diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index ee49282211..b3c178f562 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3848,18 +3848,18 @@
 {"batchId": "dfcc7d3b56f5432cb796e6c081656d5a", "completedAt": "2026-10-25T16:02:32.089952+00:00", "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:02:29.618576+00:00", "framework": "vllm", "intentId": "e3aa8402c21c4a1ab42a805109958f1b", "lastModified": "2026-10-21T16:25:00+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-4B-Thinking-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-25T18:18:56.422268+00:00", "repoId": "cyankiwi/DASD-4B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Iluvatar_mrv-100", "taskId": "5785631", "taskType": "text-generation"}
 {"batchId": "657c7d5f77d34704bfebfb34f83b53cc", "completedAt": "2026-10-25T17:23:33.641587+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:23:31.377755+00:00", "framework": "vllm_fix_tokenizer", "intentId": "4b92e84de8204f5ea6556d2d8dbe7682", "lastModified": "2026-10-21T16:56:28+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-25T18:18:56.422748+00:00", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Vastai_va16", "taskId": "5786730", "taskType": "text-generation"}
 {"batchId": "c9f252d16e4d4200ad0c463edd586668", "completedAt": "2026-10-25T18:02:31.047561+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:02:28.648027+00:00", "framework": "vllm-mlu", "intentId": "1c5f77ead5f94dd1b6885f5d4011e6ba", "lastModified": "2026-10-21T15:03:47+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-4B-Thinking-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-25T18:18:56.422746+00:00", "repoId": "cyankiwi/DASD-4B-Thinking-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "recovered_active", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "5787259", "taskType": "text-generation"}
-{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.523930+00:00", "framework": "vllm-mlu", "intentId": "2445899582874e48a43054477bc524d8", "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": "5babbd1a828a4208b23c0f7f5fe41298", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524031+00:00", "framework": "vllm_fix_tokenizer", "intentId": "6d8392db6a634b04898ab9ed95221373", "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": "5babbd1a828a4208b23c0f7f5fe41298", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524079+00:00", "framework": "vllm_fix_tokenizer", "intentId": "3c83fc2585ab4507aa1bb3d8b21e9482", "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": "5babbd1a828a4208b23c0f7f5fe41298", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524123+00:00", "framework": "vllm_fix_tokenizer", "intentId": "106eb9c3edab40bdae7af4f1470cafb6", "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": "5babbd1a828a4208b23c0f7f5fe41298", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524166+00:00", "framework": "vllm_fix_tokenizer", "intentId": "1be7013eed8f4feb841714ce5756fe3a", "lastModified": "2026-10-21T16:18:34+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Qwen3-30B-A3B-Thinking-2507-AWQ-4bit", "repoId": "cyankiwi/Qwen3-30B-A3B-Thinking-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524216+00:00", "framework": "vllm_fix_tokenizer", "intentId": "66e11a58d675439185353ae647960a79", "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": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524259+00:00", "framework": "vllm_fix_tokenizer", "intentId": "600881be17cc43f5865a3dc0564c5a2b", "lastModified": "2026-10-25T13:17:58+00:00", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-5bit-MLX", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524301+00:00", "framework": "vllm_fix_tokenizer", "intentId": "c56ffe2fe01e420db31750abb5abb728", "lastModified": "2026-10-21T16:25:00+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-4B-Thinking-AWQ-4bit", "repoId": "cyankiwi/DASD-4B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524343+00:00", "framework": "vllm_fix_tokenizer", "intentId": "a916d04a4f1b4c7eb138d9d92f8f67ac", "lastModified": "2026-10-21T16:19:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524385+00:00", "framework": "vllm_fix_tokenizer", "intentId": "ce3c5ca3e7e1488b801a98e54bf56d55", "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": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524428+00:00", "framework": "vllm_fix_tokenizer", "intentId": "841a2aa46b584069b7749930739d9bf4", "lastModified": "2026-10-24T12:01:13+00:00", "modelAddress": "https://modelscope.cn/models/kakarotter/calix", "repoId": "kakarotter/calix", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524470+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d2d0bbc4c604436f91a7921e7b291695", "lastModified": "2026-10-21T16:56:31+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
+{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "completedAt": "2026-10-25T18:20:30.930893+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524470+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d2d0bbc4c604436f91a7921e7b291695", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "completedAt": "2026-10-25T18:20:30.930890+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524428+00:00", "framework": "vllm_fix_tokenizer", "intentId": "841a2aa46b584069b7749930739d9bf4", "repoId": "kakarotter/calix", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "completedAt": "2026-10-25T18:20:30.930888+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524385+00:00", "framework": "vllm_fix_tokenizer", "intentId": "ce3c5ca3e7e1488b801a98e54bf56d55", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "completedAt": "2026-10-25T18:20:30.930885+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524343+00:00", "framework": "vllm_fix_tokenizer", "intentId": "a916d04a4f1b4c7eb138d9d92f8f67ac", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "completedAt": "2026-10-25T18:20:30.930882+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524301+00:00", "framework": "vllm_fix_tokenizer", "intentId": "c56ffe2fe01e420db31750abb5abb728", "repoId": "cyankiwi/DASD-4B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "completedAt": "2026-10-25T18:20:30.930879+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524259+00:00", "framework": "vllm_fix_tokenizer", "intentId": "600881be17cc43f5865a3dc0564c5a2b", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "completedAt": "2026-10-25T18:20:30.930876+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524216+00:00", "framework": "vllm_fix_tokenizer", "intentId": "66e11a58d675439185353ae647960a79", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "completedAt": "2026-10-25T18:20:30.930873+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524166+00:00", "framework": "vllm_fix_tokenizer", "intentId": "1be7013eed8f4feb841714ce5756fe3a", "repoId": "cyankiwi/Qwen3-30B-A3B-Thinking-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "completedAt": "2026-10-25T18:20:30.930870+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524123+00:00", "framework": "vllm_fix_tokenizer", "intentId": "106eb9c3edab40bdae7af4f1470cafb6", "repoId": "cyankiwi/MiniCPM-SALA-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "completedAt": "2026-10-25T18:20:30.930867+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524079+00:00", "framework": "vllm_fix_tokenizer", "intentId": "3c83fc2585ab4507aa1bb3d8b21e9482", "repoId": "ukisai/Swift-1.5-4bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "5babbd1a828a4208b23c0f7f5fe41298", "completedAt": "2026-10-25T18:20:30.930863+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.524031+00:00", "framework": "vllm_fix_tokenizer", "intentId": "6d8392db6a634b04898ab9ed95221373", "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": "5babbd1a828a4208b23c0f7f5fe41298", "completedAt": "2026-10-25T18:20:30.930844+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:20:28.523930+00:00", "framework": "vllm-mlu", "intentId": "2445899582874e48a43054477bc524d8", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "5698ff870e9e45b5969adba676f28b49", "completedAt": "2026-10-25T18:18:54.677116+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:18:52.311683+00:00", "framework": "vllm_fix_tokenizer", "intentId": "dbd365b470c64718950ce6efeaf2975c", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
 {"batchId": "5698ff870e9e45b5969adba676f28b49", "completedAt": "2026-10-25T18:18:54.677112+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:18:52.311640+00:00", "framework": "vllm_fix_tokenizer", "intentId": "a2edebcaaaa14b9fa1f0a331641d133e", "repoId": "kakarotter/calix", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
 {"batchId": "5698ff870e9e45b5969adba676f28b49", "completedAt": "2026-10-25T18:18:54.677109+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T18:18:52.311597+00:00", "framework": "vllm_fix_tokenizer", "intentId": "0c6f8e3367d1417ba745096ceaef798e", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
@@ -4148,15 +4148,3 @@
 {"batchId": "aaddda1f070e42c6a49c3d17344382db", "completedAt": "2026-10-25T17:49:17.443044+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:49:15.126015+00:00", "framework": "vllm_fix_tokenizer", "intentId": "979ef08c499f4fa8a1b1f16dbb2b3085", "repoId": "cyankiwi/Hermes-4.3-36B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
 {"batchId": "aaddda1f070e42c6a49c3d17344382db", "completedAt": "2026-10-25T17:49:17.443041+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:49:15.125972+00:00", "framework": "vllm_fix_tokenizer", "intentId": "33e1b013f21044a3b4af3aaa5ab444f4", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
 {"batchId": "aaddda1f070e42c6a49c3d17344382db", "completedAt": "2026-10-25T17:49:17.443038+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:49:15.125929+00:00", "framework": "vllm_fix_tokenizer", "intentId": "bc9e82ac71544594a0ee5867db7197d1", "repoId": "kakarotter/calix", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "aaddda1f070e42c6a49c3d17344382db", "completedAt": "2026-10-25T17:49:17.443034+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:49:15.125884+00:00", "framework": "vllm_fix_tokenizer", "intentId": "83231c0e99394c3788ff71079af854b3", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "aaddda1f070e42c6a49c3d17344382db", "completedAt": "2026-10-25T17:49:17.443031+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:49:15.125840+00:00", "framework": "vllm_fix_tokenizer", "intentId": "13bf32da03c744ca84f19cf53dc2a155", "repoId": "cyankiwi/DASD-4B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "aaddda1f070e42c6a49c3d17344382db", "completedAt": "2026-10-25T17:49:17.443028+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:49:15.125796+00:00", "framework": "vllm_fix_tokenizer", "intentId": "82603a377ab342edae800b1cede71121", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "aaddda1f070e42c6a49c3d17344382db", "completedAt": "2026-10-25T17:49:17.443024+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:49:15.125752+00:00", "framework": "vllm_fix_tokenizer", "intentId": "795182c0fd3d4fef84b981ae0c7b0829", "repoId": "cyankiwi/MiniCPM-SALA-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "aaddda1f070e42c6a49c3d17344382db", "completedAt": "2026-10-25T17:49:17.443020+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:49:15.125708+00:00", "framework": "vllm_fix_tokenizer", "intentId": "915f8d2dd53146d7b4c2d9b317e7a38a", "repoId": "ukisai/Swift-1.5-4bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "aaddda1f070e42c6a49c3d17344382db", "completedAt": "2026-10-25T17:49:17.443016+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:49:15.125658+00:00", "framework": "vllm_fix_tokenizer", "intentId": "00898b87cb204320b2dc38807d83c771", "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": "aaddda1f070e42c6a49c3d17344382db", "completedAt": "2026-10-25T17:49:17.442998+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:49:15.125547+00:00", "framework": "vllm_tokenizer_patch", "intentId": "1b9f007c89f84dc295304abeb8f01e1f", "repoId": "IFM/Jais-3-3.7B-FP8", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a8197fa23d4449f3ae23fe9baa00157d", "completedAt": "2026-10-25T17:47:41.030907+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:47:37.263460+00:00", "framework": "vllm_fix_tokenizer", "intentId": "e4204c156efa430fa09a165294338117", "repoId": "cyankiwi/Qwen3-4B-Thinking-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a8197fa23d4449f3ae23fe9baa00157d", "completedAt": "2026-10-25T17:47:41.030903+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:47:37.263412+00:00", "framework": "vllm_fix_tokenizer", "intentId": "1283896fd79b42fca2ce3333b1c1f3ae", "repoId": "IFM/Jais-3-7B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a8197fa23d4449f3ae23fe9baa00157d", "completedAt": "2026-10-25T17:47:41.030900+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:47:37.263337+00:00", "framework": "vllm_fix_tokenizer", "intentId": "55aa965262d24e21b210f50ab1b70063", "repoId": "cyankiwi/Hermes-4.3-36B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a8197fa23d4449f3ae23fe9baa00157d", "completedAt": "2026-10-25T17:47:41.030896+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:47:37.263263+00:00", "framework": "vllm_fix_tokenizer", "intentId": "347e3c83f54c43af93594fae86a30849", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a8197fa23d4449f3ae23fe9baa00157d", "completedAt": "2026-10-25T17:47:41.030892+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:47:37.263220+00:00", "framework": "vllm_fix_tokenizer", "intentId": "9023a37418614a4c86579ce47104c2a9", "repoId": "kakarotter/calix", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index 7c76185a59..8e18434c40 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 3981,
   "acceptedTotal": 3981,
-  "generatedAt": "2026-10-25T18:18:54.565639+00:00",
+  "generatedAt": "2026-10-25T18:20:30.764245+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 9bddf32eba..fcd44d73c2 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "057df969e2051a87bb6c7a4245b3505ac66b790746ad963a8d6637fe89e861de",
     ".modelhub_state/recent_outcomes.jsonl": "2aaadf840f124a48b66154628ebb14de2eb4bfde12cb304e1aaae01c7dbed8de",
     ".modelhub_state/recovery_active_tasks.jsonl": "bf91a6ae9e9b366956502c1a53bc25f64485d39fb4f934a551233efaf6b1430e",
-    ".modelhub_state/recovery_intents.jsonl": "98b3378954ea229e9b7f05b70fdfff79ea00ad6d482094f46cb594ea5d26e20b",
-    ".modelhub_state/routing_intelligence.json": "94d756515677c1bb9a0345b0d65db84e719c9cc5ade81b4bdf5f0ac8526bee4e",
+    ".modelhub_state/recovery_intents.jsonl": "da14f9018fe04eade64ebaa63ed266b96082c9e2bc38065c692073d1e0f4024f",
+    ".modelhub_state/routing_intelligence.json": "c9f831d3813cbe3af6d34637c36a54699f9b28cdaeda0a2e950e196fffc2bff2",
     ".modelhub_state/submission_exclusions.jsonl": "3db506f4d37bc78a9069d6022969e3718fa3eb1dad129907c99f63d5a7300ba1",
     ".modelhub_state/worker_crashes.jsonl": "0fc6c3913ba6a3ff00019bfaff56ce222acc4b192a4ed26e7f61a0bec8699b05",
     "ledger/submissions.jsonl": "8665dd29f35721ee8f978b3672e6c2bf36f49f5cec8826cbbe288affa2ed8399",
     "outcomes/submissions.jsonl": "98524390bbc8978aa147622f38d27fbba8118d93a98db85bfa7c68bafe005243"
   },
-  "generation": 36881,
-  "phase": "intent",
+  "generation": 36882,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-25T18:20:28.685221+00:00",
+  "updatedAt": "2026-10-25T18:20:31.099104+00:00",
   "writerId": "7ff73e6204284f23bc2b88b7c29d21d9"
 }