diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 8750d5d2d2..fa6903d4f5 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3688,18 +3688,18 @@
 {"batchId": "0116257f45bd45e388af267976422dfd", "completedAt": "2026-10-21T18:39:00.802548+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:38:58.458031+00:00", "framework": "vllm_tokenizer_patch", "intentId": "64b812e6186744669373493debbfae64", "lastModified": "2026-10-21T17:24:35+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-21T19:00:05.094692+00:00", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5699606", "taskType": "text-generation"}
 {"batchId": "29dfd316024d45d0bc40a8a15d571490", "completedAt": "2026-10-21T18:39:53.122734+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:39:50.606215+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ff53c7e135344f939b2cef574a485ddc", "lastModified": "2026-10-21T15:40:57+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-21T19:00:05.094687+00:00", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5699620", "taskType": "text-generation"}
 {"batchId": "9c505c9d159f4f8495bc5e31e8bb24b0", "completedAt": "2026-10-21T18:42:34.650485+00:00", "configFingerprint": "a1180a720dd471c32059d347c8965c5b18df1ca663ca61c609333bb476be5117", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:42:32.111209+00:00", "framework": "llamacpp", "intentId": "f325a603297d4a3e9b0ed6bc55a7280c", "lastModified": "2026-10-21T18:16:46+00:00", "modelAddress": "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF", "reason": null, "reconciledAt": "2026-10-21T19:00:05.097117+00:00", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "hygon_k100-ai", "taskId": "5699676", "taskType": "text-generation"}
-{"batchId": "4892d653ccac4005bde1acc228928d62", "configFingerprint": "705b8b3614c86a1ac722c97f43e177e84ca20282e9799fffb1b890510d641728", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154042+00:00", "framework": "llamacpp", "intentId": "a4fdfbc885b047d7a7b0e33a6bd9c36d", "lastModified": "2026-10-21T18:16:46+00:00", "modelAddress": "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "4892d653ccac4005bde1acc228928d62", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154265+00:00", "framework": "vllm_tokenizer_patch", "intentId": "36322863a9994e928aef9ee032515257", "lastModified": "2026-10-21T16:33:24+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "4892d653ccac4005bde1acc228928d62", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154365+00:00", "framework": "vllm_tokenizer_patch", "intentId": "3311f209be2b4e97948947815003af33", "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}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "4892d653ccac4005bde1acc228928d62", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154457+00:00", "framework": "vllm_tokenizer_patch", "intentId": "39e1119cc6fb485c802893efc47f921e", "lastModified": "2026-10-21T16:21:36+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-8bit", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "4892d653ccac4005bde1acc228928d62", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154547+00:00", "framework": "vllm_tokenizer_patch", "intentId": "63c9efaf6d464a648944cbc3c71b166c", "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}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "4892d653ccac4005bde1acc228928d62", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154636+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b71480f90bd441f9b4534d3baa4f0c4c", "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}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "4892d653ccac4005bde1acc228928d62", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154725+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d61f5b6e3cce4c23a0cfe76008e47487", "lastModified": "2026-10-21T15:53:43+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "4892d653ccac4005bde1acc228928d62", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154813+00:00", "framework": "vllm_tokenizer_patch", "intentId": "52c8350d6e5a4241a1d932bd700c73b1", "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}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "4892d653ccac4005bde1acc228928d62", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154901+00:00", "framework": "vllm_tokenizer_patch", "intentId": "93edf65004c44f2a9e7ba82426b85e8e", "lastModified": "2026-10-21T16:49:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "4892d653ccac4005bde1acc228928d62", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154989+00:00", "framework": "vllm_tokenizer_patch", "intentId": "67a78a892c8944a1980e040faa5469f9", "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}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "4892d653ccac4005bde1acc228928d62", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.155078+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e6ed7f22402e498398e652b3a4bab744", "lastModified": "2026-10-21T17:00:21+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/LFM2-8B-A1B-AWQ-4bit", "repoId": "cyankiwi/LFM2-8B-A1B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "4892d653ccac4005bde1acc228928d62", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.155165+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e1b503a2adc14e6b87a6aba6239c5082", "lastModified": "2026-10-21T16:58:14+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "4892d653ccac4005bde1acc228928d62", "completedAt": "2026-10-21T19:01:40.785954+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.155165+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e1b503a2adc14e6b87a6aba6239c5082", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "4892d653ccac4005bde1acc228928d62", "completedAt": "2026-10-21T19:01:40.785952+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.155078+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e6ed7f22402e498398e652b3a4bab744", "repoId": "cyankiwi/LFM2-8B-A1B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "4892d653ccac4005bde1acc228928d62", "completedAt": "2026-10-21T19:01:40.785949+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154989+00:00", "framework": "vllm_tokenizer_patch", "intentId": "67a78a892c8944a1980e040faa5469f9", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "4892d653ccac4005bde1acc228928d62", "completedAt": "2026-10-21T19:01:40.785946+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154901+00:00", "framework": "vllm_tokenizer_patch", "intentId": "93edf65004c44f2a9e7ba82426b85e8e", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "4892d653ccac4005bde1acc228928d62", "completedAt": "2026-10-21T19:01:40.785944+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154813+00:00", "framework": "vllm_tokenizer_patch", "intentId": "52c8350d6e5a4241a1d932bd700c73b1", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "4892d653ccac4005bde1acc228928d62", "completedAt": "2026-10-21T19:01:40.785941+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154725+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d61f5b6e3cce4c23a0cfe76008e47487", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "4892d653ccac4005bde1acc228928d62", "completedAt": "2026-10-21T19:01:40.785938+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154636+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b71480f90bd441f9b4534d3baa4f0c4c", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "4892d653ccac4005bde1acc228928d62", "completedAt": "2026-10-21T19:01:40.785935+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154547+00:00", "framework": "vllm_tokenizer_patch", "intentId": "63c9efaf6d464a648944cbc3c71b166c", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "4892d653ccac4005bde1acc228928d62", "completedAt": "2026-10-21T19:01:40.785932+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154457+00:00", "framework": "vllm_tokenizer_patch", "intentId": "39e1119cc6fb485c802893efc47f921e", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "4892d653ccac4005bde1acc228928d62", "completedAt": "2026-10-21T19:01:40.785929+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154365+00:00", "framework": "vllm_tokenizer_patch", "intentId": "3311f209be2b4e97948947815003af33", "repoId": "cyankiwi/MiniCPM-SALA-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "4892d653ccac4005bde1acc228928d62", "completedAt": "2026-10-21T19:01:40.785925+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154265+00:00", "framework": "vllm_tokenizer_patch", "intentId": "36322863a9994e928aef9ee032515257", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "4892d653ccac4005bde1acc228928d62", "completedAt": "2026-10-21T19:01:40.785907+00:00", "configFingerprint": "705b8b3614c86a1ac722c97f43e177e84ca20282e9799fffb1b890510d641728", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:01:38.154042+00:00", "framework": "llamacpp", "intentId": "a4fdfbc885b047d7a7b0e33a6bd9c36d", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "fe12c381448c491c96032f56b69aad0b", "completedAt": "2026-10-21T19:00:00.734429+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:59:58.097575+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b05e8da6e4cc438dbfe4650125f6f9b5", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "fe12c381448c491c96032f56b69aad0b", "completedAt": "2026-10-21T19:00:00.734426+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:59:58.097527+00:00", "framework": "vllm_tokenizer_patch", "intentId": "bc07e3aa20d243129a7397792613f155", "repoId": "cyankiwi/LFM2-8B-A1B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "fe12c381448c491c96032f56b69aad0b", "completedAt": "2026-10-21T19:00:00.734424+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:59:58.097477+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4927c02208cb4018a0775f2714c61e32", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
@@ -3988,15 +3988,3 @@
 {"batchId": "190beea5266a4c87b180acdecb33066d", "completedAt": "2026-10-21T18:35:21.650039+00:00", "configFingerprint": "0810a8dbec6a5bb8330373d71363e8e47f5ab88e5ca0b04cee0d7bb4fc33e81f", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:35:05.458087+00:00", "framework": "llamacpp", "intentId": "1636aedd648041639a7658a78409dde8", "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": "190beea5266a4c87b180acdecb33066d", "completedAt": "2026-10-21T18:35:21.650034+00:00", "configFingerprint": "57aceff29ff69c4fb34602873529ff182196395d82e08b39e53f9350ca14eca7", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:35:05.457946+00:00", "framework": "llamacpp", "intentId": "b6fcbfe5aa284ca382ef18ed117d93af", "repoId": "XHToken/Spark-X2.6-4B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "190beea5266a4c87b180acdecb33066d", "completedAt": "2026-10-21T18:35:21.650015+00:00", "configFingerprint": "a1180a720dd471c32059d347c8965c5b18df1ca663ca61c609333bb476be5117", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:35:05.457778+00:00", "framework": "llamacpp", "intentId": "4dbf4918ada24b13a3587cf13cecb4df", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}
-{"batchId": "32fa1cd6571e4595a34fb58254176b44", "completedAt": "2026-10-21T18:31:48.173869+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:31:45.651287+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0e0ad8a82e38495f8bed6821f2b69d7e", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "32fa1cd6571e4595a34fb58254176b44", "completedAt": "2026-10-21T18:31:48.173867+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:31:45.651237+00:00", "framework": "vllm_tokenizer_patch", "intentId": "44a46b5f743043d9939320d6329e848e", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "32fa1cd6571e4595a34fb58254176b44", "completedAt": "2026-10-21T18:31:48.173864+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:31:45.651172+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a3f4bf71fe9f4fdbb5023338095f725e", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "32fa1cd6571e4595a34fb58254176b44", "completedAt": "2026-10-21T18:31:48.173861+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:31:45.651123+00:00", "framework": "vllm_tokenizer_patch", "intentId": "042cc9ba1d9f4105811f4a3519f623b0", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "32fa1cd6571e4595a34fb58254176b44", "completedAt": "2026-10-21T18:31:48.173859+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:31:45.651073+00:00", "framework": "vllm_tokenizer_patch", "intentId": "85670b9e1b834779b0e5691d34546854", "repoId": "hf/BennyDaBall-Mistral-44B-MoE-Patched-MLX-4bit-G64", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "32fa1cd6571e4595a34fb58254176b44", "completedAt": "2026-10-21T18:31:48.173856+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:31:45.651024+00:00", "framework": "vllm_tokenizer_patch", "intentId": "84f567d119dc4a679b6937035f2d2574", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "32fa1cd6571e4595a34fb58254176b44", "completedAt": "2026-10-21T18:31:48.173853+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:31:45.650974+00:00", "framework": "vllm_tokenizer_patch", "intentId": "52295313204c4588ad7a705a551ac12c", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "32fa1cd6571e4595a34fb58254176b44", "completedAt": "2026-10-21T18:31:48.173850+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:31:45.650924+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ae20943bdbc44566b08d130a6f65413e", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "32fa1cd6571e4595a34fb58254176b44", "completedAt": "2026-10-21T18:31:48.173848+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:31:45.650874+00:00", "framework": "vllm_tokenizer_patch", "intentId": "18ba0c5d44ac4605861a3a2e8d07e980", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "32fa1cd6571e4595a34fb58254176b44", "completedAt": "2026-10-21T18:31:48.173844+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:31:45.650823+00:00", "framework": "vllm_tokenizer_patch", "intentId": "6b08acdfca014fb98527db50f1713c89", "repoId": "cyankiwi/MiniCPM-SALA-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "32fa1cd6571e4595a34fb58254176b44", "completedAt": "2026-10-21T18:31:48.173840+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:31:45.650766+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a50b69adc9194dc29b2b98734cf5f918", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "32fa1cd6571e4595a34fb58254176b44", "completedAt": "2026-10-21T18:31:48.173821+00:00", "configFingerprint": "a1180a720dd471c32059d347c8965c5b18df1ca663ca61c609333bb476be5117", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:31:45.650650+00:00", "framework": "llamacpp", "intentId": "758378af3e9a4b52aac6862d656cf6ba", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index d1710d0a1a..c63ef7575c 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 3826,
   "acceptedTotal": 3826,
-  "generatedAt": "2026-10-21T19:00:00.666516+00:00",
+  "generatedAt": "2026-10-21T19:01:40.704865+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index ba89031865..96441f99dd 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "6014ca537a031f863e28f6a37687bc0df439717af8ce5ec8103c6bcd770de63f",
     ".modelhub_state/recent_outcomes.jsonl": "24ec76395955db5316ea193aa6a33685ef4c7bcace5288c8643bcccd81ff5285",
     ".modelhub_state/recovery_active_tasks.jsonl": "0220ee1c86d5726cfe343be632957502d0c376dd3dacaa281288c0cac386f0f0",
-    ".modelhub_state/recovery_intents.jsonl": "956ec6f4bcc9af06b5fcdf693696741975fbc4a4c784e1f57d3f2092343d9de0",
-    ".modelhub_state/routing_intelligence.json": "ebb09fe65fbd1359ef338b8604c1f4f8cb78e64d7bbd8c9fd62a2c1ea05d2f1e",
+    ".modelhub_state/recovery_intents.jsonl": "5132cd49576f67fc5e6b26d004ac0c42dbd3af0efdf58cccec8973310261c444",
+    ".modelhub_state/routing_intelligence.json": "87ef722fc565a5769c70011cec9798cd7f9680f0c67b8a1ae77b931b1e2cfa87",
     ".modelhub_state/submission_exclusions.jsonl": "c6fb07b373f0ca409be2461cdd99c262494d24065e4147b167622573bcc52c8c",
     ".modelhub_state/worker_crashes.jsonl": "d46c42c2991f2fda703c2ba17f2b6a21afa8e1453bf67666f1bc0ff3bb99e2e9",
     "ledger/submissions.jsonl": "49a58232c3439f0cd419e52f0d919bab75b0e507eeb8a3a6cf8c22f6e97f35fd",
     "outcomes/submissions.jsonl": "06bac3d95b1a6443dd227a13f5806ba357dfbaaecfcbaf262cacda30401a89bc"
   },
-  "generation": 27567,
-  "phase": "intent",
+  "generation": 27568,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-21T19:01:38.326709+00:00",
+  "updatedAt": "2026-10-21T19:01:41.018304+00:00",
   "writerId": "f9d6ac09a4c14ca19fc241d193853c55"
 }