diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index b988a0e040..009481d98a 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3884,18 +3884,18 @@
 {"batchId": "5ebabbc87a864538aa2c69a535c3c2f5", "completedAt": "2026-10-25T22:46:51.458650+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:46:49.234054+00:00", "framework": "vllm_fix_tokenizer", "intentId": "3898d890298b4847b59471674dbbad93", "lastModified": "2026-10-21T17:04:56+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-25T22:59:30.646242+00:00", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5791492", "taskType": "text-generation"}
 {"batchId": "3c2b60a64e6540df97130c652f097698", "completedAt": "2026-10-25T22:49:31.527493+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:49:29.292851+00:00", "framework": "vllm_fix_tokenizer", "intentId": "fc1f292a6f634831bdba3f135144bab4", "lastModified": "2026-10-21T16:38:25+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-25T22:59:30.647500+00:00", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5791537", "taskType": "text-generation"}
 {"batchId": "bffdf48556ed446482c287c92df3aa65", "completedAt": "2026-10-25T22:52:00.993897+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:51:58.617948+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d360c72fe420426a914cc694973b2a17", "lastModified": "2026-10-22T14:13:07+00:00", "modelAddress": "https://modelscope.cn/models/InternScience/Sage-A1.5", "reason": null, "reconciledAt": "2026-10-25T22:59:30.646240+00:00", "repoId": "InternScience/Sage-A1.5", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5791562", "taskType": "text-generation"}
-{"batchId": "d9de923743334810969493bb62695f11", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341442+00:00", "framework": "vllm_fix_tokenizer", "intentId": "e2eaee7e13ef4e3187f8d079858ad374", "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": "d9de923743334810969493bb62695f11", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341541+00:00", "framework": "vllm_fix_tokenizer", "intentId": "5dc2b49913d846509c99f80e453d9eda", "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": "d9de923743334810969493bb62695f11", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341588+00:00", "framework": "vllm_fix_tokenizer", "intentId": "8baa9ca1161d447c91b0442b975993cc", "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": "d9de923743334810969493bb62695f11", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341632+00:00", "framework": "vllm_fix_tokenizer", "intentId": "bfdea4c9bbd64661b21c7ed371258816", "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": "d9de923743334810969493bb62695f11", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341675+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d1d4b9e95b784b3a87d3533ffdf9d2c5", "lastModified": "2026-10-21T17:19:00+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Hermes-4.3-36B-AWQ-4bit", "repoId": "cyankiwi/Hermes-4.3-36B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "d9de923743334810969493bb62695f11", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341717+00:00", "framework": "vllm_fix_tokenizer", "intentId": "3e7f4b25726e46d6ac7dd8221749c72a", "lastModified": "2026-10-25T15:32:31+00:00", "modelAddress": "https://modelscope.cn/models/IFM/Jais-3-7B-FP8", "repoId": "IFM/Jais-3-7B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "d9de923743334810969493bb62695f11", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341760+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d89a24c1ab944595850e53b4cf39ed5f", "lastModified": "2026-10-21T17:12:48+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Thinking-2507-AWQ-4bit", "repoId": "cyankiwi/Qwen3-4B-Thinking-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "d9de923743334810969493bb62695f11", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341803+00:00", "framework": "vllm_fix_tokenizer", "intentId": "5a333003247c4dd294b2525ff8bd5837", "lastModified": "2026-10-21T19:08:45+00:00", "modelAddress": "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Instruct-5bit", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-5bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "d9de923743334810969493bb62695f11", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341845+00:00", "framework": "vllm_fix_tokenizer", "intentId": "13c83ebdfe904cbea3307ecfa5af432b", "lastModified": "2026-10-21T19:08:38+00:00", "modelAddress": "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Thinking-4bit", "repoId": "mlx-community/LFM2.5-1.2B-Thinking-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "d9de923743334810969493bb62695f11", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341888+00:00", "framework": "vllm_fix_tokenizer", "intentId": "fc0a0f8cabbb40cd999c077454ed58b0", "lastModified": "2026-10-21T17:04:56+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "d9de923743334810969493bb62695f11", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341930+00:00", "framework": "vllm_fix_tokenizer", "intentId": "ba7127aae5d24d35b3ade5981fa78d5c", "lastModified": "2026-10-21T17:24:35+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
-{"batchId": "d9de923743334810969493bb62695f11", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341972+00:00", "framework": "vllm_fix_tokenizer", "intentId": "b54d3b7d9b0849f49d6c6e8baa1d7129", "lastModified": "2026-10-25T13:57:34+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4", "repoId": "cyankiwi/LFM2.5-8B-A1B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
+{"batchId": "d9de923743334810969493bb62695f11", "completedAt": "2026-10-25T23:01:07.141591+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341972+00:00", "framework": "vllm_fix_tokenizer", "intentId": "b54d3b7d9b0849f49d6c6e8baa1d7129", "repoId": "cyankiwi/LFM2.5-8B-A1B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "d9de923743334810969493bb62695f11", "completedAt": "2026-10-25T23:01:07.141587+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341930+00:00", "framework": "vllm_fix_tokenizer", "intentId": "ba7127aae5d24d35b3ade5981fa78d5c", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "d9de923743334810969493bb62695f11", "completedAt": "2026-10-25T23:01:07.141582+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341888+00:00", "framework": "vllm_fix_tokenizer", "intentId": "fc0a0f8cabbb40cd999c077454ed58b0", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "d9de923743334810969493bb62695f11", "completedAt": "2026-10-25T23:01:07.141578+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341845+00:00", "framework": "vllm_fix_tokenizer", "intentId": "13c83ebdfe904cbea3307ecfa5af432b", "repoId": "mlx-community/LFM2.5-1.2B-Thinking-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "d9de923743334810969493bb62695f11", "completedAt": "2026-10-25T23:01:07.141573+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341803+00:00", "framework": "vllm_fix_tokenizer", "intentId": "5a333003247c4dd294b2525ff8bd5837", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-5bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "d9de923743334810969493bb62695f11", "completedAt": "2026-10-25T23:01:07.141569+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341760+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d89a24c1ab944595850e53b4cf39ed5f", "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": "d9de923743334810969493bb62695f11", "completedAt": "2026-10-25T23:01:07.141565+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341717+00:00", "framework": "vllm_fix_tokenizer", "intentId": "3e7f4b25726e46d6ac7dd8221749c72a", "repoId": "IFM/Jais-3-7B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "d9de923743334810969493bb62695f11", "completedAt": "2026-10-25T23:01:07.141560+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341675+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d1d4b9e95b784b3a87d3533ffdf9d2c5", "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": "d9de923743334810969493bb62695f11", "completedAt": "2026-10-25T23:01:07.141555+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341632+00:00", "framework": "vllm_fix_tokenizer", "intentId": "bfdea4c9bbd64661b21c7ed371258816", "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": "d9de923743334810969493bb62695f11", "completedAt": "2026-10-25T23:01:07.141550+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341588+00:00", "framework": "vllm_fix_tokenizer", "intentId": "8baa9ca1161d447c91b0442b975993cc", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "d9de923743334810969493bb62695f11", "completedAt": "2026-10-25T23:01:07.141543+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341541+00:00", "framework": "vllm_fix_tokenizer", "intentId": "5dc2b49913d846509c99f80e453d9eda", "repoId": "ukisai/Swift-1.5-4bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
+{"batchId": "d9de923743334810969493bb62695f11", "completedAt": "2026-10-25T23:01:07.141515+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:01:03.341442+00:00", "framework": "vllm_fix_tokenizer", "intentId": "e2eaee7e13ef4e3187f8d079858ad374", "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": "43e0f79a6aef409ba8203317e7eaf95c", "completedAt": "2026-10-25T22:59:28.565001+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:59:25.976444+00:00", "framework": "vllm_fix_tokenizer", "intentId": "bbe59f956c8e4b6c8963215240afb1c4", "repoId": "cyankiwi/LFM2.5-8B-A1B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
 {"batchId": "43e0f79a6aef409ba8203317e7eaf95c", "completedAt": "2026-10-25T22:59:28.564998+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:59:25.976402+00:00", "framework": "vllm_fix_tokenizer", "intentId": "0890c5b08f004984b7c434e81af56e09", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
 {"batchId": "43e0f79a6aef409ba8203317e7eaf95c", "completedAt": "2026-10-25T22:59:28.564994+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:59:25.976359+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d5af44c44b2a4bff98b841a397dcae6b", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
@@ -4184,15 +4184,3 @@
 {"batchId": "a5502dbb5c944f54a764e2dd0dfa52f6", "completedAt": "2026-10-25T22:22:36.838161+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:22:34.443216+00:00", "framework": "vllm-mlu", "intentId": "b6faaed29e1d4f32b459f9f5c2cd62ce", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x8", "taskId": null, "taskType": "text-generation"}
 {"batchId": "a5502dbb5c944f54a764e2dd0dfa52f6", "completedAt": "2026-10-25T22:22:36.838159+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:22:34.443139+00:00", "framework": "vllm-mlu", "intentId": "32048b7d4ba24644b29e88f12ae137d3", "repoId": "IFM/Jais-3-7B-FP8", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x8", "taskId": null, "taskType": "text-generation"}
 {"batchId": "a5502dbb5c944f54a764e2dd0dfa52f6", "completedAt": "2026-10-25T22:22:36.838157+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:22:34.443077+00:00", "framework": "vllm-mlu", "intentId": "34b785f8da8a4384aa154d9057ba07bc", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x8", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a5502dbb5c944f54a764e2dd0dfa52f6", "completedAt": "2026-10-25T22:22:36.838155+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:22:34.443014+00:00", "framework": "vllm-mlu", "intentId": "f74056a40efe4de3aeb8de20c4fba477", "repoId": "kakarotter/calix", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x8", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a5502dbb5c944f54a764e2dd0dfa52f6", "completedAt": "2026-10-25T22:22:36.838152+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:22:34.442952+00:00", "framework": "vllm-mlu", "intentId": "30182cd46ac242e79bf3747e0796f3a9", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x8", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a5502dbb5c944f54a764e2dd0dfa52f6", "completedAt": "2026-10-25T22:22:36.838149+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:22:34.442889+00:00", "framework": "vllm-mlu", "intentId": "11e454624ca8475abb75ab517b030497", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x8", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a5502dbb5c944f54a764e2dd0dfa52f6", "completedAt": "2026-10-25T22:22:36.838147+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:22:34.442825+00:00", "framework": "vllm-mlu", "intentId": "d2a3ea85b5f145d8853c8e42e99a9395", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x8", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a5502dbb5c944f54a764e2dd0dfa52f6", "completedAt": "2026-10-25T22:22:36.838145+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:22:34.442756+00:00", "framework": "vllm-mlu", "intentId": "6a0b86449f72446f8c084b6a3a4f0320", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x8", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a5502dbb5c944f54a764e2dd0dfa52f6", "completedAt": "2026-10-25T22:22:36.838142+00:00", "configFingerprint": "c3417d4cf0cace42b885302a840d839669bae56dd15e08981307f82a5dcd39d7", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:22:34.442703+00:00", "framework": "llamacpp", "intentId": "8f3cb4a23d754c39b0fae829dfbc4b49", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a5502dbb5c944f54a764e2dd0dfa52f6", "completedAt": "2026-10-25T22:22:36.838138+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:22:34.442656+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b08a18cedf284437a95adec72aa3f58d", "repoId": "cyankiwi/DASD-4B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "a5502dbb5c944f54a764e2dd0dfa52f6", "completedAt": "2026-10-25T22:22:36.838120+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:22:34.442554+00:00", "framework": "vllm_tokenizer_patch", "intentId": "00a99f246f454d97afef9883c08c6691", "repoId": "hf/BennyDaBall-Mistral-44B-MoE-Patched-MLX-4bit-G64", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "cca0218d5c174f62b35e73577a248f63", "completedAt": "2026-10-25T22:20:59.928917+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:20:57.486302+00:00", "framework": "vllm-mlu", "intentId": "0f912db55d884c1ca8cf2cb9e44ba6f3", "repoId": "IFM/Jais-3-3.7B-FP8", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x8", "taskId": null, "taskType": "text-generation"}
-{"batchId": "cca0218d5c174f62b35e73577a248f63", "completedAt": "2026-10-25T22:20:59.928914+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:20:57.486238+00:00", "framework": "vllm-mlu", "intentId": "8d9ebf77e388431799addba97eea4b56", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x8", "taskId": null, "taskType": "text-generation"}
-{"batchId": "cca0218d5c174f62b35e73577a248f63", "completedAt": "2026-10-25T22:20:59.928911+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:20:57.486168+00:00", "framework": "vllm-mlu", "intentId": "58ab5dcc9c7e4fc496f07a5317c957d3", "repoId": "IFM/Jais-3-7B-FP8", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x8", "taskId": null, "taskType": "text-generation"}
-{"batchId": "cca0218d5c174f62b35e73577a248f63", "completedAt": "2026-10-25T22:20:59.928909+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:20:57.486104+00:00", "framework": "vllm-mlu", "intentId": "f403adc9beaa4710aec760fbe6a67ba7", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x8", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index 265e726c0c..92ebd95b79 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 4017,
   "acceptedTotal": 4017,
-  "generatedAt": "2026-10-25T22:59:28.464514+00:00",
+  "generatedAt": "2026-10-25T23:01:07.060304+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 13b0efbc43..ac65d0e5b7 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "e28c26157427a928ee747fd89a457485ab99701e42241159c4874e2f1c2f0aa7",
     ".modelhub_state/recent_outcomes.jsonl": "02b2d4db248c32e5d1c9b496faf7c6d82bf9100f0350d1dfb1cd2c1461078c10",
     ".modelhub_state/recovery_active_tasks.jsonl": "cb9d8cce6e474bcce9287098640a2c107c00536586515f30ad132818bfd13ce7",
-    ".modelhub_state/recovery_intents.jsonl": "692fde94c161994ddf6d759a0b41a9b53fa9acc0b7f0c302229eb0ccb4c22d9b",
-    ".modelhub_state/routing_intelligence.json": "923bbd6da1da2381ee1c8c2a595d45c5265ac9518678dc56500c7fa7441a2d77",
+    ".modelhub_state/recovery_intents.jsonl": "5185ac462074e2f9fea34c01f2a5a9a6b13f7473bf39207c24b104db2343efd6",
+    ".modelhub_state/routing_intelligence.json": "fec0fe376c980b9d42992fecd396540796486e19ff1c6370b814944a160c8f1c",
     ".modelhub_state/submission_exclusions.jsonl": "3db506f4d37bc78a9069d6022969e3718fa3eb1dad129907c99f63d5a7300ba1",
     ".modelhub_state/worker_crashes.jsonl": "0fc6c3913ba6a3ff00019bfaff56ce222acc4b192a4ed26e7f61a0bec8699b05",
     "ledger/submissions.jsonl": "184577b74d3dce0f7a59fcb9a55596e570f2d613678bf8a6997a0c4d73a69228",
     "outcomes/submissions.jsonl": "e90ee4c98f3980e92517c4af95950d49822a92a0c8d5f3d367b48ce7b739dcfe"
   },
-  "generation": 37307,
-  "phase": "intent",
+  "generation": 37308,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-25T23:01:03.504949+00:00",
+  "updatedAt": "2026-10-25T23:01:07.382687+00:00",
   "writerId": "7ff73e6204284f23bc2b88b7c29d21d9"
 }