791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-17T16:55:48.960697+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-17T16:55:48.960697+00:00",
|
|
"frameworkAttemptedAt": "2026-10-17T11:44:03.547288+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43135,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21596,
|
|
"successRate": 0.5006607163556277,
|
|
"wilsonLowerBound": 0.49594229334969386
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 57711,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15473,
|
|
"successRate": 0.2681117984439708,
|
|
"wilsonLowerBound": 0.26451316287594223
|
|
},
|
|
"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": 4932,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1536,
|
|
"successRate": 0.31143552311435524,
|
|
"wilsonLowerBound": 0.29866236292639065
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38001,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18062,
|
|
"successRate": 0.4753032814925923,
|
|
"wilsonLowerBound": 0.4702849394992617
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40322,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11089,
|
|
"successRate": 0.2750111601607063,
|
|
"wilsonLowerBound": 0.27067436071012657
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 13651,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5679,
|
|
"successRate": 0.41601347886601714,
|
|
"wilsonLowerBound": 0.4077696944769214
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64245,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.1883103743481983,
|
|
"wilsonLowerBound": 0.18530583253230815
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 33162,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7103,
|
|
"successRate": 0.21419094143899645,
|
|
"wilsonLowerBound": 0.20980852695122754
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8184,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 114,
|
|
"successRate": 0.013929618768328446,
|
|
"wilsonLowerBound": 0.01160884798879966
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26737,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3286,
|
|
"successRate": 0.12290084901073418,
|
|
"wilsonLowerBound": 0.11901941851858062
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16516,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10147735529183821,
|
|
"wilsonLowerBound": 0.09696438782299903
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 16783,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6536,
|
|
"successRate": 0.3894416969552523,
|
|
"wilsonLowerBound": 0.3820903520684446
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24803,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3808,
|
|
"successRate": 0.15352981494174092,
|
|
"wilsonLowerBound": 0.14909701166005565
|
|
},
|
|
"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": 53919,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13566,
|
|
"successRate": 0.2515996216547043,
|
|
"wilsonLowerBound": 0.24795465713867174
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25025,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3164,
|
|
"successRate": 0.12643356643356643,
|
|
"wilsonLowerBound": 0.12237318252142437
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87085,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11221220646494803,
|
|
"wilsonLowerBound": 0.11013296171929496
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 48522,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5640,
|
|
"successRate": 0.11623593421540744,
|
|
"wilsonLowerBound": 0.11341442673755478
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 49956,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3767,
|
|
"successRate": 0.07540635759468332,
|
|
"wilsonLowerBound": 0.0731233816264941
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94654,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23792,
|
|
"successRate": 0.25135757601369196,
|
|
"wilsonLowerBound": 0.24860413889881136
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 79,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5640,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 588,
|
|
"successRate": 0.10425531914893617,
|
|
"wilsonLowerBound": 0.0965473597915675
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112895,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16538,
|
|
"successRate": 0.146490101421675,
|
|
"wilsonLowerBound": 0.1444394727077275
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 237,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.004219409282700422,
|
|
"wilsonLowerBound": 0.0007451988786756108
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25070,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4114,
|
|
"successRate": 0.16410051854806543,
|
|
"wilsonLowerBound": 0.15956734471887246
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44193,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5708,
|
|
"successRate": 0.12916072681193855,
|
|
"wilsonLowerBound": 0.126066033029703
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8367,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 803,
|
|
"successRate": 0.09597227202103502,
|
|
"wilsonLowerBound": 0.08984488143867975
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35144,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7022,
|
|
"successRate": 0.19980651035738675,
|
|
"wilsonLowerBound": 0.19565887669276416
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61541,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12429,
|
|
"successRate": 0.20196291902959002,
|
|
"wilsonLowerBound": 0.19880965464236394
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17477,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4949,
|
|
"successRate": 0.2831721691365795,
|
|
"wilsonLowerBound": 0.2765407082403366
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15931,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3843,
|
|
"successRate": 0.24122779486535686,
|
|
"wilsonLowerBound": 0.2346470810864004
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69006,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18985,
|
|
"successRate": 0.27512100397066924,
|
|
"wilsonLowerBound": 0.27180157411256056
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1361,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 813,
|
|
"successRate": 0.5973548861131521,
|
|
"wilsonLowerBound": 0.5710603136701783
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48541,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.44766280051914875,
|
|
"wilsonLowerBound": 0.44324347954326304
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40634,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5054,
|
|
"successRate": 0.12437859920263819,
|
|
"wilsonLowerBound": 0.12120526545903114
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1168,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6288,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030534351145038167,
|
|
"wilsonLowerBound": 0.02655998124483518
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10102,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 764,
|
|
"successRate": 0.07562858839833696,
|
|
"wilsonLowerBound": 0.07063229608115972
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7601,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3338,
|
|
"successRate": 0.43915274306012364,
|
|
"wilsonLowerBound": 0.4280291695574754
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7428,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.032983306408185246,
|
|
"wilsonLowerBound": 0.029157113487253913
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19126,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5527,
|
|
"successRate": 0.28897835407298966,
|
|
"wilsonLowerBound": 0.28259705077037656
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28827,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14758,
|
|
"successRate": 0.5119506018663059,
|
|
"wilsonLowerBound": 0.5061790422512442
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68027,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7330,
|
|
"successRate": 0.10775133402913549,
|
|
"wilsonLowerBound": 0.10544337034578864
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14049,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2448,
|
|
"successRate": 0.17424727738629084,
|
|
"wilsonLowerBound": 0.1680640429063176
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-17T16:55:48.960697+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1340.758064516129,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.0848964059124195,
|
|
"queueFactor": 0.9913118648198332,
|
|
"queueWeight": 0.9913118648198332,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.24193548387096775,
|
|
"recentTerminal": 124,
|
|
"recentWilsonLowerBound": 0.17504889877225968,
|
|
"running": 7,
|
|
"selectionWeight": 1.0754706792813753,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.666666666666668,
|
|
"waiting": 27709
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1693.486725663717,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9571843678314629,
|
|
"queueWeight": 0.9571843678314629,
|
|
"recentSuccess": 38,
|
|
"recentSuccessRate": 0.336283185840708,
|
|
"recentTerminal": 113,
|
|
"recentWilsonLowerBound": 0.2558324486519233,
|
|
"running": 7,
|
|
"selectionWeight": 2.392960919578657,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.833333333333332,
|
|
"waiting": 31894
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 171.37724550898204,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.2734028042398449,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.1377245508982036,
|
|
"recentTerminal": 167,
|
|
"recentWilsonLowerBound": 0.09355675567470219,
|
|
"running": 2,
|
|
"selectionWeight": 0.3554236455117984,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.833333333333332,
|
|
"waiting": 4770
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1348.9367088607596,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.14548327401926509,
|
|
"queueFactor": 0.990407979881477,
|
|
"queueWeight": 0.990407979881477,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.12658227848101267,
|
|
"recentTerminal": 79,
|
|
"recentWilsonLowerBound": 0.07023187936799045,
|
|
"running": 7,
|
|
"selectionWeight": 0.1440877955279637,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.166666666666666,
|
|
"waiting": 17761
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 534.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.40944589003232235,
|
|
"queueFactor": 1.1381032887736267,
|
|
"queueWeight": 1.1381032887736267,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.17117117117117117,
|
|
"recentTerminal": 111,
|
|
"recentWilsonLowerBound": 0.11240858853979097,
|
|
"running": 5,
|
|
"selectionWeight": 0.4659917140206307,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.5,
|
|
"waiting": 9879
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 73.49450549450549,
|
|
"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": 0.02564102564102564,
|
|
"recentTerminal": 273,
|
|
"recentWilsonLowerBound": 0.012474713430687588,
|
|
"running": 9,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 45.5,
|
|
"waiting": 3344
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 250.19672131147541,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.08338412494699853,
|
|
"queueFactor": 1.2751774517885786,
|
|
"queueWeight": 1.2751774517885786,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.08743169398907104,
|
|
"recentTerminal": 183,
|
|
"recentWilsonLowerBound": 0.054532719737126735,
|
|
"running": 2,
|
|
"selectionWeight": 0.10632955596953403,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 30.5,
|
|
"waiting": 7631
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 1919.6399999999999,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.21217588369494708,
|
|
"queueFactor": 0.9393553176786765,
|
|
"queueWeight": 0.9393553176786765,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.16,
|
|
"recentTerminal": 50,
|
|
"recentWilsonLowerBound": 0.08337321362087696,
|
|
"running": 2,
|
|
"selectionWeight": 0.19930854463202094,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.333333333333334,
|
|
"waiting": 15997
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 468.09677419354836,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.36662567956981423,
|
|
"queueFactor": 1.160813685578538,
|
|
"queueWeight": 1.160813685578538,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.16129032258064516,
|
|
"recentTerminal": 124,
|
|
"recentWilsonLowerBound": 0.10690383789562935,
|
|
"running": 7,
|
|
"selectionWeight": 0.42558410632917215,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.666666666666668,
|
|
"waiting": 9674
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 710.5360824742268,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.47908852319471085,
|
|
"queueFactor": 1.0903726420111404,
|
|
"queueWeight": 1.0903726420111404,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.18556701030927836,
|
|
"recentTerminal": 97,
|
|
"recentWilsonLowerBound": 0.12072806645374706,
|
|
"running": 3,
|
|
"selectionWeight": 0.5223850187930323,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.166666666666668,
|
|
"waiting": 11487
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2291.6470588235293,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.2685609638308351,
|
|
"queueFactor": 0.914725333441721,
|
|
"queueWeight": 0.914725333441721,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.16176470588235295,
|
|
"recentTerminal": 68,
|
|
"recentWilsonLowerBound": 0.09279997195749148,
|
|
"running": 4,
|
|
"selectionWeight": 0.24565951718959061,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.333333333333334,
|
|
"waiting": 25972
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 3049.8333333333335,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.8763376100925699,
|
|
"queueWeight": 0.8763376100925699,
|
|
"recentSuccess": 3,
|
|
"recentSuccessRate": 0.08333333333333333,
|
|
"recentTerminal": 36,
|
|
"recentWilsonLowerBound": 0.028748089271291792,
|
|
"running": 2,
|
|
"selectionWeight": 0.0438168805046285,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 6.0,
|
|
"waiting": 18299
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1189.2142857142858,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.12674309992218466,
|
|
"queueFactor": 1.0093083106091705,
|
|
"queueWeight": 1.0093083106091705,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.11904761904761904,
|
|
"recentTerminal": 84,
|
|
"recentWilsonLowerBound": 0.065964782536511,
|
|
"running": 16,
|
|
"selectionWeight": 0.1279228640638295,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.0,
|
|
"waiting": 16649
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1468.0206185567008,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.9338050423234281,
|
|
"queueFactor": 0.9779193590448886,
|
|
"queueWeight": 0.9779193590448886,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.23711340206185566,
|
|
"recentTerminal": 97,
|
|
"recentWilsonLowerBound": 0.16351360857927175,
|
|
"running": 5,
|
|
"selectionWeight": 0.9131860284618118,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.166666666666668,
|
|
"waiting": 23733
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-17T16:55:48.960697+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-17T16:55:48.960697+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
|
|
}
|