755 lines
24 KiB
JSON
755 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-09-15T09:24:06.445335+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-09-15T09:24:06.445335+00:00",
|
|
"frameworkAttemptedAt": "2026-09-15T09:24:06.445335+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 39056,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18794,
|
|
"successRate": 0.4812064727570668,
|
|
"wilsonLowerBound": 0.47625320465744864
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 51859,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14585,
|
|
"successRate": 0.28124337144950734,
|
|
"wilsonLowerBound": 0.2773899954849347
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 2299,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 623,
|
|
"successRate": 0.2709873858199217,
|
|
"wilsonLowerBound": 0.25321166571098036
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 32240,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14080,
|
|
"successRate": 0.43672456575682383,
|
|
"wilsonLowerBound": 0.4313183654646623
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 37132,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 10581,
|
|
"successRate": 0.2849563718625444,
|
|
"wilsonLowerBound": 0.28038748329425706
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8014,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3520,
|
|
"successRate": 0.4392313451459945,
|
|
"wilsonLowerBound": 0.4283970199979985
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 63857,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12068,
|
|
"successRate": 0.18898476282944704,
|
|
"wilsonLowerBound": 0.18596696092354673
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 16042,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3225,
|
|
"successRate": 0.2010347836928064,
|
|
"wilsonLowerBound": 0.19490476677101828
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 5617,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 47,
|
|
"successRate": 0.008367455937333096,
|
|
"wilsonLowerBound": 0.0062985034509492836
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26073,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3205,
|
|
"successRate": 0.12292409772561654,
|
|
"wilsonLowerBound": 0.11899391805757425
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16461,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1673,
|
|
"successRate": 0.10163416560354778,
|
|
"wilsonLowerBound": 0.0971106238084035
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 10410,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4433,
|
|
"successRate": 0.42584053794428434,
|
|
"wilsonLowerBound": 0.416370769914579
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24094,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3779,
|
|
"successRate": 0.1568440275587283,
|
|
"wilsonLowerBound": 0.15230690265858027
|
|
},
|
|
"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": 41370,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 10422,
|
|
"successRate": 0.2519216823785352,
|
|
"wilsonLowerBound": 0.24776154162470318
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 23060,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3047,
|
|
"successRate": 0.1321335646140503,
|
|
"wilsonLowerBound": 0.12782398736930906
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 86553,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9763,
|
|
"successRate": 0.11279793883516458,
|
|
"wilsonLowerBound": 0.11070755547098488
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 39508,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4854,
|
|
"successRate": 0.12286119266983903,
|
|
"wilsonLowerBound": 0.11966071801997975
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 29430,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3328,
|
|
"successRate": 0.11308188922867822,
|
|
"wilsonLowerBound": 0.10951401663063692
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 88027,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20698,
|
|
"successRate": 0.23513240255830598,
|
|
"wilsonLowerBound": 0.23234245417428998
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5116,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 564,
|
|
"successRate": 0.11024237685691947,
|
|
"wilsonLowerBound": 0.1019508173786858
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112476,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16506,
|
|
"successRate": 0.1467513069454817,
|
|
"wilsonLowerBound": 0.1446953508094228
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 16183,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3315,
|
|
"successRate": 0.2048445900018538,
|
|
"wilsonLowerBound": 0.19869678034024724
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 42686,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5557,
|
|
"successRate": 0.13018319823829827,
|
|
"wilsonLowerBound": 0.12702414030313097
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 6406,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 513,
|
|
"successRate": 0.08008117389946924,
|
|
"wilsonLowerBound": 0.07368342452696962
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 198,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 36,
|
|
"successRate": 0.18181818181818182,
|
|
"wilsonLowerBound": 0.1343204258911728
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 30624,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5368,
|
|
"successRate": 0.1752873563218391,
|
|
"wilsonLowerBound": 0.17106970500624316
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 60793,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12383,
|
|
"successRate": 0.20369121444903196,
|
|
"wilsonLowerBound": 0.2005084641035031
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 6909,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2035,
|
|
"successRate": 0.29454334925459547,
|
|
"wilsonLowerBound": 0.2839111488329464
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12248,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3201,
|
|
"successRate": 0.26134879163945135,
|
|
"wilsonLowerBound": 0.2536431586893611
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 59782,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16309,
|
|
"successRate": 0.27280786858920747,
|
|
"wilsonLowerBound": 0.269252094295244
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 46258,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20159,
|
|
"successRate": 0.4357948895326214,
|
|
"wilsonLowerBound": 0.43128161499498985
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 36016,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3232,
|
|
"successRate": 0.08973789426921368,
|
|
"wilsonLowerBound": 0.08682973326215238
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 360,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6276,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030592734225621414,
|
|
"wilsonLowerBound": 0.026610861971840757
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10015,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 734,
|
|
"successRate": 0.07329006490264603,
|
|
"wilsonLowerBound": 0.06834786879905706
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 5700,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2399,
|
|
"successRate": 0.4208771929824561,
|
|
"wilsonLowerBound": 0.40811782812726144
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7370,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 235,
|
|
"successRate": 0.03188602442333786,
|
|
"wilsonLowerBound": 0.028112231661917748
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 11021,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3724,
|
|
"successRate": 0.33790037201705836,
|
|
"wilsonLowerBound": 0.32912738248622725
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 26141,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13229,
|
|
"successRate": 0.5060632722543131,
|
|
"wilsonLowerBound": 0.5000019834547788
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61386,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6058,
|
|
"successRate": 0.0986869970351546,
|
|
"wilsonLowerBound": 0.09635271750713197
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 12305,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1746,
|
|
"successRate": 0.14189353921170256,
|
|
"wilsonLowerBound": 0.1358397698824954
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-09-15T09:34:21.061173+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 963.6326530612245,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.3213529247633873,
|
|
"queueFactor": 0.9868345241303313,
|
|
"queueWeight": 0.9868345241303313,
|
|
"recentSuccess": 46,
|
|
"recentSuccessRate": 0.3129251700680272,
|
|
"recentTerminal": 147,
|
|
"recentWilsonLowerBound": 0.24353870595770505,
|
|
"running": 8,
|
|
"selectionWeight": 1.303956684717099,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.5,
|
|
"waiting": 23609
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1243.4666666666667,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.7936198095215714,
|
|
"queueFactor": 0.9498082527091151,
|
|
"queueWeight": 0.9498082527091151,
|
|
"recentSuccess": 48,
|
|
"recentSuccessRate": 0.35555555555555557,
|
|
"recentTerminal": 135,
|
|
"recentWilsonLowerBound": 0.2798281692310711,
|
|
"running": 8,
|
|
"selectionWeight": 1.7035948973061394,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.5,
|
|
"waiting": 27978
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 752.8571428571429,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.6121940119348352,
|
|
"queueFactor": 1.0240571039498392,
|
|
"queueWeight": 1.0240571039498392,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.2857142857142857,
|
|
"recentTerminal": 42,
|
|
"recentWilsonLowerBound": 0.1716685874457567,
|
|
"running": 2,
|
|
"selectionWeight": 0.6269216269174207,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.0,
|
|
"waiting": 5270
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1589.793103448276,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.7811562667776704,
|
|
"queueFactor": 0.9154401785233376,
|
|
"queueWeight": 0.9154401785233376,
|
|
"recentSuccess": 17,
|
|
"recentSuccessRate": 0.29310344827586204,
|
|
"recentTerminal": 58,
|
|
"recentWilsonLowerBound": 0.19178027828644717,
|
|
"running": 7,
|
|
"selectionWeight": 0.7151018323135745,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 9.666666666666666,
|
|
"waiting": 15368
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 494.86725663716817,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.2316385653949643,
|
|
"queueFactor": 1.0905805627053764,
|
|
"queueWeight": 1.0905805627053764,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.168141592920354,
|
|
"recentTerminal": 113,
|
|
"recentWilsonLowerBound": 0.11036645711875294,
|
|
"running": 7,
|
|
"selectionWeight": 0.2526205169927063,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.833333333333332,
|
|
"waiting": 9320
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 51.96116504854369,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.04854368932038835,
|
|
"recentTerminal": 309,
|
|
"recentWilsonLowerBound": 0.029635484406148695,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 51.5,
|
|
"waiting": 2676
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 115.69911504424779,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.554394269865003,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 48,
|
|
"recentSuccessRate": 0.21238938053097345,
|
|
"recentTerminal": 226,
|
|
"recentWilsonLowerBound": 0.16410182249668356,
|
|
"running": 4,
|
|
"selectionWeight": 0.7207125508245039,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 37.666666666666664,
|
|
"waiting": 4358
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2653.5,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.6769597521148025,
|
|
"queueFactor": 0.8477312582745352,
|
|
"queueWeight": 0.8477312582745352,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.4166666666666667,
|
|
"recentTerminal": 36,
|
|
"recentWilsonLowerBound": 0.2714033350508729,
|
|
"running": 2,
|
|
"selectionWeight": 1.4216112007360342,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.0,
|
|
"waiting": 15921
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 712.082474226804,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.3764524488549014,
|
|
"queueFactor": 1.0326461171040988,
|
|
"queueWeight": 1.0326461171040988,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.20618556701030927,
|
|
"recentTerminal": 97,
|
|
"recentWilsonLowerBound": 0.13762597270753013,
|
|
"running": 7,
|
|
"selectionWeight": 0.3887421595843433,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.166666666666668,
|
|
"waiting": 11512
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 800.659090909091,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.7710948178962505,
|
|
"queueFactor": 1.0146445221755578,
|
|
"queueWeight": 1.0146445221755578,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.2727272727272727,
|
|
"recentTerminal": 88,
|
|
"recentWilsonLowerBound": 0.19065350395100789,
|
|
"running": 4,
|
|
"selectionWeight": 0.7823871330563897,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.666666666666666,
|
|
"waiting": 11743
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1713.219512195122,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.905230355922763,
|
|
"queueWeight": 0.905230355922763,
|
|
"recentSuccess": 35,
|
|
"recentSuccessRate": 0.4268292682926829,
|
|
"recentTerminal": 82,
|
|
"recentWilsonLowerBound": 0.32541776424127283,
|
|
"running": 4,
|
|
"selectionWeight": 2.2630758898069074,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.666666666666666,
|
|
"waiting": 23414
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 3387.777777777778,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.007784322379928,
|
|
"queueFactor": 0.8172291019518018,
|
|
"queueWeight": 0.8172291019518018,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.37037037037037035,
|
|
"recentTerminal": 27,
|
|
"recentWilsonLowerBound": 0.21532287067936856,
|
|
"running": 2,
|
|
"selectionWeight": 0.8235906767396537,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 4.5,
|
|
"waiting": 15245
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1544.1599999999999,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.40937840410677057,
|
|
"queueFactor": 0.9194480925863613,
|
|
"queueWeight": 0.9194480925863613,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.24,
|
|
"recentTerminal": 50,
|
|
"recentWilsonLowerBound": 0.14297252401872207,
|
|
"running": 16,
|
|
"selectionWeight": 0.3764021928020188,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.333333333333334,
|
|
"waiting": 12868
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 741.5769230769231,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.9553653742264352,
|
|
"queueFactor": 1.0263786980983964,
|
|
"queueWeight": 1.0263786980983964,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.28846153846153844,
|
|
"recentTerminal": 104,
|
|
"recentWilsonLowerBound": 0.21015782725460305,
|
|
"running": 6,
|
|
"selectionWeight": 0.9805666690068159,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.333333333333332,
|
|
"waiting": 12854
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-09-15T09:34:21.061173+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-09-15T09:34:21.061173+00:00",
|
|
"supportedGpus": [
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Cambricon_mlu-370-x4",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b4",
|
|
"hygon_k100-ai",
|
|
"Ascend_910-b3",
|
|
"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
|
|
}
|