782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-15T16:53:24.948146+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-15T16:53:24.948146+00:00",
|
|
"frameworkAttemptedAt": "2026-10-15T16:26:38.593306+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 42830,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21387,
|
|
"successRate": 0.49934625262666354,
|
|
"wilsonLowerBound": 0.4946111781561442
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 57393,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15438,
|
|
"successRate": 0.26898750718728764,
|
|
"wilsonLowerBound": 0.2653751594784453
|
|
},
|
|
"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": 4731,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1456,
|
|
"successRate": 0.3077573451701543,
|
|
"wilsonLowerBound": 0.2947650905753094
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 37646,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17829,
|
|
"successRate": 0.4735961323912235,
|
|
"wilsonLowerBound": 0.4685552551953019
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40186,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11064,
|
|
"successRate": 0.2753197631015777,
|
|
"wilsonLowerBound": 0.27097411994205806
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 13333,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5561,
|
|
"successRate": 0.41708542713567837,
|
|
"wilsonLowerBound": 0.4087408354916085
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64231,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12097,
|
|
"successRate": 0.18833585029035824,
|
|
"wilsonLowerBound": 0.18533082452051222
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 32121,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6880,
|
|
"successRate": 0.214190093708166,
|
|
"wilsonLowerBound": 0.20973778275463725
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8064,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 112,
|
|
"successRate": 0.013888888888888888,
|
|
"wilsonLowerBound": 0.011556163337059533
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26704,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3286,
|
|
"successRate": 0.12305272618334331,
|
|
"wilsonLowerBound": 0.11916681904419937
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16513,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.1014957911948162,
|
|
"wilsonLowerBound": 0.09698204696318485
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 16366,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6412,
|
|
"successRate": 0.3917878528656972,
|
|
"wilsonLowerBound": 0.3843351803713601
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24793,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3808,
|
|
"successRate": 0.15359173960392047,
|
|
"wilsonLowerBound": 0.14915730320704154
|
|
},
|
|
"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": 53232,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13406,
|
|
"successRate": 0.2518409978960024,
|
|
"wilsonLowerBound": 0.24817151360546222
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 24869,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3162,
|
|
"successRate": 0.12714624633077326,
|
|
"wilsonLowerBound": 0.12306328479707554
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87054,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11225216532267328,
|
|
"wilsonLowerBound": 0.11017222561560834
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 47582,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5610,
|
|
"successRate": 0.11790172754402925,
|
|
"wilsonLowerBound": 0.11503482791615098
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 48948,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3738,
|
|
"successRate": 0.07636675655797989,
|
|
"wilsonLowerBound": 0.07404702953957129
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94399,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23678,
|
|
"successRate": 0.25082892827254527,
|
|
"wilsonLowerBound": 0.24807374558407655
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5610,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 588,
|
|
"successRate": 0.10481283422459893,
|
|
"wilsonLowerBound": 0.09706579419990673
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112886,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16535,
|
|
"successRate": 0.1464752050741456,
|
|
"wilsonLowerBound": 0.14442458247913992
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 192,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.005208333333333333,
|
|
"wilsonLowerBound": 0.0009199674643243829
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 24422,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4068,
|
|
"successRate": 0.16657112439603636,
|
|
"wilsonLowerBound": 0.16195059704773282
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43896,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5694,
|
|
"successRate": 0.1297156916347731,
|
|
"wilsonLowerBound": 0.12660487655043867
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8289,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 793,
|
|
"successRate": 0.09566895886114127,
|
|
"wilsonLowerBound": 0.08952276449994838
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 34861,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6938,
|
|
"successRate": 0.19901896101660882,
|
|
"wilsonLowerBound": 0.19486096549528553
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61529,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12427,
|
|
"successRate": 0.2019698028571893,
|
|
"wilsonLowerBound": 0.19881619201220763
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 16893,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4761,
|
|
"successRate": 0.2818327117741076,
|
|
"wilsonLowerBound": 0.2750985073718142
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15741,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3809,
|
|
"successRate": 0.24197954386633633,
|
|
"wilsonLowerBound": 0.2353523472002446
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68639,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18886,
|
|
"successRate": 0.2751496962368333,
|
|
"wilsonLowerBound": 0.27182132822198124
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1208,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 726,
|
|
"successRate": 0.6009933774834437,
|
|
"wilsonLowerBound": 0.5731000141429589
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48493,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.4481059121935125,
|
|
"wilsonLowerBound": 0.4436839583998983
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40340,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4959,
|
|
"successRate": 0.1229300941993059,
|
|
"wilsonLowerBound": 0.11976164213937637
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1131,
|
|
"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": 10095,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 763,
|
|
"successRate": 0.07558197127290738,
|
|
"wilsonLowerBound": 0.07058547789168144
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7513,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3292,
|
|
"successRate": 0.4381738320244909,
|
|
"wilsonLowerBound": 0.4269887501464896
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7425,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.032996632996632996,
|
|
"wilsonLowerBound": 0.029168915973438132
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18793,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5477,
|
|
"successRate": 0.2914383014952376,
|
|
"wilsonLowerBound": 0.2849843411916488
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28666,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14674,
|
|
"successRate": 0.5118956254796623,
|
|
"wilsonLowerBound": 0.5061078707125074
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67763,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7283,
|
|
"successRate": 0.1074775319864823,
|
|
"wilsonLowerBound": 0.10516774539586127
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13898,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2383,
|
|
"successRate": 0.17146351993092532,
|
|
"wilsonLowerBound": 0.1652880647127312
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-15T16:53:24.948146+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1281.2977099236641,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.9408261269365391,
|
|
"queueFactor": 0.9554014548268956,
|
|
"queueWeight": 0.9554014548268956,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.22137404580152673,
|
|
"recentTerminal": 131,
|
|
"recentWilsonLowerBound": 0.15878744351340543,
|
|
"running": 7,
|
|
"selectionWeight": 0.898866650414323,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.833333333333332,
|
|
"waiting": 27975
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1139.7108433734938,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9723311600925856,
|
|
"queueWeight": 0.9723311600925856,
|
|
"recentSuccess": 52,
|
|
"recentSuccessRate": 0.3132530120481928,
|
|
"recentTerminal": 166,
|
|
"recentWilsonLowerBound": 0.24759346316307623,
|
|
"running": 5,
|
|
"selectionWeight": 2.430827900231464,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.666666666666668,
|
|
"waiting": 31532
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 148.47058823529412,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.07034563192846907,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.0784313725490196,
|
|
"recentTerminal": 204,
|
|
"recentWilsonLowerBound": 0.04885108703114439,
|
|
"running": 5,
|
|
"selectionWeight": 0.0914493215070098,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 34.0,
|
|
"waiting": 5048
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 892.9043478260869,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.46704662020425386,
|
|
"queueFactor": 1.008585372035197,
|
|
"queueWeight": 1.008585372035197,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.17391304347826086,
|
|
"recentTerminal": 115,
|
|
"recentWilsonLowerBound": 0.11549589521930297,
|
|
"running": 7,
|
|
"selectionWeight": 0.4710563891964887,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.166666666666668,
|
|
"waiting": 17114
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 339.3496932515337,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.5738182569158766,
|
|
"queueFactor": 1.1661013190553278,
|
|
"queueWeight": 1.1661013190553278,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.17791411042944785,
|
|
"recentTerminal": 163,
|
|
"recentWilsonLowerBound": 0.12682630361869113,
|
|
"running": 7,
|
|
"selectionWeight": 0.6691302262876326,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.166666666666668,
|
|
"waiting": 9219
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 40.6694045174538,
|
|
"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": 0.014373716632443531,
|
|
"recentTerminal": 487,
|
|
"recentWilsonLowerBound": 0.0069796039468069705,
|
|
"running": 7,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 81.16666666666667,
|
|
"waiting": 3301
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 108.62168674698795,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05899223917194178,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.06506024096385542,
|
|
"recentTerminal": 415,
|
|
"recentWilsonLowerBound": 0.045094933707250096,
|
|
"running": 7,
|
|
"selectionWeight": 0.07668991092352431,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 69.16666666666667,
|
|
"waiting": 7513
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2610.6486486486483,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.1636256698852434,
|
|
"queueFactor": 0.8586598213576511,
|
|
"queueWeight": 0.8586598213576511,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.2972972972972973,
|
|
"recentTerminal": 37,
|
|
"recentWilsonLowerBound": 0.174893023464082,
|
|
"running": 2,
|
|
"selectionWeight": 0.9991586098308401,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.166666666666667,
|
|
"waiting": 16099
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 452.9230769230769,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.0063306232908413,
|
|
"queueFactor": 1.11668257256189,
|
|
"queueWeight": 1.11668257256189,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.23076923076923078,
|
|
"recentTerminal": 117,
|
|
"recentWilsonLowerBound": 0.1637205217381598,
|
|
"running": 7,
|
|
"selectionWeight": 1.123751869264227,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.5,
|
|
"waiting": 8832
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 517.6279069767442,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 1.7204684943525375,
|
|
"queueFactor": 1.0945377717789084,
|
|
"queueWeight": 1.0945377717789084,
|
|
"recentSuccess": 36,
|
|
"recentSuccessRate": 0.27906976744186046,
|
|
"recentTerminal": 129,
|
|
"recentWilsonLowerBound": 0.2089149405617349,
|
|
"running": 3,
|
|
"selectionWeight": 1.8831177522244398,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.5,
|
|
"waiting": 11129
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2825.890909090909,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.7548964974114805,
|
|
"queueFactor": 0.848516119036057,
|
|
"queueWeight": 0.848516119036057,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.23636363636363636,
|
|
"recentTerminal": 55,
|
|
"recentWilsonLowerBound": 0.1436652158745749,
|
|
"running": 4,
|
|
"selectionWeight": 0.6405418462575022,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 9.166666666666666,
|
|
"waiting": 25904
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2559.906976744186,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.07634803349515122,
|
|
"queueFactor": 0.8611915862429095,
|
|
"queueWeight": 0.8611915862429095,
|
|
"recentSuccess": 5,
|
|
"recentSuccessRate": 0.11627906976744186,
|
|
"recentTerminal": 43,
|
|
"recentWilsonLowerBound": 0.050703529948620846,
|
|
"running": 2,
|
|
"selectionWeight": 0.06575028407221606,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.166666666666667,
|
|
"waiting": 18346
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 997.6363636363636,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9919449371646405,
|
|
"queueWeight": 0.9919449371646405,
|
|
"recentSuccess": 4,
|
|
"recentSuccessRate": 0.04040404040404041,
|
|
"recentTerminal": 99,
|
|
"recentWilsonLowerBound": 0.015822382974672183,
|
|
"running": 14,
|
|
"selectionWeight": 0.049597246858232025,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 16.5,
|
|
"waiting": 16461
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1284.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 2.428264422283849,
|
|
"queueFactor": 0.9550995758389709,
|
|
"queueWeight": 0.9550995758389709,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.3269230769230769,
|
|
"recentTerminal": 104,
|
|
"recentWilsonLowerBound": 0.24433849092767745,
|
|
"running": 6,
|
|
"selectionWeight": 2.319234319748168,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.333333333333332,
|
|
"waiting": 22256
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-15T16:53:24.948146+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-15T16:53:24.948146+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_bi-150",
|
|
"Biren_166m",
|
|
"Ascend_910-b4",
|
|
"hygon_k100-ai",
|
|
"MetaX_c-500",
|
|
"Ascend_910-b3",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|