diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index f7352c6f4c..5c5ede31f7 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3629,18 +3629,18 @@
 {"batchId": "4f111eebb42f4d41a30644b1f83a8e8f", "completedAt": "2026-10-16T00:38:37.615391+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T00:19:35.667368+00:00", "framework": "vllm_tokenizer_patch", "intentId": "92784d4097d24f36b44d2f0a828bab88", "lastModified": "2026-10-15T14:13:15+00:00", "modelAddress": "https://modelscope.cn/models/castorini/gaggle-nanochat-pretrained-climbmix-20260924", "reason": null, "reconciledAt": "2026-10-16T23:10:25.014986+00:00", "repoId": "castorini/gaggle-nanochat-pretrained-climbmix-20260924", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5572093", "taskType": "text-generation"}
 {"batchId": "29836839f014447d89961a66093bc606", "completedAt": "2026-10-16T04:48:00.737557+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-16T04:28:15.287005+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5cb8a52aa10a45dca34a87430fff749a", "lastModified": "2026-10-15T11:41:45+00:00", "modelAddress": "https://modelscope.cn/models/DavidAU/LFM2-12B-A1B-GLM-4.7-Thinking-Quantum-IQ1C-P-TR1-S2", "reason": null, "reconciledAt": "2026-10-16T23:10:25.017704+00:00", "repoId": "DavidAU/LFM2-12B-A1B-GLM-4.7-Thinking-Quantum-IQ1C-P-TR1-S2", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5575924", "taskType": "text-generation"}
 {"batchId": "445a2afa31454d11b68369cf1cc2bf9e", "completedAt": "2026-10-16T09:41:24.300401+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-16T09:40:06.030860+00:00", "framework": "vllm_tokenizer_patch", "intentId": "8b73252a5b7f4ed998191aa73349c901", "lastModified": "2026-10-16T09:34:32+00:00", "modelAddress": "https://modelscope.cn/models/rockmatrix/EdgeRock", "reason": null, "reconciledAt": "2026-10-16T23:10:25.015296+00:00", "repoId": "rockmatrix/EdgeRock", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5581698", "taskType": "text-generation"}
-{"batchId": "24a5ea599da3402ca552709ec782f04d", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232418+00:00", "framework": "vllm_tokenizer_patch", "intentId": "47b991e3bf204c4fbcd18b07aa299257", "lastModified": "2026-10-15T14:37:21+00:00", "modelAddress": "https://modelscope.cn/models/IFM/K2-Horizon-32B-FP8", "repoId": "IFM/K2-Horizon-32B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
-{"batchId": "24a5ea599da3402ca552709ec782f04d", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232528+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4d83fcff3fee43ec81171d3b500fc8b0", "lastModified": "2026-10-16T15:53:25+00:00", "modelAddress": "https://modelscope.cn/models/IFM/Jais-3-MoVA-36B-A4B-FP8", "repoId": "IFM/Jais-3-MoVA-36B-A4B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
-{"batchId": "24a5ea599da3402ca552709ec782f04d", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232576+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a870888361af44c39bcc9f538c676a91", "lastModified": "2026-10-16T16:00:26+00:00", "modelAddress": "https://modelscope.cn/models/IFM/Jais-3-32B-FP8", "repoId": "IFM/Jais-3-32B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
-{"batchId": "24a5ea599da3402ca552709ec782f04d", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232620+00:00", "framework": "vllm_tokenizer_patch", "intentId": "fc2e1d876d2d4f939d50ace18ae7b9a0", "lastModified": "2026-10-15T18:35:13+00:00", "modelAddress": "https://modelscope.cn/models/rapid-mlx/NVIDIA-Nemotron-3.5-Bolt-74B-A9B-MLX-3bit", "repoId": "rapid-mlx/NVIDIA-Nemotron-3.5-Bolt-74B-A9B-MLX-3bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
-{"batchId": "24a5ea599da3402ca552709ec782f04d", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232663+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d32e311baf1c4d9f8017e5ba07cec4dc", "lastModified": "2026-10-16T05:43:29+00:00", "modelAddress": "https://modelscope.cn/models/rapid-mlx/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-MLX-3bit", "repoId": "rapid-mlx/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-MLX-3bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
-{"batchId": "24a5ea599da3402ca552709ec782f04d", "configFingerprint": "1feca051d54bd5fe5f2c2478646d6db59f6f200ee2e0327978b06c26f1d8ed2a", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232707+00:00", "framework": "llamacpp", "intentId": "04ba29b6084645f28517c024aa1b08c5", "lastModified": "2026-10-15T23:18:06+00:00", "modelAddress": "https://modelscope.cn/models/prithivMLmods/microsoft-UserRepGen-4B-GGUF", "repoId": "prithivMLmods/microsoft-UserRepGen-4B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
-{"batchId": "24a5ea599da3402ca552709ec782f04d", "configFingerprint": "e9c4f4f15802a39a57c6e07956c53755f75fc438be43d1164a8a2eda32456b1e", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232765+00:00", "framework": "llamacpp", "intentId": "eba7015fa35d4411a788905b4574541b", "lastModified": "2026-10-15T13:20:15+00:00", "modelAddress": "https://modelscope.cn/models/DavidAU/LFM2.5-2.6B-Qwen3.8-Turbo-Brilliance-Power-X12-NEO-MAX-GGUF", "repoId": "DavidAU/LFM2.5-2.6B-Qwen3.8-Turbo-Brilliance-Power-X12-NEO-MAX-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
-{"batchId": "24a5ea599da3402ca552709ec782f04d", "configFingerprint": "0b3aba8e880b5f6fa7b9aa817b9c4c2fbbfb0030e00a71272a9bebf44f0f76b5", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232824+00:00", "framework": "llamacpp", "intentId": "cbdc4c5d580a46698a78157d81bd310d", "lastModified": "2026-10-16T15:51:15+00:00", "modelAddress": "https://modelscope.cn/models/OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "repoId": "OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
-{"batchId": "24a5ea599da3402ca552709ec782f04d", "configFingerprint": "02e187e3671a31235c75c7c9ad7c52e86e0476bdc3118ddf379ddb46a07261d1", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232881+00:00", "framework": "llamacpp", "intentId": "33a007de01b744edaaa09ee746ed0368", "lastModified": "2026-10-16T15:51:32+00:00", "modelAddress": "https://modelscope.cn/models/OpenBMB/MiniCPM-V-4.7-35B-A3B-DSpark-gguf", "repoId": "OpenBMB/MiniCPM-V-4.7-35B-A3B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
-{"batchId": "24a5ea599da3402ca552709ec782f04d", "configFingerprint": "61898f295f143f06988745beef05f856402c5162f007122829060f3694145199", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232938+00:00", "framework": "llamacpp", "intentId": "019beee153bf4002a5d446725ecdc12f", "lastModified": "2026-10-15T14:56:28+00:00", "modelAddress": "https://modelscope.cn/models/DavidAU/Qwen3-4B-Hivemind-Instruct-NEO-MAX-Imatrix-GGUF", "repoId": "DavidAU/Qwen3-4B-Hivemind-Instruct-NEO-MAX-Imatrix-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "24a5ea599da3402ca552709ec782f04d", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232994+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a86f89681e2f4d7b93b8cd4758099a05", "lastModified": "2026-10-16T18:57:58+00:00", "modelAddress": "https://modelscope.cn/models/GestaltLabs/LFM2.5-24B-A2B-NVFP4-W4A16", "repoId": "GestaltLabs/LFM2.5-24B-A2B-NVFP4-W4A16", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
-{"batchId": "24a5ea599da3402ca552709ec782f04d", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.233047+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d4640291d62b452d83d5764fc9696625", "lastModified": "2026-10-16T14:16:44+00:00", "modelAddress": "https://modelscope.cn/models/castorini/gaggle-nanochat-pretrained-climbmix-20260924", "repoId": "castorini/gaggle-nanochat-pretrained-climbmix-20260924", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "24a5ea599da3402ca552709ec782f04d", "completedAt": "2026-10-16T23:36:46.144847+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.233047+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d4640291d62b452d83d5764fc9696625", "repoId": "castorini/gaggle-nanochat-pretrained-climbmix-20260924", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "24a5ea599da3402ca552709ec782f04d", "completedAt": "2026-10-16T23:36:46.144844+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232994+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a86f89681e2f4d7b93b8cd4758099a05", "repoId": "GestaltLabs/LFM2.5-24B-A2B-NVFP4-W4A16", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "24a5ea599da3402ca552709ec782f04d", "completedAt": "2026-10-16T23:36:46.144841+00:00", "configFingerprint": "61898f295f143f06988745beef05f856402c5162f007122829060f3694145199", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232938+00:00", "framework": "llamacpp", "intentId": "019beee153bf4002a5d446725ecdc12f", "repoId": "DavidAU/Qwen3-4B-Hivemind-Instruct-NEO-MAX-Imatrix-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "24a5ea599da3402ca552709ec782f04d", "completedAt": "2026-10-16T23:36:46.144838+00:00", "configFingerprint": "02e187e3671a31235c75c7c9ad7c52e86e0476bdc3118ddf379ddb46a07261d1", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232881+00:00", "framework": "llamacpp", "intentId": "33a007de01b744edaaa09ee746ed0368", "repoId": "OpenBMB/MiniCPM-V-4.7-35B-A3B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "24a5ea599da3402ca552709ec782f04d", "completedAt": "2026-10-16T23:36:46.144835+00:00", "configFingerprint": "0b3aba8e880b5f6fa7b9aa817b9c4c2fbbfb0030e00a71272a9bebf44f0f76b5", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232824+00:00", "framework": "llamacpp", "intentId": "cbdc4c5d580a46698a78157d81bd310d", "repoId": "OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "24a5ea599da3402ca552709ec782f04d", "completedAt": "2026-10-16T23:36:46.144833+00:00", "configFingerprint": "e9c4f4f15802a39a57c6e07956c53755f75fc438be43d1164a8a2eda32456b1e", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232765+00:00", "framework": "llamacpp", "intentId": "eba7015fa35d4411a788905b4574541b", "repoId": "DavidAU/LFM2.5-2.6B-Qwen3.8-Turbo-Brilliance-Power-X12-NEO-MAX-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "24a5ea599da3402ca552709ec782f04d", "completedAt": "2026-10-16T23:36:46.144830+00:00", "configFingerprint": "1feca051d54bd5fe5f2c2478646d6db59f6f200ee2e0327978b06c26f1d8ed2a", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232707+00:00", "framework": "llamacpp", "intentId": "04ba29b6084645f28517c024aa1b08c5", "repoId": "prithivMLmods/microsoft-UserRepGen-4B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "24a5ea599da3402ca552709ec782f04d", "completedAt": "2026-10-16T23:36:46.144826+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232663+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d32e311baf1c4d9f8017e5ba07cec4dc", "repoId": "rapid-mlx/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-MLX-3bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
+{"batchId": "24a5ea599da3402ca552709ec782f04d", "completedAt": "2026-10-16T23:36:46.144824+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232620+00:00", "framework": "vllm_tokenizer_patch", "intentId": "fc2e1d876d2d4f939d50ace18ae7b9a0", "repoId": "rapid-mlx/NVIDIA-Nemotron-3.5-Bolt-74B-A9B-MLX-3bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
+{"batchId": "24a5ea599da3402ca552709ec782f04d", "completedAt": "2026-10-16T23:36:46.144820+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232576+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a870888361af44c39bcc9f538c676a91", "repoId": "IFM/Jais-3-32B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
+{"batchId": "24a5ea599da3402ca552709ec782f04d", "completedAt": "2026-10-16T23:36:46.144816+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232528+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4d83fcff3fee43ec81171d3b500fc8b0", "repoId": "IFM/Jais-3-MoVA-36B-A4B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
+{"batchId": "24a5ea599da3402ca552709ec782f04d", "completedAt": "2026-10-16T23:36:46.144801+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T23:19:10.232418+00:00", "framework": "vllm_tokenizer_patch", "intentId": "47b991e3bf204c4fbcd18b07aa299257", "repoId": "IFM/K2-Horizon-32B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"batchId": "9fc3a3b691824aae85462b5362808fab", "completedAt": "2026-10-16T23:10:19.137930+00:00", "configFingerprint": "02e187e3671a31235c75c7c9ad7c52e86e0476bdc3118ddf379ddb46a07261d1", "configSource": "modelhub_live", "createdAt": "2026-10-16T22:54:14.679829+00:00", "framework": "llamacpp", "intentId": "40c1bfc8739b478f9b1b614daf926c34", "repoId": "OpenBMB/MiniCPM-V-4.7-35B-A3B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "9fc3a3b691824aae85462b5362808fab", "completedAt": "2026-10-16T23:10:19.137927+00:00", "configFingerprint": "0b3aba8e880b5f6fa7b9aa817b9c4c2fbbfb0030e00a71272a9bebf44f0f76b5", "configSource": "modelhub_live", "createdAt": "2026-10-16T22:54:14.679771+00:00", "framework": "llamacpp", "intentId": "00e72393b2134275bb8056d0270d448d", "repoId": "OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "9fc3a3b691824aae85462b5362808fab", "completedAt": "2026-10-16T23:10:19.137924+00:00", "configFingerprint": "e9c4f4f15802a39a57c6e07956c53755f75fc438be43d1164a8a2eda32456b1e", "configSource": "modelhub_live", "createdAt": "2026-10-16T22:54:14.679711+00:00", "framework": "llamacpp", "intentId": "1e1fad56cdcd48cc961ede7bd943aabb", "repoId": "DavidAU/LFM2.5-2.6B-Qwen3.8-Turbo-Brilliance-Power-X12-NEO-MAX-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
@@ -3929,15 +3929,3 @@
 {"batchId": "a3b70d6750614f0cacbfcbfe477dfb50", "completedAt": "2026-10-16T13:12:55.649023+00:00", "configFingerprint": "f15ba589f8fc347b06d694c47e50f0ec39eb094f4731fb654c6ecbc9c8faac9b", "configSource": "modelhub_live", "createdAt": "2026-10-16T12:52:01.052007+00:00", "framework": "llamacpp", "intentId": "cd55d5f6755945f9aadb363a67d7c340", "repoId": "prithivMLmods/microsoft-UserRepGen-4B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}
 {"batchId": "a3b70d6750614f0cacbfcbfe477dfb50", "completedAt": "2026-10-16T13:12:55.649019+00:00", "configFingerprint": "228b6bc2745650abd95687d8da71c138b5e7b7e9cbd7ff60115887f5ff13ac2c", "configSource": "modelhub_live", "createdAt": "2026-10-16T12:52:01.051939+00:00", "framework": "llamacpp", "intentId": "2f874526c96a45b7b518586df1101a36", "repoId": "DavidAU/DeepSeek-BlackRoot-R1-Distill-Llama-3.1-8B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}
 {"batchId": "a3b70d6750614f0cacbfcbfe477dfb50", "completedAt": "2026-10-16T13:12:55.649001+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T12:52:01.051840+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9ca2aab9d9274022ae32b2a5226a6d31", "repoId": "IFM/Jais-3-MoVA-36B-A4B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "01adaaeac36344f9aa394e34c6dbb742", "completedAt": "2026-10-16T12:42:03.462081+00:00", "configFingerprint": "61898f295f143f06988745beef05f856402c5162f007122829060f3694145199", "configSource": "modelhub_live", "createdAt": "2026-10-16T12:21:20.141160+00:00", "framework": "llamacpp", "intentId": "1dc9516803554dba813d0dbf446c133c", "repoId": "DavidAU/Qwen3-4B-Hivemind-Instruct-NEO-MAX-Imatrix-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "01adaaeac36344f9aa394e34c6dbb742", "completedAt": "2026-10-16T12:42:03.462076+00:00", "configFingerprint": "985c1a262240355b84d40534de792b4a647e7fa0834c0d20610ec5c7239b7dfc", "configSource": "modelhub_live", "createdAt": "2026-10-16T12:21:20.141102+00:00", "framework": "llamacpp", "intentId": "9f634f34ae4e4c22998dc01405e2abaa", "repoId": "OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}
-{"batchId": "01adaaeac36344f9aa394e34c6dbb742", "completedAt": "2026-10-16T12:42:03.462072+00:00", "configFingerprint": "f15ba589f8fc347b06d694c47e50f0ec39eb094f4731fb654c6ecbc9c8faac9b", "configSource": "modelhub_live", "createdAt": "2026-10-16T12:21:20.141044+00:00", "framework": "llamacpp", "intentId": "62e8a158fa3f4ddeb7494c7f9f272b15", "repoId": "prithivMLmods/microsoft-UserRepGen-4B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}
-{"batchId": "01adaaeac36344f9aa394e34c6dbb742", "completedAt": "2026-10-16T12:42:03.462067+00:00", "configFingerprint": "228b6bc2745650abd95687d8da71c138b5e7b7e9cbd7ff60115887f5ff13ac2c", "configSource": "modelhub_live", "createdAt": "2026-10-16T12:21:20.140978+00:00", "framework": "llamacpp", "intentId": "6299d88a12cf433481816cd1d2e294cd", "repoId": "DavidAU/DeepSeek-BlackRoot-R1-Distill-Llama-3.1-8B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}
-{"batchId": "01adaaeac36344f9aa394e34c6dbb742", "completedAt": "2026-10-16T12:42:03.462063+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T12:21:20.140936+00:00", "framework": "vllm_tokenizer_patch", "intentId": "7bed89e5d7a14ab4acd39eaca71c3243", "repoId": "IFM/Jais-3-32B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "01adaaeac36344f9aa394e34c6dbb742", "completedAt": "2026-10-16T12:42:03.462059+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T12:21:20.140894+00:00", "framework": "vllm_tokenizer_patch", "intentId": "7d41fa51769e4737b26b721c458711d5", "repoId": "rapid-mlx/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-MLX-3bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "01adaaeac36344f9aa394e34c6dbb742", "completedAt": "2026-10-16T12:42:03.462055+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T12:21:20.140852+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f53d1f5667e74c9c9da0e00d1757f1b5", "repoId": "rapid-mlx/NVIDIA-Nemotron-3.5-Bolt-74B-A9B-MLX-3bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "01adaaeac36344f9aa394e34c6dbb742", "completedAt": "2026-10-16T12:42:03.462051+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T12:21:20.140809+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c91c0d799eee4836a9cbee2d67e6bc98", "repoId": "IFM/Jais-3-MoVA-36B-A4B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "01adaaeac36344f9aa394e34c6dbb742", "completedAt": "2026-10-16T12:42:03.462046+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T12:21:20.140766+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0a4ed738ce2644a883a0330e1cc0f795", "repoId": "IFM/K2-Horizon-32B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "01adaaeac36344f9aa394e34c6dbb742", "completedAt": "2026-10-16T12:42:03.462042+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T12:21:20.140722+00:00", "framework": "vllm_tokenizer_patch", "intentId": "84bbaa8c39c7457daad16179af8cf273", "repoId": "rockmatrix/EdgeRock", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "01adaaeac36344f9aa394e34c6dbb742", "completedAt": "2026-10-16T12:42:03.462036+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T12:21:20.140674+00:00", "framework": "vllm_tokenizer_patch", "intentId": "84e1e7a47862421d8f836164b38eec81", "repoId": "BananaMind/Picolo-BananaMind", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "01adaaeac36344f9aa394e34c6dbb742", "completedAt": "2026-10-16T12:42:03.462014+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-16T12:21:20.140575+00:00", "framework": "vllm_tokenizer_patch", "intentId": "1454ef7a60d245de87f401712ee73647", "repoId": "DavidAU/LFM2-12B-A1B-GLM-4.7-Thinking-Quantum-IQ1C-P-TR1-S2", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index 5d2b10d685..53960ff91f 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 3767,
   "acceptedTotal": 3767,
-  "generatedAt": "2026-10-16T23:10:19.059706+00:00",
+  "generatedAt": "2026-10-16T23:36:46.068887+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 47233a850b..ed95e01a23 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "e0ceb5d4f61e32c84b3a7a68ff011f3d7ff16c8c323581e905a0349e7d1d9763",
     ".modelhub_state/recent_outcomes.jsonl": "7dfaf088e9c72b3d4cc06c2a400b8538798536953438c9b8528722e70f1e0f05",
     ".modelhub_state/recovery_active_tasks.jsonl": "c6213cb1d9b4f397ab92c367850f69ac30190a122ca6acbbf78a32647b020ab0",
-    ".modelhub_state/recovery_intents.jsonl": "91f9e6751196ef2c92bfa7989409b827e8da3acad1c064dd79ee05fa80ce6250",
-    ".modelhub_state/routing_intelligence.json": "89e562fecb3153c138aed74235988e942d3c6571f1a2fb80aebddf0a4748f389",
+    ".modelhub_state/recovery_intents.jsonl": "9ebe4675ba0f062d7a45421e6ff797e7a1bd075ff911b84e71276f7af36f979e",
+    ".modelhub_state/routing_intelligence.json": "0191a6f286c1d396a28c201224fbe64d1bf32bd2c1a061a5cd6c6a211f8bafe1",
     ".modelhub_state/submission_exclusions.jsonl": "660ad77b924d3b0cc76f46aacd1f91a924d13a02bc68057eb5a964647441283b",
     ".modelhub_state/worker_crashes.jsonl": "c6b627ba4bfe6f0f89b6dfc017d052f3b1717feac7f9dd06d3003f04166819a9",
     "ledger/submissions.jsonl": "85a9ccab7aad2b57497b820936639cfcc14e8f4307137436735ae4c4d0eaccdd",
     "outcomes/submissions.jsonl": "53461f66d2f4cee95e58bfcc61bfdf4548b80c652e71666a2cc529eec1ac6467"
   },
-  "generation": 25411,
-  "phase": "intent",
+  "generation": 25412,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-16T23:19:10.404880+00:00",
+  "updatedAt": "2026-10-16T23:36:46.311341+00:00",
   "writerId": "9b5b3ed8772344608455c7e3b71f5c9f"
 }