782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-10T04:13:49.353268+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-10T04:13:49.353268+00:00",
|
|
"frameworkAttemptedAt": "2026-10-10T02:17:10.668899+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 41882,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20735,
|
|
"successRate": 0.4950814192254429,
|
|
"wilsonLowerBound": 0.490293679621033
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 56061,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15293,
|
|
"successRate": 0.27279213713633366,
|
|
"wilsonLowerBound": 0.2691208183687658
|
|
},
|
|
"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": 4207,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1261,
|
|
"successRate": 0.299738531019729,
|
|
"wilsonLowerBound": 0.28608203557616674
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 36651,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17159,
|
|
"successRate": 0.4681727647267469,
|
|
"wilsonLowerBound": 0.46306777148598294
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39613,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 10991,
|
|
"successRate": 0.2774594198874107,
|
|
"wilsonLowerBound": 0.27307187646756
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12464,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5242,
|
|
"successRate": 0.4205712451861361,
|
|
"wilsonLowerBound": 0.4119304513007424
|
|
}
|
|
},
|
|
"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": 28917,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6270,
|
|
"successRate": 0.2168274717294325,
|
|
"wilsonLowerBound": 0.21211556179053054
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7612,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 103,
|
|
"successRate": 0.013531266421439831,
|
|
"wilsonLowerBound": 0.011170250578487015
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26603,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3268,
|
|
"successRate": 0.12284328835093787,
|
|
"wilsonLowerBound": 0.11895303348065779
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16504,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10155113911778962,
|
|
"wilsonLowerBound": 0.09703506300045812
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 15273,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6052,
|
|
"successRate": 0.39625482878281937,
|
|
"wilsonLowerBound": 0.38852459460937305
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24701,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3806,
|
|
"successRate": 0.15408283065462935,
|
|
"wilsonLowerBound": 0.14963429330888384
|
|
},
|
|
"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": 51023,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12826,
|
|
"successRate": 0.2513768300570331,
|
|
"wilsonLowerBound": 0.24763148947469338
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 23843,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3126,
|
|
"successRate": 0.13110766262634735,
|
|
"wilsonLowerBound": 0.126882793491335
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 86972,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9771,
|
|
"successRate": 0.11234650232258658,
|
|
"wilsonLowerBound": 0.11026481640427387
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 45863,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5515,
|
|
"successRate": 0.12024943854523254,
|
|
"wilsonLowerBound": 0.11730442354267737
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 45853,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3648,
|
|
"successRate": 0.07955858940527337,
|
|
"wilsonLowerBound": 0.07711673427743596
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 92464,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23099,
|
|
"successRate": 0.24981614466170618,
|
|
"wilsonLowerBound": 0.24703619407122826
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5521,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 583,
|
|
"successRate": 0.10559681217170802,
|
|
"wilsonLowerBound": 0.09776262346075357
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112846,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16530,
|
|
"successRate": 0.14648281729082113,
|
|
"wilsonLowerBound": 0.14443178876047075
|
|
},
|
|
"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": 22821,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3944,
|
|
"successRate": 0.1728232768064502,
|
|
"wilsonLowerBound": 0.16797288229607396
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43598,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5671,
|
|
"successRate": 0.13007477407220513,
|
|
"wilsonLowerBound": 0.12694971463645993
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7911,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 739,
|
|
"successRate": 0.09341423334597396,
|
|
"wilsonLowerBound": 0.08719724252136667
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 34044,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6685,
|
|
"successRate": 0.19636352954999411,
|
|
"wilsonLowerBound": 0.19217804739959074
|
|
}
|
|
},
|
|
"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": 14788,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4216,
|
|
"successRate": 0.2850960238030836,
|
|
"wilsonLowerBound": 0.2778760968139733
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15201,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3722,
|
|
"successRate": 0.24485231234787186,
|
|
"wilsonLowerBound": 0.23808155714566379
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67189,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18518,
|
|
"successRate": 0.2756105910193633,
|
|
"wilsonLowerBound": 0.2722448595168387
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 828,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 498,
|
|
"successRate": 0.6014492753623188,
|
|
"wilsonLowerBound": 0.5677056068454613
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48229,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21602,
|
|
"successRate": 0.44790478757593977,
|
|
"wilsonLowerBound": 0.44347096355798155
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39438,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4670,
|
|
"successRate": 0.11841371266291394,
|
|
"wilsonLowerBound": 0.11526198257690201
|
|
},
|
|
"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": 7154,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3131,
|
|
"successRate": 0.437657254682695,
|
|
"wilsonLowerBound": 0.42619768539694874
|
|
}
|
|
},
|
|
"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": 17468,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5199,
|
|
"successRate": 0.29762995191206776,
|
|
"wilsonLowerBound": 0.29089463983613106
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28121,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14359,
|
|
"successRate": 0.5106148429998933,
|
|
"wilsonLowerBound": 0.5047711024953137
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 66909,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7100,
|
|
"successRate": 0.10611427461178616,
|
|
"wilsonLowerBound": 0.10380316363670833
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13533,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2200,
|
|
"successRate": 0.16256558043301558,
|
|
"wilsonLowerBound": 0.15644494497346914
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-10T04:25:42.382102+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1220.3649635036497,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.9184648726841032,
|
|
"queueFactor": 0.9555921380134024,
|
|
"queueWeight": 0.9555921380134024,
|
|
"recentSuccess": 43,
|
|
"recentSuccessRate": 0.31386861313868614,
|
|
"recentTerminal": 137,
|
|
"recentWilsonLowerBound": 0.24213533131272647,
|
|
"running": 8,
|
|
"selectionWeight": 0.8776778113784095,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.833333333333332,
|
|
"waiting": 27865
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1379.8195488721803,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.0352114567671657,
|
|
"queueFactor": 0.9381508654719913,
|
|
"queueWeight": 0.9381508654719913,
|
|
"recentSuccess": 57,
|
|
"recentSuccessRate": 0.42857142857142855,
|
|
"recentTerminal": 133,
|
|
"recentWilsonLowerBound": 0.3476361863493269,
|
|
"running": 8,
|
|
"selectionWeight": 1.9093353895846288,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.166666666666668,
|
|
"waiting": 30586
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 140.85082872928177,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.14487613589731638,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.14917127071823205,
|
|
"recentTerminal": 181,
|
|
"recentWilsonLowerBound": 0.10458823825843333,
|
|
"running": 8,
|
|
"selectionWeight": 0.1883389766665113,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 30.166666666666668,
|
|
"waiting": 4249
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1735.3684210526317,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.48298250681738286,
|
|
"queueFactor": 0.906436268052699,
|
|
"queueWeight": 0.906436268052699,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.2807017543859649,
|
|
"recentTerminal": 57,
|
|
"recentWilsonLowerBound": 0.18079248284972232,
|
|
"running": 7,
|
|
"selectionWeight": 0.4377928610142858,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 9.5,
|
|
"waiting": 16486
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 475.60714285714283,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.4725211208987276,
|
|
"queueFactor": 1.100674163706665,
|
|
"queueWeight": 1.100674163706665,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.25,
|
|
"recentTerminal": 112,
|
|
"recentWilsonLowerBound": 0.17900186747034863,
|
|
"running": 7,
|
|
"selectionWeight": 0.520091789578943,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.666666666666668,
|
|
"waiting": 8878
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 52.91623036649215,
|
|
"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": 0.015706806282722512,
|
|
"recentTerminal": 382,
|
|
"recentWilsonLowerBound": 0.007217837669339257,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 63.666666666666664,
|
|
"waiting": 3369
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 118.3953488372093,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.09555899564770284,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 40,
|
|
"recentSuccessRate": 0.11627906976744186,
|
|
"recentTerminal": 344,
|
|
"recentWilsonLowerBound": 0.08656353713583924,
|
|
"running": 7,
|
|
"selectionWeight": 0.12422669434201371,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 57.333333333333336,
|
|
"waiting": 6788
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2258.9268292682927,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.35383243383667495,
|
|
"queueFactor": 0.871285934400643,
|
|
"queueWeight": 0.871285934400643,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.2682926829268293,
|
|
"recentTerminal": 41,
|
|
"recentWilsonLowerBound": 0.15694805281336685,
|
|
"running": 2,
|
|
"selectionWeight": 0.308289222736641,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.833333333333333,
|
|
"waiting": 15436
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 451.0344827586207,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.35805457974617005,
|
|
"queueFactor": 1.1094674511028626,
|
|
"queueWeight": 1.1094674511028626,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.22413793103448276,
|
|
"recentTerminal": 116,
|
|
"recentWilsonLowerBound": 0.15779657235553665,
|
|
"running": 4,
|
|
"selectionWeight": 0.39724990194668997,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.333333333333332,
|
|
"waiting": 8720
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 559.4736842105264,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.4981551263903103,
|
|
"queueFactor": 1.0741849863915984,
|
|
"queueWeight": 1.0741849863915984,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.2543859649122807,
|
|
"recentTerminal": 114,
|
|
"recentWilsonLowerBound": 0.18335230338938902,
|
|
"running": 4,
|
|
"selectionWeight": 0.5351107576624804,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.0,
|
|
"waiting": 10630
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1853.095890410959,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.8975555643613444,
|
|
"queueWeight": 0.8975555643613444,
|
|
"recentSuccess": 36,
|
|
"recentSuccessRate": 0.4931506849315068,
|
|
"recentTerminal": 73,
|
|
"recentWilsonLowerBound": 0.38170665864691183,
|
|
"running": 4,
|
|
"selectionWeight": 2.243888910903361,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.166666666666666,
|
|
"waiting": 22546
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 3262.125,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.16265018897820016,
|
|
"queueFactor": 0.8245574838983362,
|
|
"queueWeight": 0.8245574838983362,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.21875,
|
|
"recentTerminal": 32,
|
|
"recentWilsonLowerBound": 0.11023696931531854,
|
|
"running": 2,
|
|
"selectionWeight": 0.1341144305794536,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 5.333333333333333,
|
|
"waiting": 17398
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 684.1751824817519,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.4982900481307202,
|
|
"queueFactor": 1.042247663230368,
|
|
"queueWeight": 1.042247663230368,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.24817518248175183,
|
|
"recentTerminal": 137,
|
|
"recentWilsonLowerBound": 0.1833748742928793,
|
|
"running": 16,
|
|
"selectionWeight": 0.5193416382751908,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.833333333333332,
|
|
"waiting": 15622
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1118.857142857143,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.8469773301019835,
|
|
"queueFactor": 0.9681214258887524,
|
|
"queueWeight": 0.9681214258887524,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.3142857142857143,
|
|
"recentTerminal": 105,
|
|
"recentWilsonLowerBound": 0.23337931576898624,
|
|
"running": 6,
|
|
"selectionWeight": 0.8199769005137808,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.5,
|
|
"waiting": 19580
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-10T04:18:42.013987+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-10T04:18:42.013987+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Vastai_va16",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_mrv-100",
|
|
"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
|
|
}
|