782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-10T08:58:39.462602+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-10T08:58:39.462602+00:00",
|
|
"frameworkAttemptedAt": "2026-10-10T07:29:46.991502+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 41913,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20756,
|
|
"successRate": 0.4952162813446902,
|
|
"wilsonLowerBound": 0.49043028742450373
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 56106,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15297,
|
|
"successRate": 0.27264463693722596,
|
|
"wilsonLowerBound": 0.26897541734804775
|
|
},
|
|
"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": 4221,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1267,
|
|
"successRate": 0.30016583747927034,
|
|
"wilsonLowerBound": 0.2865256812404507
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 36693,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17187,
|
|
"successRate": 0.4683999672962145,
|
|
"wilsonLowerBound": 0.4632977228375229
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39628,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 10995,
|
|
"successRate": 0.2774553346118906,
|
|
"wilsonLowerBound": 0.27306863789875013
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12495,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5255,
|
|
"successRate": 0.42056822729091636,
|
|
"wilsonLowerBound": 0.4119381348279238
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64211,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12096,
|
|
"successRate": 0.1883789381881609,
|
|
"wilsonLowerBound": 0.18537317918882054
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 29033,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6300,
|
|
"successRate": 0.21699445458616057,
|
|
"wilsonLowerBound": 0.21229055032992292
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7626,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 103,
|
|
"successRate": 0.013506425386834513,
|
|
"wilsonLowerBound": 0.011149721830591139
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26612,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3269,
|
|
"successRate": 0.12283932060724485,
|
|
"wilsonLowerBound": 0.11894976977717306
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16505,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10154498636776735,
|
|
"wilsonLowerBound": 0.09702916946724117
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 15326,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6068,
|
|
"successRate": 0.39592848753751797,
|
|
"wilsonLowerBound": 0.3882127619846015
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24706,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3806,
|
|
"successRate": 0.15405164737310775,
|
|
"wilsonLowerBound": 0.14960393208736786
|
|
},
|
|
"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": 51112,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12851,
|
|
"successRate": 0.2514282360306777,
|
|
"wilsonLowerBound": 0.24768588203209174
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 23848,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3127,
|
|
"successRate": 0.13112210667561222,
|
|
"wilsonLowerBound": 0.12689747163100207
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 86979,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9771,
|
|
"successRate": 0.1123374607663919,
|
|
"wilsonLowerBound": 0.1102559320853489
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 45917,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5530,
|
|
"successRate": 0.12043469738876669,
|
|
"wilsonLowerBound": 0.11748940352604008
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 46010,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3649,
|
|
"successRate": 0.07930884590306456,
|
|
"wilsonLowerBound": 0.07687467020950307
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 92503,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23119,
|
|
"successRate": 0.24992702939364128,
|
|
"wilsonLowerBound": 0.24714724526172824
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5521,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 583,
|
|
"successRate": 0.10559681217170802,
|
|
"wilsonLowerBound": 0.09776262346075357
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112848,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16530,
|
|
"successRate": 0.14648022118247553,
|
|
"wilsonLowerBound": 0.14442922595225255
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 55,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.01818181818181818,
|
|
"wilsonLowerBound": 0.0032166975922527864
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 22862,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3956,
|
|
"successRate": 0.17303822937625754,
|
|
"wilsonLowerBound": 0.1681896914490327
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43600,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5671,
|
|
"successRate": 0.13006880733944953,
|
|
"wilsonLowerBound": 0.12694388094171583
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7921,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 745,
|
|
"successRate": 0.09405378108824643,
|
|
"wilsonLowerBound": 0.08782067439260924
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 34072,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6702,
|
|
"successRate": 0.1967011035454332,
|
|
"wilsonLowerBound": 0.19251455248856156
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61469,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12420,
|
|
"successRate": 0.20205306739982756,
|
|
"wilsonLowerBound": 0.19889743324247072
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 14837,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4228,
|
|
"successRate": 0.2849632675069084,
|
|
"wilsonLowerBound": 0.27775622921991017
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15204,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3722,
|
|
"successRate": 0.24480399894764535,
|
|
"wilsonLowerBound": 0.23803437306084016
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67247,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18528,
|
|
"successRate": 0.27552158460600473,
|
|
"wilsonLowerBound": 0.2721576422574394
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 840,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 506,
|
|
"successRate": 0.6023809523809524,
|
|
"wilsonLowerBound": 0.5688902235092256
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48245,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21617,
|
|
"successRate": 0.4480671572183646,
|
|
"wilsonLowerBound": 0.44363390327653096
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39466,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4682,
|
|
"successRate": 0.11863376070541733,
|
|
"wilsonLowerBound": 0.11548055259290799
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1035,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6286,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030544066178810055,
|
|
"wilsonLowerBound": 0.02656844784963345
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10078,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 759,
|
|
"successRate": 0.07531256201627307,
|
|
"wilsonLowerBound": 0.07032053867780093
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7166,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3137,
|
|
"successRate": 0.43776165224672065,
|
|
"wilsonLowerBound": 0.4263112896899593
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7416,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 244,
|
|
"successRate": 0.03290183387270766,
|
|
"wilsonLowerBound": 0.029077614020079336
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17530,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5218,
|
|
"successRate": 0.29766115231032514,
|
|
"wilsonLowerBound": 0.2909374696139977
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28141,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14370,
|
|
"successRate": 0.51064283429871,
|
|
"wilsonLowerBound": 0.5048011741196732
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 66933,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7107,
|
|
"successRate": 0.10618080767334499,
|
|
"wilsonLowerBound": 0.10386945881483124
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13544,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2206,
|
|
"successRate": 0.16287655050206734,
|
|
"wilsonLowerBound": 0.15675349091990512
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-10T09:05:48.854870+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1213.9130434782608,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.1633048720476895,
|
|
"queueFactor": 0.9615004173659586,
|
|
"queueWeight": 0.9615004173659586,
|
|
"recentSuccess": 47,
|
|
"recentSuccessRate": 0.34057971014492755,
|
|
"recentTerminal": 138,
|
|
"recentWilsonLowerBound": 0.26678692544463495,
|
|
"running": 8,
|
|
"selectionWeight": 1.1185181199977066,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.0,
|
|
"waiting": 27920
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1495.1707317073171,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9319100508658479,
|
|
"queueWeight": 0.9319100508658479,
|
|
"recentSuccess": 57,
|
|
"recentSuccessRate": 0.4634146341463415,
|
|
"recentTerminal": 123,
|
|
"recentWilsonLowerBound": 0.37773363767576046,
|
|
"running": 8,
|
|
"selectionWeight": 2.32977512716462,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.5,
|
|
"waiting": 30651
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 141.70212765957447,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.09964271696004277,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.1276595744680851,
|
|
"recentTerminal": 188,
|
|
"recentWilsonLowerBound": 0.08730755398545642,
|
|
"running": 8,
|
|
"selectionWeight": 0.12953553204805562,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 31.333333333333332,
|
|
"waiting": 4440
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1316.64,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.7152349865890146,
|
|
"queueFactor": 0.9498555333474455,
|
|
"queueWeight": 0.9498555333474455,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.30666666666666664,
|
|
"recentTerminal": 75,
|
|
"recentWilsonLowerBound": 0.21386719822895708,
|
|
"running": 7,
|
|
"selectionWeight": 0.6793699096552616,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.5,
|
|
"waiting": 16458
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 406.37593984962405,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.427965668589717,
|
|
"queueFactor": 1.1330221906034244,
|
|
"queueWeight": 1.1330221906034244,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.23308270676691728,
|
|
"recentTerminal": 133,
|
|
"recentWilsonLowerBound": 0.1693411263341765,
|
|
"running": 7,
|
|
"selectionWeight": 0.4848945993285803,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.166666666666668,
|
|
"waiting": 9008
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 61.41269841269841,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 0,
|
|
"recentSuccessRate": 0.0,
|
|
"recentTerminal": 378,
|
|
"recentWilsonLowerBound": 0.0,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 63.0,
|
|
"waiting": 3869
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 180.85714285714283,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.3456216986619299,
|
|
"queueFactor": 1.2793143280847548,
|
|
"queueWeight": 1.2793143280847548,
|
|
"recentSuccess": 45,
|
|
"recentSuccessRate": 0.20089285714285715,
|
|
"recentTerminal": 224,
|
|
"recentWilsonLowerBound": 0.15366572909674223,
|
|
"running": 4,
|
|
"selectionWeight": 0.4421587911951984,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 37.333333333333336,
|
|
"waiting": 6752
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 1932.875,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.4077547887065678,
|
|
"queueFactor": 0.896699749526109,
|
|
"queueWeight": 0.896699749526109,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.2708333333333333,
|
|
"recentTerminal": 48,
|
|
"recentWilsonLowerBound": 0.16565803561632889,
|
|
"running": 2,
|
|
"selectionWeight": 0.36563361690125085,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.0,
|
|
"waiting": 15463
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 477.13761467889907,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.34067796974084513,
|
|
"queueFactor": 1.1060660586170306,
|
|
"queueWeight": 1.1060660586170306,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.22018348623853212,
|
|
"recentTerminal": 109,
|
|
"recentWilsonLowerBound": 0.1526627048081528,
|
|
"running": 8,
|
|
"selectionWeight": 0.37681233924890856,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.166666666666668,
|
|
"waiting": 8668
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 553.2521739130434,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.4552311273554093,
|
|
"queueFactor": 1.0817804894481884,
|
|
"queueWeight": 1.0817804894481884,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.24347826086956523,
|
|
"recentTerminal": 115,
|
|
"recentWilsonLowerBound": 0.17416253017380065,
|
|
"running": 4,
|
|
"selectionWeight": 0.4924601517625853,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.166666666666668,
|
|
"waiting": 10604
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 3007.4666666666667,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.108147224161299,
|
|
"queueFactor": 0.8391652481962908,
|
|
"queueWeight": 0.8391652481962908,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.4888888888888889,
|
|
"recentTerminal": 45,
|
|
"recentWilsonLowerBound": 0.3495678935302451,
|
|
"running": 4,
|
|
"selectionWeight": 1.769083888597638,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.5,
|
|
"waiting": 22556
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2613.45,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.21240328269233846,
|
|
"queueFactor": 0.857028934239999,
|
|
"queueWeight": 0.857028934239999,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.225,
|
|
"recentTerminal": 40,
|
|
"recentWilsonLowerBound": 0.12315953254678531,
|
|
"running": 2,
|
|
"selectionWeight": 0.18203575899489208,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 6.666666666666667,
|
|
"waiting": 17423
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 742.8480000000001,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.3418790187455578,
|
|
"queueFactor": 1.0350054103600803,
|
|
"queueWeight": 1.0350054103600803,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.216,
|
|
"recentTerminal": 125,
|
|
"recentWilsonLowerBound": 0.15290710972320587,
|
|
"running": 16,
|
|
"selectionWeight": 0.35384663409024764,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.833333333333332,
|
|
"waiting": 15476
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1125.8857142857144,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.6152610632185371,
|
|
"queueFactor": 0.9724190707371398,
|
|
"queueWeight": 0.9724190707371398,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.2761904761904762,
|
|
"recentTerminal": 105,
|
|
"recentWilsonLowerBound": 0.19972009427826307,
|
|
"running": 6,
|
|
"selectionWeight": 0.5982915913557145,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.5,
|
|
"waiting": 19703
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-10T08:58:39.462602+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-10T08:58:39.462602+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b4",
|
|
"Ascend_910-b3",
|
|
"hygon_k100-ai",
|
|
"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
|
|
}
|