791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-20T18:20:16.475443+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-20T18:20:16.475443+00:00",
|
|
"frameworkAttemptedAt": "2026-10-20T14:17:53.842431+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43637,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21937,
|
|
"successRate": 0.502715585397713,
|
|
"wilsonLowerBound": 0.4980242634033145
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58169,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15533,
|
|
"successRate": 0.267032268046554,
|
|
"wilsonLowerBound": 0.2634524431482775
|
|
},
|
|
"vllm_0.23.0": {
|
|
"framework": "vllm_0.23.0",
|
|
"modelCount": 1,
|
|
"officialConfigError": "framework_mismatch",
|
|
"officialConfigValid": false,
|
|
"successCount": 1,
|
|
"successRate": 1.0,
|
|
"wilsonLowerBound": 0.20654329147389294
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 5283,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1681,
|
|
"successRate": 0.3181904221086504,
|
|
"wilsonLowerBound": 0.30576636478296837
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38610,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18459,
|
|
"successRate": 0.4780885780885781,
|
|
"wilsonLowerBound": 0.4731083740486955
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40601,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11105,
|
|
"successRate": 0.27351543065441736,
|
|
"wilsonLowerBound": 0.26920098497775014
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14212,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5892,
|
|
"successRate": 0.4145792288207149,
|
|
"wilsonLowerBound": 0.40650372298764986
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64278,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.1882136967547217,
|
|
"wilsonLowerBound": 0.18521052321596418
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 35117,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7420,
|
|
"successRate": 0.21129367542785546,
|
|
"wilsonLowerBound": 0.2070556625249455
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8366,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 117,
|
|
"successRate": 0.013985178101840785,
|
|
"wilsonLowerBound": 0.011682596398338272
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26778,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3289,
|
|
"successRate": 0.12282470684890581,
|
|
"wilsonLowerBound": 0.11894726595450104
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16521,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10144664366563767,
|
|
"wilsonLowerBound": 0.09693497021042136
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 17437,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6732,
|
|
"successRate": 0.38607558639674255,
|
|
"wilsonLowerBound": 0.378875168464778
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24824,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3808,
|
|
"successRate": 0.15339993554624556,
|
|
"wilsonLowerBound": 0.14897055794856734
|
|
},
|
|
"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": 55248,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13890,
|
|
"successRate": 0.2514118158123371,
|
|
"wilsonLowerBound": 0.24781165455020288
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25309,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3226,
|
|
"successRate": 0.12746453830653126,
|
|
"wilsonLowerBound": 0.12341229530666308
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87129,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.1121555394874267,
|
|
"wilsonLowerBound": 0.1100772803468428
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 49289,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5678,
|
|
"successRate": 0.11519811722696748,
|
|
"wilsonLowerBound": 0.11240950004727768
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 51756,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3796,
|
|
"successRate": 0.07334415333487905,
|
|
"wilsonLowerBound": 0.07112963860625157
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94996,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23945,
|
|
"successRate": 0.25206324476820074,
|
|
"wilsonLowerBound": 0.24931215456726388
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 147,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5672,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 590,
|
|
"successRate": 0.10401974612129761,
|
|
"wilsonLowerBound": 0.09634090583419136
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112915,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16539,
|
|
"successRate": 0.14647301067174423,
|
|
"wilsonLowerBound": 0.14442266275144017
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 307,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.003257328990228013,
|
|
"wilsonLowerBound": 0.0005752153501427472
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25695,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4160,
|
|
"successRate": 0.16189920217941234,
|
|
"wilsonLowerBound": 0.15744575633733987
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44325,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5724,
|
|
"successRate": 0.12913705583756346,
|
|
"wilsonLowerBound": 0.1260471713262433
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8480,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 819,
|
|
"successRate": 0.09658018867924528,
|
|
"wilsonLowerBound": 0.09047458153099709
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35627,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7165,
|
|
"successRate": 0.2011115165464395,
|
|
"wilsonLowerBound": 0.1969815929501139
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61563,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12430,
|
|
"successRate": 0.20190698958790182,
|
|
"wilsonLowerBound": 0.19875461682367024
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18372,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5200,
|
|
"successRate": 0.28303940779446984,
|
|
"wilsonLowerBound": 0.2765712700340383
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16215,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3919,
|
|
"successRate": 0.24168979340117175,
|
|
"wilsonLowerBound": 0.2351620075173695
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69570,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19131,
|
|
"successRate": 0.27498921949116,
|
|
"wilsonLowerBound": 0.271683721580829
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1662,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 985,
|
|
"successRate": 0.5926594464500602,
|
|
"wilsonLowerBound": 0.5688497604908518
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48613,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.4469997737230782,
|
|
"wilsonLowerBound": 0.44258439998413945
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41138,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5214,
|
|
"successRate": 0.12674412951529,
|
|
"wilsonLowerBound": 0.12356403070590219
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1236,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6289,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.03052949594530132,
|
|
"wilsonLowerBound": 0.026555749965692398
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10113,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 765,
|
|
"successRate": 0.07564520913675467,
|
|
"wilsonLowerBound": 0.07065102319044637
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7795,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3431,
|
|
"successRate": 0.4401539448364336,
|
|
"wilsonLowerBound": 0.4291660224042749
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7432,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.032965554359526375,
|
|
"wilsonLowerBound": 0.029141391688609655
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19666,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5598,
|
|
"successRate": 0.2846537170751551,
|
|
"wilsonLowerBound": 0.2783893696078418
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29088,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14889,
|
|
"successRate": 0.5118605610561056,
|
|
"wilsonLowerBound": 0.5061149441754594
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68440,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7395,
|
|
"successRate": 0.10805084745762712,
|
|
"wilsonLowerBound": 0.10574693914690322
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14291,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2539,
|
|
"successRate": 0.17766426422223777,
|
|
"wilsonLowerBound": 0.1714842809947433
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-20T18:20:16.475443+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1176.5793103448275,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 1.013178966554531,
|
|
"queueWeight": 1.013178966554531,
|
|
"recentSuccess": 47,
|
|
"recentSuccessRate": 0.32413793103448274,
|
|
"recentTerminal": 145,
|
|
"recentWilsonLowerBound": 0.2533452486065094,
|
|
"running": 8,
|
|
"selectionWeight": 2.5329474163863273,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.166666666666668,
|
|
"waiting": 28434
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1476.1804511278194,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.4224335357555304,
|
|
"queueFactor": 0.9792834815833232,
|
|
"queueWeight": 0.9792834815833232,
|
|
"recentSuccess": 43,
|
|
"recentSuccessRate": 0.3233082706766917,
|
|
"recentTerminal": 133,
|
|
"recentWilsonLowerBound": 0.24974159584989838,
|
|
"running": 5,
|
|
"selectionWeight": 2.3722491467988758,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.166666666666668,
|
|
"waiting": 32722
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 76.06914893617022,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.018617021276595744,
|
|
"recentTerminal": 376,
|
|
"recentWilsonLowerBound": 0.009046594161671962,
|
|
"running": 7,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 62.666666666666664,
|
|
"waiting": 4767
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1476.4864864864865,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.54595754331153,
|
|
"queueFactor": 0.9792530320893985,
|
|
"queueWeight": 0.9792530320893985,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.20270270270270271,
|
|
"recentTerminal": 74,
|
|
"recentWilsonLowerBound": 0.1268696381027667,
|
|
"running": 6,
|
|
"selectionWeight": 0.5346305796798949,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.333333333333334,
|
|
"waiting": 18210
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 339.2045454545455,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.27816346190676516,
|
|
"queueFactor": 1.2209843486255052,
|
|
"queueWeight": 1.2209843486255052,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.13636363636363635,
|
|
"recentTerminal": 176,
|
|
"recentWilsonLowerBound": 0.09337703293860432,
|
|
"running": 7,
|
|
"selectionWeight": 0.33963323334764717,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.333333333333332,
|
|
"waiting": 9950
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 62.10674157303371,
|
|
"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": 0.019662921348314606,
|
|
"recentTerminal": 356,
|
|
"recentWilsonLowerBound": 0.00955653120231105,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 59.333333333333336,
|
|
"waiting": 3685
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 263.5783783783784,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.2680689810240076,
|
|
"queueWeight": 1.2680689810240076,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.06486486486486487,
|
|
"recentTerminal": 185,
|
|
"recentWilsonLowerBound": 0.03749099999960152,
|
|
"running": 2,
|
|
"selectionWeight": 0.06340344905120038,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 30.833333333333332,
|
|
"waiting": 8127
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2159.0666666666666,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.7033651598325172,
|
|
"queueFactor": 0.9249951136072521,
|
|
"queueWeight": 0.9249951136072521,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.24444444444444444,
|
|
"recentTerminal": 45,
|
|
"recentWilsonLowerBound": 0.14235335025509285,
|
|
"running": 2,
|
|
"selectionWeight": 0.6506093359266623,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.5,
|
|
"waiting": 16193
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 687.1428571428571,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.1754971309502285,
|
|
"queueFactor": 1.0983033062069494,
|
|
"queueWeight": 1.0983033062069494,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.2619047619047619,
|
|
"recentTerminal": 84,
|
|
"recentWilsonLowerBound": 0.1797835031577335,
|
|
"running": 6,
|
|
"selectionWeight": 1.2910523853594191,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.0,
|
|
"waiting": 9620
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 758.516129032258,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 1.7829320989507988,
|
|
"queueFactor": 1.082142922534329,
|
|
"queueWeight": 1.082142922534329,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.3010752688172043,
|
|
"recentTerminal": 93,
|
|
"recentWilsonLowerBound": 0.21726167583661848,
|
|
"running": 3,
|
|
"selectionWeight": 1.9293873522388831,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.5,
|
|
"waiting": 11757
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2130.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.12673859397642148,
|
|
"queueFactor": 0.926877641128219,
|
|
"queueWeight": 0.926877641128219,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.12162162162162163,
|
|
"recentTerminal": 74,
|
|
"recentWilsonLowerBound": 0.0653224180677459,
|
|
"running": 4,
|
|
"selectionWeight": 0.11747116902477266,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.333333333333334,
|
|
"waiting": 26270
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2371.404255319149,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.10452902088585186,
|
|
"queueFactor": 0.9120707059043461,
|
|
"queueWeight": 0.9120707059043461,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.1276595744680851,
|
|
"recentTerminal": 47,
|
|
"recentWilsonLowerBound": 0.05984522780202478,
|
|
"running": 2,
|
|
"selectionWeight": 0.09533785786684905,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.833333333333333,
|
|
"waiting": 18576
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1757.2380952380952,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05415592569138036,
|
|
"queueFactor": 0.954014015351629,
|
|
"queueWeight": 0.954014015351629,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.09523809523809523,
|
|
"recentTerminal": 63,
|
|
"recentWilsonLowerBound": 0.04438287994388781,
|
|
"running": 16,
|
|
"selectionWeight": 0.05166551212391823,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 10.5,
|
|
"waiting": 18451
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1391.2075471698113,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.7795016852937249,
|
|
"queueFactor": 0.9880309695918301,
|
|
"queueWeight": 0.9880309695918301,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.2169811320754717,
|
|
"recentTerminal": 106,
|
|
"recentWilsonLowerBound": 0.14916154641951038,
|
|
"running": 6,
|
|
"selectionWeight": 0.7701718059192246,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.666666666666668,
|
|
"waiting": 24578
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-20T18:20:16.475443+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-20T18:20:16.475443+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_bi-150",
|
|
"Biren_166m",
|
|
"Ascend_910-b3",
|
|
"Ascend_910-b4",
|
|
"hygon_k100-ai",
|
|
"MetaX_c-500",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|