782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-11T20:50:58.291043+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-11T20:50:58.291043+00:00",
|
|
"frameworkAttemptedAt": "2026-10-11T16:41:28.570022+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 42140,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20913,
|
|
"successRate": 0.49627432368296154,
|
|
"wilsonLowerBound": 0.4915010530228554
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 56453,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15345,
|
|
"successRate": 0.271819035303704,
|
|
"wilsonLowerBound": 0.26816460242498097
|
|
},
|
|
"vllm_0.23.0": {
|
|
"framework": "vllm_0.23.0",
|
|
"modelCount": 0,
|
|
"officialConfigError": "framework_mismatch",
|
|
"officialConfigValid": false,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 4349,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1312,
|
|
"successRate": 0.30167854679236605,
|
|
"wilsonLowerBound": 0.28821699985688143
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 36979,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17369,
|
|
"successRate": 0.4696990183617729,
|
|
"wilsonLowerBound": 0.46461557208199533
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39766,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11017,
|
|
"successRate": 0.27704571744706535,
|
|
"wilsonLowerBound": 0.27266864362125237
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12739,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5341,
|
|
"successRate": 0.41926367846769763,
|
|
"wilsonLowerBound": 0.41072044548189773
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64214,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12096,
|
|
"successRate": 0.18837013735322516,
|
|
"wilsonLowerBound": 0.18536450290219292
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 29887,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6481,
|
|
"successRate": 0.2168501355104226,
|
|
"wilsonLowerBound": 0.21221453020823336
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7716,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 106,
|
|
"successRate": 0.013737687921202696,
|
|
"wilsonLowerBound": 0.011371815320575233
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26631,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3270,
|
|
"successRate": 0.12278923059592205,
|
|
"wilsonLowerBound": 0.11890174653639872
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16508,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10152653259025927,
|
|
"wilsonLowerBound": 0.09701149316250736
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 15604,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6165,
|
|
"successRate": 0.39509100230710076,
|
|
"wilsonLowerBound": 0.38744708281258994
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24740,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3806,
|
|
"successRate": 0.153839935327405,
|
|
"wilsonLowerBound": 0.14939780211535048
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 8123,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 544,
|
|
"successRate": 0.066970331158439,
|
|
"wilsonLowerBound": 0.061736366111672984
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 51658,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13016,
|
|
"successRate": 0.2519648457160556,
|
|
"wilsonLowerBound": 0.24823953507281116
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 24354,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3143,
|
|
"successRate": 0.1290547753962388,
|
|
"wilsonLowerBound": 0.12490251359675075
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 86992,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11233216847526209,
|
|
"wilsonLowerBound": 0.11025083745991396
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 46127,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5548,
|
|
"successRate": 0.12027662757170421,
|
|
"wilsonLowerBound": 0.11733966980503703
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 46651,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3654,
|
|
"successRate": 0.0783262952562646,
|
|
"wilsonLowerBound": 0.07592267693831987
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 93655,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23312,
|
|
"successRate": 0.24891356574662324,
|
|
"wilsonLowerBound": 0.24615466707755723
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5557,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 585,
|
|
"successRate": 0.10527262911642973,
|
|
"wilsonLowerBound": 0.09747414111074428
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112854,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16530,
|
|
"successRate": 0.146472433409538,
|
|
"wilsonLowerBound": 0.1444215380732927
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 97,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.010309278350515464,
|
|
"wilsonLowerBound": 0.0018221178995736602
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 23484,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3985,
|
|
"successRate": 0.16969000170328735,
|
|
"wilsonLowerBound": 0.16494326307602572
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43627,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5674,
|
|
"successRate": 0.13005707474728953,
|
|
"wilsonLowerBound": 0.1269332275094749
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8070,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 757,
|
|
"successRate": 0.09380421313506815,
|
|
"wilsonLowerBound": 0.08763482607501104
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 34272,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6771,
|
|
"successRate": 0.19756652661064425,
|
|
"wilsonLowerBound": 0.19338503799617207
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61481,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12423,
|
|
"successRate": 0.2020624257900815,
|
|
"wilsonLowerBound": 0.19890704231526266
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 15386,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4359,
|
|
"successRate": 0.283309502144807,
|
|
"wilsonLowerBound": 0.2762441179875897
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15311,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3735,
|
|
"successRate": 0.2439422637319574,
|
|
"wilsonLowerBound": 0.2372044379553507
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67593,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18627,
|
|
"successRate": 0.275575873241312,
|
|
"wilsonLowerBound": 0.27222030992383467
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 927,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 559,
|
|
"successRate": 0.6030204962243797,
|
|
"wilsonLowerBound": 0.571160725295832
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48359,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21695,
|
|
"successRate": 0.44862383423974855,
|
|
"wilsonLowerBound": 0.4441952440158708
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39688,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4757,
|
|
"successRate": 0.11985990727675871,
|
|
"wilsonLowerBound": 0.11670113843094837
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1058,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6287,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030539207889295372,
|
|
"wilsonLowerBound": 0.02656421387260057
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10085,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 761,
|
|
"successRate": 0.07545860188398612,
|
|
"wilsonLowerBound": 0.07046362140369612
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7253,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3182,
|
|
"successRate": 0.43871501447676825,
|
|
"wilsonLowerBound": 0.42733006392679657
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7420,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.0330188679245283,
|
|
"wilsonLowerBound": 0.02918860803183403
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17997,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5354,
|
|
"successRate": 0.29749402678224146,
|
|
"wilsonLowerBound": 0.2908586830672383
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28290,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14461,
|
|
"successRate": 0.5111700247437257,
|
|
"wilsonLowerBound": 0.5053438326886737
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67131,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7149,
|
|
"successRate": 0.1064932743441927,
|
|
"wilsonLowerBound": 0.10418226743877991
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13635,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2254,
|
|
"successRate": 0.1653098643197653,
|
|
"wilsonLowerBound": 0.15916924224460932
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-11T21:00:31.787133+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1045.7300613496932,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.420367126994033,
|
|
"queueFactor": 0.9582123573053759,
|
|
"queueWeight": 0.9582123573053759,
|
|
"recentSuccess": 52,
|
|
"recentSuccessRate": 0.31901840490797545,
|
|
"recentTerminal": 163,
|
|
"recentWilsonLowerBound": 0.2523368672867388,
|
|
"running": 8,
|
|
"selectionWeight": 1.3610133329960166,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.166666666666668,
|
|
"waiting": 28409
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1175.0188679245282,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.9011925772180105,
|
|
"queueFactor": 0.9416033179419545,
|
|
"queueWeight": 0.9416033179419545,
|
|
"recentSuccess": 57,
|
|
"recentSuccessRate": 0.3584905660377358,
|
|
"recentTerminal": 159,
|
|
"recentWilsonLowerBound": 0.2880963469218176,
|
|
"running": 8,
|
|
"selectionWeight": 1.7901692387550943,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.5,
|
|
"waiting": 31138
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 113.16083916083916,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.0969129205452291,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.1048951048951049,
|
|
"recentTerminal": 286,
|
|
"recentWilsonLowerBound": 0.07446841359458835,
|
|
"running": 8,
|
|
"selectionWeight": 0.12598679670879784,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 47.666666666666664,
|
|
"waiting": 5394
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 970.7766990291261,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.3266018444972251,
|
|
"queueFactor": 0.9689621318849897,
|
|
"queueWeight": 0.9689621318849897,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.1941747572815534,
|
|
"recentTerminal": 103,
|
|
"recentWilsonLowerBound": 0.12936210686118582,
|
|
"running": 7,
|
|
"selectionWeight": 0.31646481952160116,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 17.166666666666668,
|
|
"waiting": 16665
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 314.63583815028903,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.27342715467009937,
|
|
"queueFactor": 1.147369967236702,
|
|
"queueWeight": 1.147369967236702,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.1676300578034682,
|
|
"recentTerminal": 173,
|
|
"recentWilsonLowerBound": 0.11932367763160705,
|
|
"running": 7,
|
|
"selectionWeight": 0.31372210549545654,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 28.833333333333332,
|
|
"waiting": 9072
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 50.653333333333336,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.017777777777777778,
|
|
"recentTerminal": 450,
|
|
"recentWilsonLowerBound": 0.009035086935592542,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 75.0,
|
|
"waiting": 3799
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 112.86486486486487,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.0645926896609957,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.08648648648648649,
|
|
"recentTerminal": 370,
|
|
"recentWilsonLowerBound": 0.06192727357858875,
|
|
"running": 9,
|
|
"selectionWeight": 0.08397049655929441,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 61.666666666666664,
|
|
"waiting": 6960
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2514.972972972973,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.8177442715961334,
|
|
"queueFactor": 0.8400298289693199,
|
|
"queueWeight": 0.8400298289693199,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.32432432432432434,
|
|
"recentTerminal": 37,
|
|
"recentWilsonLowerBound": 0.1963307782081548,
|
|
"running": 2,
|
|
"selectionWeight": 0.686929580609541,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.166666666666667,
|
|
"waiting": 15509
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 346.0657894736842,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.4002841327766645,
|
|
"queueFactor": 1.1310997486393333,
|
|
"queueWeight": 1.1310997486393333,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.19736842105263158,
|
|
"recentTerminal": 152,
|
|
"recentWilsonLowerBound": 0.14189466065483167,
|
|
"running": 8,
|
|
"selectionWeight": 0.45276128196799875,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 25.333333333333332,
|
|
"waiting": 8767
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 594.9908256880733,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.524585800095909,
|
|
"queueFactor": 1.0427931407808466,
|
|
"queueWeight": 1.0427931407808466,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.22935779816513763,
|
|
"recentTerminal": 109,
|
|
"recentWilsonLowerBound": 0.1604543808234599,
|
|
"running": 4,
|
|
"selectionWeight": 0.5470344740910463,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.166666666666668,
|
|
"waiting": 10809
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2250.2727272727275,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.8541603992686139,
|
|
"queueWeight": 0.8541603992686139,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.4393939393939394,
|
|
"recentTerminal": 66,
|
|
"recentWilsonLowerBound": 0.3262793012401283,
|
|
"running": 4,
|
|
"selectionWeight": 2.1354009981715345,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.0,
|
|
"waiting": 24753
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1379.6052631578948,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9192030989639486,
|
|
"queueWeight": 0.9192030989639486,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.09210526315789473,
|
|
"recentTerminal": 76,
|
|
"recentWilsonLowerBound": 0.04533342778112862,
|
|
"running": 2,
|
|
"selectionWeight": 0.04596015494819743,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 12.666666666666666,
|
|
"waiting": 17475
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 710.5714285714286,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.37078975013973203,
|
|
"queueFactor": 1.0153915503806297,
|
|
"queueWeight": 1.0153915503806297,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.19548872180451127,
|
|
"recentTerminal": 133,
|
|
"recentWilsonLowerBound": 0.13704293942095672,
|
|
"running": 16,
|
|
"selectionWeight": 0.3764967792596288,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 22.166666666666668,
|
|
"waiting": 15751
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 862.909090909091,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.42028378379152903,
|
|
"queueFactor": 0.9862339522970626,
|
|
"queueWeight": 0.9862339522970626,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.20279720279720279,
|
|
"recentTerminal": 143,
|
|
"recentWilsonLowerBound": 0.1450743778152789,
|
|
"running": 6,
|
|
"selectionWeight": 0.4144981371750838,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 23.833333333333332,
|
|
"waiting": 20566
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-11T20:55:22.583194+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-11T20:55:22.583194+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b4",
|
|
"Ascend_910-b3",
|
|
"hygon_k100-ai",
|
|
"MetaX_c-500",
|
|
"Biren_166m",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|