773 lines
24 KiB
JSON
773 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-09-30T19:50:25.666202+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-09-30T19:50:25.666202+00:00",
|
|
"frameworkAttemptedAt": "2026-09-30T14:06:32.456187+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 40297,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19595,
|
|
"successRate": 0.486264486190039,
|
|
"wilsonLowerBound": 0.4813859609251263
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 53974,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14978,
|
|
"successRate": 0.2775039833994145,
|
|
"wilsonLowerBound": 0.27374231846200514
|
|
},
|
|
"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": 3256,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 919,
|
|
"successRate": 0.28224815724815727,
|
|
"wilsonLowerBound": 0.2670514984199868
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 34830,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15922,
|
|
"successRate": 0.4571346540338788,
|
|
"wilsonLowerBound": 0.45190791191510427
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 38676,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 10847,
|
|
"successRate": 0.280458165270452,
|
|
"wilsonLowerBound": 0.2760030330638779
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 10876,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4552,
|
|
"successRate": 0.4185362265538801,
|
|
"wilsonLowerBound": 0.40929509759295823
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64141,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12092,
|
|
"successRate": 0.1885221621115979,
|
|
"wilsonLowerBound": 0.18551388209912542
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 24062,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4926,
|
|
"successRate": 0.20472113706258832,
|
|
"wilsonLowerBound": 0.1996700920070491
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7086,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 81,
|
|
"successRate": 0.01143099068585944,
|
|
"wilsonLowerBound": 0.009207123167413667
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26473,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3254,
|
|
"successRate": 0.12291768972160315,
|
|
"wilsonLowerBound": 0.11901698805184105
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16491,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10163119277181493,
|
|
"wilsonLowerBound": 0.09711174413917853
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 13321,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5445,
|
|
"successRate": 0.4087530966143683,
|
|
"wilsonLowerBound": 0.40043217750348314
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24483,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3796,
|
|
"successRate": 0.155046358697872,
|
|
"wilsonLowerBound": 0.15056661913453734
|
|
},
|
|
"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": 47431,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11806,
|
|
"successRate": 0.2489089414096266,
|
|
"wilsonLowerBound": 0.24503810994655498
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 23592,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3100,
|
|
"successRate": 0.13140047473719904,
|
|
"wilsonLowerBound": 0.12714938005904983
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 86820,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9767,
|
|
"successRate": 0.11249712047915227,
|
|
"wilsonLowerBound": 0.11041239222412472
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 43320,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5284,
|
|
"successRate": 0.12197599261311173,
|
|
"wilsonLowerBound": 0.1189276828009753
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 39242,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3551,
|
|
"successRate": 0.09048978135670965,
|
|
"wilsonLowerBound": 0.0876912539527556
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 90592,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 22107,
|
|
"successRate": 0.24402817025785942,
|
|
"wilsonLowerBound": 0.24124211759450565
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5417,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 580,
|
|
"successRate": 0.10707033413328411,
|
|
"wilsonLowerBound": 0.09911283141358335
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112757,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16526,
|
|
"successRate": 0.14656296283157585,
|
|
"wilsonLowerBound": 0.14451065946378644
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 20598,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3724,
|
|
"successRate": 0.1807942518691135,
|
|
"wilsonLowerBound": 0.1755982051766546
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43297,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5635,
|
|
"successRate": 0.13014758528304501,
|
|
"wilsonLowerBound": 0.12701103486523738
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7434,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 660,
|
|
"successRate": 0.08878127522195318,
|
|
"wilsonLowerBound": 0.08252613016665643
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 200,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 36,
|
|
"successRate": 0.18,
|
|
"wilsonLowerBound": 0.1329455066253411
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 32640,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6189,
|
|
"successRate": 0.1896139705882353,
|
|
"wilsonLowerBound": 0.18539791644848905
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61300,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12405,
|
|
"successRate": 0.20236541598694943,
|
|
"wilsonLowerBound": 0.1992036080298809
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 11295,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3318,
|
|
"successRate": 0.29375830013280213,
|
|
"wilsonLowerBound": 0.28542945279094356
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14430,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3614,
|
|
"successRate": 0.25045045045045045,
|
|
"wilsonLowerBound": 0.243448074111039
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64682,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17738,
|
|
"successRate": 0.27423394452861694,
|
|
"wilsonLowerBound": 0.27080929057542136
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 353,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 222,
|
|
"successRate": 0.6288951841359773,
|
|
"wilsonLowerBound": 0.5773631929281926
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 47468,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21026,
|
|
"successRate": 0.4429510407011039,
|
|
"wilsonLowerBound": 0.43848714653728676
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 38034,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4095,
|
|
"successRate": 0.10766682442025556,
|
|
"wilsonLowerBound": 0.10459123480293221
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 806,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6283,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030558650326277255,
|
|
"wilsonLowerBound": 0.02658115788279188
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10048,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 747,
|
|
"successRate": 0.07434315286624203,
|
|
"wilsonLowerBound": 0.069374887461707
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 6569,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2848,
|
|
"successRate": 0.4335515299132288,
|
|
"wilsonLowerBound": 0.42160966283706863
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7399,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 242,
|
|
"successRate": 0.03270712258413299,
|
|
"wilsonLowerBound": 0.028890483711308153
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 14784,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4765,
|
|
"successRate": 0.3223079004329004,
|
|
"wilsonLowerBound": 0.3148211386449185
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 27373,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13954,
|
|
"successRate": 0.5097724034632667,
|
|
"wilsonLowerBound": 0.5038492633394774
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64708,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6740,
|
|
"successRate": 0.10416022748346418,
|
|
"wilsonLowerBound": 0.10183002173967819
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13057,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2023,
|
|
"successRate": 0.15493604962855173,
|
|
"wilsonLowerBound": 0.14883100318641082
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-09-30T20:03:33.952964+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1062.4705882352941,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.2832021290647995,
|
|
"queueFactor": 0.8927905513762965,
|
|
"queueWeight": 0.8927905513762965,
|
|
"recentSuccess": 59,
|
|
"recentSuccessRate": 0.38562091503267976,
|
|
"recentTerminal": 153,
|
|
"recentWilsonLowerBound": 0.3121939475797486,
|
|
"running": 8,
|
|
"selectionWeight": 1.1456307363349998,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.5,
|
|
"waiting": 27093
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1824.6875,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.6746371803993036,
|
|
"queueFactor": 0.823225564014198,
|
|
"queueWeight": 0.823225564014198,
|
|
"recentSuccess": 43,
|
|
"recentSuccessRate": 0.4479166666666667,
|
|
"recentTerminal": 96,
|
|
"recentWilsonLowerBound": 0.3523559393364158,
|
|
"running": 8,
|
|
"selectionWeight": 1.378604137353363,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.0,
|
|
"waiting": 29195
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 23.81214421252372,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.027514231499051234,
|
|
"recentTerminal": 1054,
|
|
"recentWilsonLowerBound": 0.019224379730558436,
|
|
"running": 8,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 175.66666666666666,
|
|
"waiting": 4183
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 188.0040733197556,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.1576360268699273,
|
|
"queueWeight": 1.1576360268699273,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.04073319755600815,
|
|
"recentTerminal": 491,
|
|
"recentWilsonLowerBound": 0.026520679900228827,
|
|
"running": 7,
|
|
"selectionWeight": 0.05788180134349637,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 81.83333333333333,
|
|
"waiting": 15385
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 54.17737003058104,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.03058103975535168,
|
|
"recentTerminal": 981,
|
|
"recentWilsonLowerBound": 0.021503714433585418,
|
|
"running": 7,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 163.5,
|
|
"waiting": 8858
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 29.825503355704697,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.013422818791946308,
|
|
"recentTerminal": 447,
|
|
"recentWilsonLowerBound": 0.006165844834968663,
|
|
"running": 26,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 74.5,
|
|
"waiting": 2222
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 99.73548387096774,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.16989898005552773,
|
|
"queueFactor": 1.2731209594332278,
|
|
"queueWeight": 1.2731209594332278,
|
|
"recentSuccess": 50,
|
|
"recentSuccessRate": 0.16129032258064516,
|
|
"recentTerminal": 310,
|
|
"recentWilsonLowerBound": 0.12453349056428899,
|
|
"running": 9,
|
|
"selectionWeight": 0.2163019524950203,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 51.666666666666664,
|
|
"waiting": 5153
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 197.5983263598326,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.1490254116612315,
|
|
"queueWeight": 1.1490254116612315,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.027196652719665274,
|
|
"recentTerminal": 478,
|
|
"recentWilsonLowerBound": 0.015961383948411324,
|
|
"running": 2,
|
|
"selectionWeight": 0.05745127058306158,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 79.66666666666667,
|
|
"waiting": 15742
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 23.287925696594428,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.017543859649122806,
|
|
"recentTerminal": 1938,
|
|
"recentWilsonLowerBound": 0.012581425503341579,
|
|
"running": 8,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 323.0,
|
|
"waiting": 7522
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 800.126582278481,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.5558815771600926,
|
|
"queueFactor": 0.9315867823557208,
|
|
"queueWeight": 0.9315867823557208,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.3037974683544304,
|
|
"recentTerminal": 79,
|
|
"recentWilsonLowerBound": 0.21344318939311352,
|
|
"running": 5,
|
|
"selectionWeight": 0.5178519298373939,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.166666666666666,
|
|
"waiting": 10535
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2751.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.7740580549015689,
|
|
"queueWeight": 0.7740580549015689,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.5625,
|
|
"recentTerminal": 48,
|
|
"recentWilsonLowerBound": 0.4227477150100165,
|
|
"running": 4,
|
|
"selectionWeight": 1.9351451372539221,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.0,
|
|
"waiting": 22008
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 5328.631578947368,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.6640908565541216,
|
|
"queueFactor": 0.7009786145656866,
|
|
"queueWeight": 0.7009786145656866,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.42105263157894735,
|
|
"recentTerminal": 19,
|
|
"recentWilsonLowerBound": 0.2314162039203038,
|
|
"running": 2,
|
|
"selectionWeight": 0.46551348857304825,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 3.1666666666666665,
|
|
"waiting": 16874
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1227.52,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.11475798253176983,
|
|
"queueFactor": 0.8736607726436161,
|
|
"queueWeight": 0.8736607726436161,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.17333333333333334,
|
|
"recentTerminal": 75,
|
|
"recentWilsonLowerBound": 0.10419048023286545,
|
|
"running": 16,
|
|
"selectionWeight": 0.10025954768572863,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 12.5,
|
|
"waiting": 15344
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1135.1515151515152,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 1.048699236646772,
|
|
"queueFactor": 0.8839730971343563,
|
|
"queueWeight": 0.8839730971343563,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.37373737373737376,
|
|
"recentTerminal": 99,
|
|
"recentWilsonLowerBound": 0.28483033657505374,
|
|
"running": 7,
|
|
"selectionWeight": 0.9270219121810823,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.5,
|
|
"waiting": 18730
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-09-30T19:59:54.763058+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-09-30T19:59:54.763058+00:00",
|
|
"supportedGpus": [
|
|
"Vastai_va16",
|
|
"Cambricon_mlu-370-x4",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_mrv-100",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b4",
|
|
"hygon_k100-ai",
|
|
"Ascend_910-b3",
|
|
"MetaX_c-500",
|
|
"Sunrise_pt-200-x1",
|
|
"Biren_166m",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|