782 lines
25 KiB
JSON
782 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-10T10:06:00.398583+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-10T10:06:00.398583+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": "2026-10-10T10:19:53.367176+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1146.4520547945206,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.9300665269362552,
|
|
"queueFactor": 0.9637813367863257,
|
|
"queueWeight": 0.9637813367863257,
|
|
"recentSuccess": 46,
|
|
"recentSuccessRate": 0.3150684931506849,
|
|
"recentTerminal": 146,
|
|
"recentWilsonLowerBound": 0.2452770939862915,
|
|
"running": 9,
|
|
"selectionWeight": 0.8963807606308393,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.333333333333332,
|
|
"waiting": 27897
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1717.1775700934581,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9071092918778128,
|
|
"queueWeight": 0.9071092918778128,
|
|
"recentSuccess": 51,
|
|
"recentSuccessRate": 0.4766355140186916,
|
|
"recentTerminal": 107,
|
|
"recentWilsonLowerBound": 0.38445952569932146,
|
|
"running": 9,
|
|
"selectionWeight": 2.267773229694532,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.833333333333332,
|
|
"waiting": 30623
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 152.47826086956522,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.124385999811616,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.14130434782608695,
|
|
"recentTerminal": 184,
|
|
"recentWilsonLowerBound": 0.09828818248958197,
|
|
"running": 10,
|
|
"selectionWeight": 0.1617017997551008,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 30.666666666666668,
|
|
"waiting": 4676
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1249.8987341772151,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.5406789545252249,
|
|
"queueFactor": 0.9513726724448833,
|
|
"queueWeight": 0.9513726724448833,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.27848101265822783,
|
|
"recentTerminal": 79,
|
|
"recentWilsonLowerBound": 0.19168037554546477,
|
|
"running": 7,
|
|
"selectionWeight": 0.5143871819013687,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.166666666666666,
|
|
"waiting": 16457
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 372.53793103448277,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.5375053339435081,
|
|
"queueFactor": 1.1407916190564218,
|
|
"queueWeight": 1.1407916190564218,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.25517241379310346,
|
|
"recentTerminal": 145,
|
|
"recentWilsonLowerBound": 0.1911681428566342,
|
|
"running": 7,
|
|
"selectionWeight": 0.6131815801608772,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.166666666666668,
|
|
"waiting": 9003
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 80.40970350404312,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 2,
|
|
"recentSuccessRate": 0.005390835579514825,
|
|
"recentTerminal": 371,
|
|
"recentWilsonLowerBound": 0.001479577584023153,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 61.833333333333336,
|
|
"waiting": 4972
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 165.21774193548387,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.24963502069585003,
|
|
"queueFactor": 1.2887639947233576,
|
|
"queueWeight": 1.2887639947233576,
|
|
"recentSuccess": 44,
|
|
"recentSuccessRate": 0.1774193548387097,
|
|
"recentTerminal": 248,
|
|
"recentWilsonLowerBound": 0.13490149525325623,
|
|
"running": 13,
|
|
"selectionWeight": 0.32172062649483174,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 41.333333333333336,
|
|
"waiting": 6829
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 1859.1599999999999,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.3569611306483939,
|
|
"queueFactor": 0.8963639497801754,
|
|
"queueWeight": 0.8963639497801754,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.26,
|
|
"recentTerminal": 50,
|
|
"recentWilsonLowerBound": 0.15871379651367384,
|
|
"running": 2,
|
|
"selectionWeight": 0.3199670889859916,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.333333333333334,
|
|
"waiting": 15493
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 466.1621621621622,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.35080751892796047,
|
|
"queueFactor": 1.1030656070761455,
|
|
"queueWeight": 1.1030656070761455,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.22522522522522523,
|
|
"recentTerminal": 111,
|
|
"recentWilsonLowerBound": 0.15746423838098933,
|
|
"running": 9,
|
|
"selectionWeight": 0.3869637088331471,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.5,
|
|
"waiting": 8624
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 611.5384615384615,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.5000210950432855,
|
|
"queueFactor": 1.0590545495328767,
|
|
"queueWeight": 1.0590545495328767,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.25961538461538464,
|
|
"recentTerminal": 104,
|
|
"recentWilsonLowerBound": 0.1849887491976701,
|
|
"running": 5,
|
|
"selectionWeight": 0.5295496155680025,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.333333333333332,
|
|
"waiting": 10600
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2942.7391304347825,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.179110831290414,
|
|
"queueFactor": 0.8366987728782804,
|
|
"queueWeight": 0.8366987728782804,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.5,
|
|
"recentTerminal": 46,
|
|
"recentWilsonLowerBound": 0.3611870167007237,
|
|
"running": 4,
|
|
"selectionWeight": 1.823259358506459,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.666666666666667,
|
|
"waiting": 22561
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2751.4736842105262,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.3139423637519372,
|
|
"queueFactor": 0.8451758754923551,
|
|
"queueWeight": 0.8451758754923551,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.2631578947368421,
|
|
"recentTerminal": 38,
|
|
"recentWilsonLowerBound": 0.14971462389701298,
|
|
"running": 2,
|
|
"selectionWeight": 0.2653365121381829,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 6.333333333333333,
|
|
"waiting": 17426
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 760.7213114754098,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.689618344594788,
|
|
"queueFactor": 1.0249390953513666,
|
|
"queueWeight": 1.0249390953513666,
|
|
"recentSuccess": 35,
|
|
"recentSuccessRate": 0.28688524590163933,
|
|
"recentTerminal": 122,
|
|
"recentWilsonLowerBound": 0.21409630394923995,
|
|
"running": 16,
|
|
"selectionWeight": 0.706816802246689,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.333333333333332,
|
|
"waiting": 15468
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1032.2608695652173,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.5258551810653896,
|
|
"queueFactor": 0.9790693993522888,
|
|
"queueWeight": 0.9790693993522888,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.2608695652173913,
|
|
"recentTerminal": 115,
|
|
"recentWilsonLowerBound": 0.18927348744454853,
|
|
"running": 6,
|
|
"selectionWeight": 0.51484871627198,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.166666666666668,
|
|
"waiting": 19785
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-10T10:19:53.367176+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-10T10:19:53.367176+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
|
|
}
|