755 lines
24 KiB
JSON
755 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-09-19T06:53:54.785630+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-09-19T06:53:54.785630+00:00",
|
|
"frameworkAttemptedAt": "2026-09-19T04:55:42.165883+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 39617,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19153,
|
|
"successRate": 0.4834540727465482,
|
|
"wilsonLowerBound": 0.47853498336381056
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 52875,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14795,
|
|
"successRate": 0.27981087470449173,
|
|
"wilsonLowerBound": 0.2760006112711989
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 2702,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 766,
|
|
"successRate": 0.2834937083641747,
|
|
"wilsonLowerBound": 0.26681639732081075
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 32904,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14532,
|
|
"successRate": 0.4416484318016047,
|
|
"wilsonLowerBound": 0.4362898827705224
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 37461,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 10653,
|
|
"successRate": 0.28437575078081206,
|
|
"wilsonLowerBound": 0.27982973528437066
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8753,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3772,
|
|
"successRate": 0.4309379641265852,
|
|
"wilsonLowerBound": 0.42059604998869243
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 63938,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12083,
|
|
"successRate": 0.18897994932590947,
|
|
"wilsonLowerBound": 0.18596407761915776
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17606,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3529,
|
|
"successRate": 0.20044303078495967,
|
|
"wilsonLowerBound": 0.19459514549589388
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 6027,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 60,
|
|
"successRate": 0.009955201592832254,
|
|
"wilsonLowerBound": 0.007742341899991391
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26148,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3222,
|
|
"successRate": 0.12322166131252868,
|
|
"wilsonLowerBound": 0.11929286222102076
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16467,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1674,
|
|
"successRate": 0.10165786117689925,
|
|
"wilsonLowerBound": 0.09713464441717601
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 11162,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4705,
|
|
"successRate": 0.42151944096040134,
|
|
"wilsonLowerBound": 0.41238707608578357
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24155,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3786,
|
|
"successRate": 0.1567377354584972,
|
|
"wilsonLowerBound": 0.15220755578349682
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 8066,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 544,
|
|
"successRate": 0.0674435903793702,
|
|
"wilsonLowerBound": 0.0621738174048722
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 42878,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 10757,
|
|
"successRate": 0.2508745743738047,
|
|
"wilsonLowerBound": 0.24679361036277012
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 23263,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3058,
|
|
"successRate": 0.13145338090530026,
|
|
"wilsonLowerBound": 0.1271720055511798
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 86632,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9764,
|
|
"successRate": 0.11270662110998246,
|
|
"wilsonLowerBound": 0.11061793175894352
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 40438,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4961,
|
|
"successRate": 0.12268163608487066,
|
|
"wilsonLowerBound": 0.1195197883985751
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 31733,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3406,
|
|
"successRate": 0.10733306022122081,
|
|
"wilsonLowerBound": 0.10397472132795404
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 88572,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21036,
|
|
"successRate": 0.23750169353746106,
|
|
"wilsonLowerBound": 0.23471051900048204
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5175,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 566,
|
|
"successRate": 0.1093719806763285,
|
|
"wilsonLowerBound": 0.10115637485123319
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112539,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16509,
|
|
"successRate": 0.1466958121184656,
|
|
"wilsonLowerBound": 0.14464075375258342
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 17284,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3438,
|
|
"successRate": 0.19891228882203194,
|
|
"wilsonLowerBound": 0.19302827657910676
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 42834,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5572,
|
|
"successRate": 0.1300835784657048,
|
|
"wilsonLowerBound": 0.1269309713741711
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 6698,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 551,
|
|
"successRate": 0.08226336219767094,
|
|
"wilsonLowerBound": 0.07592004395653756
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 200,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 36,
|
|
"successRate": 0.18,
|
|
"wilsonLowerBound": 0.1329455066253411
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 31136,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5581,
|
|
"successRate": 0.17924588900308325,
|
|
"wilsonLowerBound": 0.1750250850336538
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 60879,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12390,
|
|
"successRate": 0.20351845463953086,
|
|
"wilsonLowerBound": 0.20033896076146995
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7876,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2279,
|
|
"successRate": 0.2893600812595226,
|
|
"wilsonLowerBound": 0.27944977154448675
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12876,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3326,
|
|
"successRate": 0.25831003417210313,
|
|
"wilsonLowerBound": 0.2508224593895046
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 60867,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16685,
|
|
"successRate": 0.2741222665812345,
|
|
"wilsonLowerBound": 0.27059280655541496
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 46572,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20386,
|
|
"successRate": 0.43773082538864555,
|
|
"wilsonLowerBound": 0.43323037105454126
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 36497,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3442,
|
|
"successRate": 0.09430912129764091,
|
|
"wilsonLowerBound": 0.09135323988883876
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 518,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6278,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030582988212806625,
|
|
"wilsonLowerBound": 0.026602368317046696
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10024,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 738,
|
|
"successRate": 0.07362330407023145,
|
|
"wilsonLowerBound": 0.06867247302280925
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 5935,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2517,
|
|
"successRate": 0.42409435551811286,
|
|
"wilsonLowerBound": 0.4115740303726488
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7375,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 235,
|
|
"successRate": 0.031864406779661014,
|
|
"wilsonLowerBound": 0.02809313780695749
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 11601,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3826,
|
|
"successRate": 0.32979915524523745,
|
|
"wilsonLowerBound": 0.32130142088261376
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 26448,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13413,
|
|
"successRate": 0.5071460980036298,
|
|
"wilsonLowerBound": 0.5011201057672462
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 62323,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6260,
|
|
"successRate": 0.10044445870705838,
|
|
"wilsonLowerBound": 0.09810904706927923
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 12462,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1791,
|
|
"successRate": 0.14371689937409726,
|
|
"wilsonLowerBound": 0.13766745854689252
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-09-19T06:53:54.785630+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 966.2896551724137,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.295872333214412,
|
|
"queueFactor": 1.0114003791073787,
|
|
"queueWeight": 1.0114003791073787,
|
|
"recentSuccess": 50,
|
|
"recentSuccessRate": 0.3448275862068966,
|
|
"recentTerminal": 145,
|
|
"recentWilsonLowerBound": 0.27236643559303747,
|
|
"running": 8,
|
|
"selectionWeight": 1.3106457690878197,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.166666666666668,
|
|
"waiting": 23352
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1401.4285714285716,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9565409486179428,
|
|
"queueWeight": 0.9565409486179428,
|
|
"recentSuccess": 54,
|
|
"recentSuccessRate": 0.453781512605042,
|
|
"recentTerminal": 119,
|
|
"recentWilsonLowerBound": 0.3671730228743812,
|
|
"running": 8,
|
|
"selectionWeight": 2.391352371544857,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.833333333333332,
|
|
"waiting": 27795
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 173.40740740740742,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.24451855143975088,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.17901234567901234,
|
|
"recentTerminal": 162,
|
|
"recentWilsonLowerBound": 0.12762885071134883,
|
|
"running": 8,
|
|
"selectionWeight": 0.31787411687167616,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.0,
|
|
"waiting": 4682
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1304.955223880597,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.362698463877743,
|
|
"queueFactor": 0.9668294485549684,
|
|
"queueWeight": 0.9668294485549684,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.23880597014925373,
|
|
"recentTerminal": 67,
|
|
"recentWilsonLowerBound": 0.15268010510617858,
|
|
"running": 7,
|
|
"selectionWeight": 0.3506675558226524,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.166666666666666,
|
|
"waiting": 14572
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 445.4,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.6260991459244046,
|
|
"queueFactor": 1.135995679660156,
|
|
"queueWeight": 1.135995679660156,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.26666666666666666,
|
|
"recentTerminal": 120,
|
|
"recentWilsonLowerBound": 0.19568340354111466,
|
|
"running": 7,
|
|
"selectionWeight": 0.7112459248090373,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.0,
|
|
"waiting": 8908
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 63.795918367346935,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.02857142857142857,
|
|
"recentTerminal": 245,
|
|
"recentWilsonLowerBound": 0.013907365478111732,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 40.833333333333336,
|
|
"waiting": 2605
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 246.99173553719007,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.5649862447426303,
|
|
"queueFactor": 1.2410430543515396,
|
|
"queueWeight": 1.2410430543515396,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.256198347107438,
|
|
"recentTerminal": 121,
|
|
"recentWilsonLowerBound": 0.18675785870913358,
|
|
"running": 9,
|
|
"selectionWeight": 0.7011722548420003,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.166666666666668,
|
|
"waiting": 4981
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 3112.451612903226,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.7402701233907392,
|
|
"queueFactor": 0.8486406297542242,
|
|
"queueWeight": 0.8486406297542242,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.3548387096774194,
|
|
"recentTerminal": 31,
|
|
"recentWilsonLowerBound": 0.21116447741565816,
|
|
"running": 2,
|
|
"selectionWeight": 0.6282233037025541,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 5.166666666666667,
|
|
"waiting": 16081
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 559.0088495575221,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.26434271404615095,
|
|
"queueFactor": 1.097934442243458,
|
|
"queueWeight": 1.097934442243458,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.19469026548672566,
|
|
"recentTerminal": 113,
|
|
"recentWilsonLowerBound": 0.13223235600316086,
|
|
"running": 8,
|
|
"selectionWeight": 0.29023097030738265,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.833333333333332,
|
|
"waiting": 10528
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 926.1666666666666,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.4267225675186795,
|
|
"queueFactor": 1.0178548248855446,
|
|
"queueWeight": 1.0178548248855446,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.25,
|
|
"recentTerminal": 72,
|
|
"recentWilsonLowerBound": 0.1643892112532576,
|
|
"running": 4,
|
|
"selectionWeight": 0.43434162423643546,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.0,
|
|
"waiting": 11114
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1784.1739130434783,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 1.9027629532643275,
|
|
"queueFactor": 0.922515419231906,
|
|
"queueWeight": 0.922515419231906,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.43478260869565216,
|
|
"recentTerminal": 69,
|
|
"recentWilsonLowerBound": 0.3243261617876528,
|
|
"running": 4,
|
|
"selectionWeight": 1.7553281635295808,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.5,
|
|
"waiting": 20518
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 8621.454545454546,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.3780703784264268,
|
|
"queueFactor": 0.7283701347544892,
|
|
"queueWeight": 0.7283701347544892,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.5454545454545454,
|
|
"recentTerminal": 11,
|
|
"recentWilsonLowerBound": 0.2800877556899882,
|
|
"running": 2,
|
|
"selectionWeight": 1.0037453072356264,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 1.8333333333333333,
|
|
"waiting": 15806
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1655.387755102041,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.06722010612296672,
|
|
"queueFactor": 0.9329411533582742,
|
|
"queueWeight": 0.9329411533582742,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.14285714285714285,
|
|
"recentTerminal": 49,
|
|
"recentWilsonLowerBound": 0.07096333720544586,
|
|
"running": 16,
|
|
"selectionWeight": 0.06271240333522617,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.166666666666666,
|
|
"waiting": 13519
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1118.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.5938117634856426,
|
|
"queueFactor": 0.9895162737292839,
|
|
"queueWeight": 0.9895162737292839,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.28,
|
|
"recentTerminal": 75,
|
|
"recentWilsonLowerBound": 0.19103020085378442,
|
|
"running": 6,
|
|
"selectionWeight": 0.5875864035009278,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.5,
|
|
"waiting": 13975
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-09-19T06:53:54.785630+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-09-19T06:53:54.785630+00:00",
|
|
"supportedGpus": [
|
|
"Vastai_va16",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_mrv-100",
|
|
"Cambricon_mlu-370-x4",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b4",
|
|
"hygon_k100-ai",
|
|
"Ascend_910-b3",
|
|
"MetaX_c-500",
|
|
"Sunrise_pt-200-x1",
|
|
"Biren_166m",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|