782 lines
25 KiB
JSON
782 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-10T10:57:56.368525+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-10T10:57:56.368525+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": "2026-10-10T11:04:10.078698+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1170.7552447552448,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.9565298620648442,
|
|
"queueFactor": 0.963359546324579,
|
|
"queueWeight": 0.963359546324579,
|
|
"recentSuccess": 41,
|
|
"recentSuccessRate": 0.2867132867132867,
|
|
"recentTerminal": 143,
|
|
"recentWilsonLowerBound": 0.2189351892355547,
|
|
"running": 8,
|
|
"selectionWeight": 0.9214821739647004,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.833333333333332,
|
|
"waiting": 27903
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1671.818181818182,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9132295704352638,
|
|
"queueWeight": 0.9132295704352638,
|
|
"recentSuccess": 47,
|
|
"recentSuccessRate": 0.42727272727272725,
|
|
"recentTerminal": 110,
|
|
"recentWilsonLowerBound": 0.33882136454071754,
|
|
"running": 8,
|
|
"selectionWeight": 2.2830739260881594,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.333333333333332,
|
|
"waiting": 30650
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 166.93491124260353,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.2652663331786476,
|
|
"queueFactor": 1.2902570672707574,
|
|
"queueWeight": 1.2902570672707574,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.17159763313609466,
|
|
"recentTerminal": 169,
|
|
"recentWilsonLowerBound": 0.12221550277461167,
|
|
"running": 8,
|
|
"selectionWeight": 0.3422617610927495,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 28.166666666666668,
|
|
"waiting": 4702
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1191.8313253012047,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.8071528825539641,
|
|
"queueFactor": 0.9607847535728369,
|
|
"queueWeight": 0.9607847535728369,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.2891566265060241,
|
|
"recentTerminal": 83,
|
|
"recentWilsonLowerBound": 0.20267311749093844,
|
|
"running": 7,
|
|
"selectionWeight": 0.7755001833602153,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.833333333333334,
|
|
"waiting": 16487
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 389.3525179856115,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.5795097029961411,
|
|
"queueFactor": 1.136336283400117,
|
|
"queueWeight": 1.136336283400117,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.23741007194244604,
|
|
"recentTerminal": 139,
|
|
"recentWilsonLowerBound": 0.17433688772270345,
|
|
"running": 7,
|
|
"selectionWeight": 0.6585179020969406,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.166666666666668,
|
|
"waiting": 9020
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 73.74814814814815,
|
|
"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": 0.0049382716049382715,
|
|
"recentTerminal": 405,
|
|
"recentWilsonLowerBound": 0.001355270082531604,
|
|
"running": 25,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 67.5,
|
|
"waiting": 4978
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 181.81673306772907,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.26782456321644105,
|
|
"queueFactor": 1.273835197163081,
|
|
"queueWeight": 1.273835197163081,
|
|
"recentSuccess": 41,
|
|
"recentSuccessRate": 0.16334661354581673,
|
|
"recentTerminal": 251,
|
|
"recentWilsonLowerBound": 0.12274984925605066,
|
|
"running": 52,
|
|
"selectionWeight": 0.3411643552899312,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 41.833333333333336,
|
|
"waiting": 7606
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2024.7391304347825,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.5715214744617151,
|
|
"queueFactor": 0.8873663601980475,
|
|
"queueWeight": 0.8873663601980475,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.2826086956521739,
|
|
"recentTerminal": 46,
|
|
"recentWilsonLowerBound": 0.1732404154491407,
|
|
"running": 2,
|
|
"selectionWeight": 0.5071489305681135,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.666666666666667,
|
|
"waiting": 15523
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 493.3142857142857,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.3285484039750023,
|
|
"queueFactor": 1.0967048607008258,
|
|
"queueWeight": 1.0967048607008258,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.2,
|
|
"recentTerminal": 105,
|
|
"recentWilsonLowerBound": 0.13469807905069028,
|
|
"running": 8,
|
|
"selectionWeight": 0.36032063161488354,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 17.5,
|
|
"waiting": 8633
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 665.0625,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 1.1468263096271394,
|
|
"queueFactor": 1.0486461170252097,
|
|
"queueWeight": 1.0486461170252097,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.3229166666666667,
|
|
"recentTerminal": 96,
|
|
"recentWilsonLowerBound": 0.23775702086652162,
|
|
"running": 4,
|
|
"selectionWeight": 1.2026149564928506,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.0,
|
|
"waiting": 10641
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2762.9387755102043,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.471058922234058,
|
|
"queueFactor": 0.8469399772856482,
|
|
"queueWeight": 0.8469399772856482,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.46938775510204084,
|
|
"recentTerminal": 49,
|
|
"recentWilsonLowerBound": 0.33703281897894777,
|
|
"running": 4,
|
|
"selectionWeight": 2.0928385874684117,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.166666666666666,
|
|
"waiting": 22564
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 3075.882352941176,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.7109674118616943,
|
|
"queueFactor": 0.8334179770571546,
|
|
"queueWeight": 0.8334179770571546,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.3235294117647059,
|
|
"recentTerminal": 34,
|
|
"recentWilsonLowerBound": 0.19131451326458573,
|
|
"running": 2,
|
|
"selectionWeight": 0.5925330221473342,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 5.666666666666667,
|
|
"waiting": 17430
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 788.5423728813558,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.9108589986118921,
|
|
"queueFactor": 1.0221969171520442,
|
|
"queueWeight": 1.0221969171520442,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.288135593220339,
|
|
"recentTerminal": 118,
|
|
"recentWilsonLowerBound": 0.21412021512201196,
|
|
"running": 16,
|
|
"selectionWeight": 0.9310772603412742,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.666666666666668,
|
|
"waiting": 15508
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1037.1130434782608,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.7573244158919556,
|
|
"queueFactor": 0.9810347874097164,
|
|
"queueWeight": 0.9810347874097164,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.26956521739130435,
|
|
"recentTerminal": 115,
|
|
"recentWilsonLowerBound": 0.1968870391761085,
|
|
"running": 7,
|
|
"selectionWeight": 0.7429615973447523,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.166666666666668,
|
|
"waiting": 19878
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-10T10:57:56.368525+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-10T10:57:56.368525+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
|
|
}
|