40.851672+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:30:38.353688+00:00", "framework": "vllm_fix_tokenizer", "intentId": "fe900db0ca7e43c9a8c97fd922bb9ec7", "repoId": "cyankiwi/GLM-4.7-Flash-REAP-23B-A3B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "bd8df359fe8643588ec22c112f2f99ce", "completedAt": "2026-10-25T15:30:40.851651+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:30:38.353577+00:00", "framework": "vllm_fix_tokenizer", "intentId": "b7304081f5b642eaba5d3c5b5fa00153", "repoId": "InternScience/Sage-A1.5", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
-{"batchId": "20dae19453644ba5bb05a7a9bc7f6699", "completedAt": "2026-10-25T15:28:53.464605+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:28:51.132337+00:00", "framework": "vllm_fix_tokenizer", "intentId": "b03ae9b1464e4a29bcac35470ca83376", "repoId": "cyankiwi/Kimi-Dev-72B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
-{"batchId": "20dae19453644ba5bb05a7a9bc7f6699", "completedAt": "2026-10-25T15:28:53.464602+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:28:51.132294+00:00", "framework": "vllm_fix_tokenizer", "intentId": "7d1b277f443645559328c2168c06689d", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
-{"batchId": "20dae19453644ba5bb05a7a9bc7f6699", "completedAt": "2026-10-25T15:28:53.464599+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:28:51.132252+00:00", "framework": "vllm_fix_tokenizer", "intentId": "a4854d4d94274c9187f10b8571cc2e31", "repoId": "kakarotter/calix", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
-{"batchId": "20dae19453644ba5bb05a7a9bc7f6699", "completedAt": "2026-10-25T15:28:53.464597+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:28:51.132210+00:00", "framework": "vllm_fix_tokenizer", "intentId": "96833cc34b904101acb12f4d520ac1f0", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index a2a0ff5d1c..d66ca95424 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -1,6 +1,6 @@
 {
   "acceptedByCategory": {
-    "unified_success_first": 3977
+    "unified_success_first": 3978
   },
   "acceptedByRoute": {
     "text-generation|Ascend_910-b3|llamacpp": 39,
@@ -34,13 +34,13 @@
     "text-generation|Mthreads_s4000|vllm": 195,
     "text-generation|Sunrise_pt-200-x1|vllm": 103,
     "text-generation|Sunrise_pt-200-x1|vllm_fix_tokenizer": 176,
-    "text-generation|Vastai_va16|vllm_fix_tokenizer": 108,
+    "text-generation|Vastai_va16|vllm_fix_tokenizer": 109,
     "text-generation|hygon_k100-ai|llamacpp": 47,
     "text-generation|hygon_k100-ai|vllm": 35,
     "text-generation|hygon_k100-ai|vllm-patch-tokenizer": 238
   },
-  "acceptedSinceRefresh": 3977,
-  "acceptedTotal": 3977,
-  "generatedAt": "2026-10-25T16:00:22.062285+00:00",
+  "acceptedSinceRefresh": 3978,
+  "acceptedTotal": 3978,
+  "generatedAt": "2026-10-25T16:01:22.572977+00:00",
   "version": 1
 }
diff --git a/ledger/submissions.jsonl b/ledger/submissions.jsonl
index e227db5fc5..26de247f8f 100644
--- a/ledger/submissions.jsonl
+++ b/ledger/submissions.jsonl
@@ -1252,3 +1252,4 @@
 {"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-A4B", "modelId": "XingChen-AGI/Xing4.0-29B-A4B", "submitTime": "2026-10-13T12:52:58.552750+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5512698", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-ascend-910-b3"}
 {"framework": "vllm-patch-tokenizer", "modelAddress": "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-A4B", "modelId": "XingChen-AGI/Xing4.0-29B-A4B", "submitTime": "2026-10-13T13:12:18.147765+00:00", "targetGpu": "hygon_k100-ai", "taskId": "5513114", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-patch-tokenizer-hygon-k100-ai"}
 {"framework": "llamacpp", "modelAddress": "https://modelscope.cn/models/DavidAU/DarkSapling-V2-Ultra-Quality-7B-GGUF", "modelId": "DavidAU/DarkSapling-V2-Ultra-Quality-7B-GGUF", "submitTime": "2026-10-15T20:46:16.830124+00:00", "targetGpu": "hygon_k100-ai", "taskId": "5569369", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-llamacpp-hygon-k100-ai"}
+{"framework": "vllm_fix_tokenizer", "modelAddress": "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P", "modelId": "ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P", "submitTime": "2026-10-25T16:01:21.336737+00:00", "targetGpu": "Vastai_va16", "taskId": "5785610", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-fix-tokenizer-vastai-va16"}
diff --git a/manifest.json b/manifest.json
index 202c2c6dd4..8246f648df 100644
--- a/manifest.json
+++ b/manifest.json
@@ -1,7 +1,7 @@
 {
   "agentVersion": "2026.09.04.4",
   "checksums": {
-    ".modelhub_state/account_capacity.json": "1f35899b51a1bd8c5dc0cc49bb2cb2372d0952893b9b88da889041029f92eb26",
+    ".modelhub_state/account_capacity.json": "32ff3735ee49051321c895e6bd26020812a222286d4eb50c703cae8b1c89cc8f",
     ".modelhub_state/architecture_compatibility_blacklist.json": "053766f60c0538ef2ca58f7bfd4195a31cf62dad1c5bfc80edc578527bb96a27",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
     ".modelhub_state/market_intelligence.json": "c9f919ffcc6115a2a4f3d3bcc91f933521457fe3e87e9be91a32bca09a7d2ab5",
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "5e6385451ba16c7dd7646282a87fdf786c1d685dd4c2013dd9db51059196526d",
     ".modelhub_state/recent_outcomes.jsonl": "295d02cdd19aa31a8087903ff97272cbe6bc614847d4ab4126d783ee6e2c1e49",
     ".modelhub_state/recovery_active_tasks.jsonl": "903539e12805e1de8706ab246e9f2a0e14ef5b000459b9d05923ab466c428423",
-    ".modelhub_state/recovery_intents.jsonl": "8e30a1b51a80c1cb779099a185d9ca30c562cee89102e1f9e431beb318f9fedb",
-    ".modelhub_state/routing_intelligence.json": "1f1b16d016e993a285074356c233b3ed6830c6ebb2902a56eecd6a9992c65db9",
+    ".modelhub_state/recovery_intents.jsonl": "35dd693b494e77d21c4d5bf52ce7666a695cfa5689257529ebf216c300e52937",
+    ".modelhub_state/routing_intelligence.json": "bbe9eaedfe050947564f785ab4d45c25b498fdca8a9e52b9727796ed82520fcc",
     ".modelhub_state/submission_exclusions.jsonl": "3db506f4d37bc78a9069d6022969e3718fa3eb1dad129907c99f63d5a7300ba1",
     ".modelhub_state/worker_crashes.jsonl": "0fc6c3913ba6a3ff00019bfaff56ce222acc4b192a4ed26e7f61a0bec8699b05",
-    "ledger/submissions.jsonl": "f69f52f4d4b025a67ff9424e1a893691ec287719609d2d28bb974460ee30b214",
-    "outcomes/submissions.jsonl": "8f999390922c58c5bbf4713da3be8696e0e89655f84cbc3a6f3f6214a12408f1"
+    "ledger/submissions.jsonl": "9a6177d683805056ddc3d4c50d4a00d0c9506b0538a1f2a686bdca5d628b15ab",
+    "outcomes/submissions.jsonl": "379859c5ef886804104f2d09102d833ed44f8ada272ab824e36665fd41edd169"
   },
-  "generation": 36667,
-  "phase": "intent",
+  "generation": 36668,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-25T16:01:19.738040+00:00",
+  "updatedAt": "2026-10-25T16:01:22.855240+00:00",
   "writerId": "7ff73e6204284f23bc2b88b7c29d21d9"
 }
diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index 1f13566e65..d8bcba5292 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -1113,3 +1113,4 @@
 {"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": null, "modelId": "IFM/Jais-3-32B-FP8", "modelProfile": {"architectures": ["K2HorizonForCausalLM"], "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 37350407624, "estimatedRequiredGiB": 41.766, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "k2_horizon", "modelscopeFileSize": 37371953913, "modelscopeLicense": "apache-2.0", "modelscopeParams": 34779304960, "modelscopeTags": ["license:apache-2.0", "model_type:k2_horizon", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:jais-3", "custom_tag:32B", "custom_tag:dense", "custom_tag:fp8", "custom_tag:open-weights", "custom_tag:ifm"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "compressed-tensors", "repositoryOnDiskBytes": 37371953913}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-25T16:00:21.438899+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5785580", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": null, "modelId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "modelProfile": {"architectures": ["Qwen3ForCausalLM"], "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 10544400664, "estimatedRequiredGiB": 16.539, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3", "modelscopeFileSize": 14798414872, "modelscopeLicense": "other", "modelscopeParams": 14768307200, "modelscopeTags": ["license:other", "model_type:qwen3", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:nvidia", "custom_tag:nemotron-cascade", "custom_tag:reasoning", "custom_tag:general-purpose", "custom_tag:SFT", "custom_tag:RL", "custom_tag:pytorch"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "compressed-tensors", "recentProfileFeedback": {"attributableFailureCount": 0, "consecutiveFailures": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": {"ambiguous_runtime": 1}, "failureCount": 1, "failureRate": 1.0, "framework": "vllm_tokenizer_patch", "lastTerminalAt": "2026-10-25T04:12:56.440372+00:00", "modelType": "qwen3", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "quantizationMethod": "compressed-tensors", "successCount": 0, "successRate": 0.0, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", "total": 1, "unresolvedFailureCount": 1}, "repositoryOnDiskBytes": 14798414872}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-25T16:00:21.431068+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5785579", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": null, "modelId": "cyankiwi/granite-4.0-h-tiny-AWQ-8bit", "modelProfile": {"architectures": ["GraniteMoeHybridForCausalLM"], "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 8524135400, "estimatedRequiredGiB": 9.537, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "granitemoehybrid", "modelscopeFileSize": 8533963693, "modelscopeLicense": "apache-2.0", "modelscopeParams": 7093177920, "modelscopeTags": ["license:apache-2.0", "model_type:granitemoehybrid", "library:pytorch", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:language", "custom_tag:granite-4.0"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "compressed-tensors", "repositoryOnDiskBytes": 8533963693}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-25T16:00:21.429592+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5785577", "taskType": "text-generation", "verifyResult": null}
+{"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": null, "modelId": "ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P", "modelProfile": {"architectures": ["Qwen3_5MoeForConditionalGeneration"], "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 24604826824, "estimatedRequiredGiB": 27.524, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_moe", "modelscopeFileSize": 24628378073, "modelscopeLicense": "apache-2.0", "modelscopeParams": 20349011824, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5_moe", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:ascend", "custom_tag:ascend310p", "custom_tag:w4a8", "custom_tag:mtp", "custom_tag:experimental"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 24628378073}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-25T16:01:21.336737+00:00", "targetGpu": "Vastai_va16", "taskId": "5785610", "taskType": "text-generation", "verifyResult": null}