782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-10T03:40:37.972056+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-10T03:40:37.972056+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": "2026-10-10T03:50:16.661842+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1242.5373134328358,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.142906275496621,
|
|
"queueFactor": 0.9412799434247062,
|
|
"queueWeight": 0.9412799434247062,
|
|
"recentSuccess": 44,
|
|
"recentSuccessRate": 0.3283582089552239,
|
|
"recentTerminal": 134,
|
|
"recentWilsonLowerBound": 0.25459733257989353,
|
|
"running": 8,
|
|
"selectionWeight": 1.0757947543392012,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.333333333333332,
|
|
"waiting": 27750
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1383.8181818181818,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.0081170688949066,
|
|
"queueFactor": 0.9261969915482278,
|
|
"queueWeight": 0.9261969915482278,
|
|
"recentSuccess": 54,
|
|
"recentSuccessRate": 0.4090909090909091,
|
|
"recentTerminal": 132,
|
|
"recentWilsonLowerBound": 0.32894005673952187,
|
|
"running": 8,
|
|
"selectionWeight": 1.8599119878871078,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.0,
|
|
"waiting": 30444
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 140.9171270718232,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.13167524005544481,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.13812154696132597,
|
|
"recentTerminal": 181,
|
|
"recentWilsonLowerBound": 0.0953366717112308,
|
|
"running": 8,
|
|
"selectionWeight": 0.17117781207207827,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 30.166666666666668,
|
|
"waiting": 4251
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1413.6000000000001,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.33567491829297924,
|
|
"queueFactor": 0.9232434610088003,
|
|
"queueWeight": 0.9232434610088003,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.22857142857142856,
|
|
"recentTerminal": 70,
|
|
"recentWilsonLowerBound": 0.14587940188627677,
|
|
"running": 7,
|
|
"selectionWeight": 0.3099096733386564,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 11.666666666666666,
|
|
"waiting": 16492
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 447.9327731092437,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.6004417864022363,
|
|
"queueFactor": 1.0969410650765037,
|
|
"queueWeight": 1.0969410650765037,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.2605042016806723,
|
|
"recentTerminal": 119,
|
|
"recentWilsonLowerBound": 0.19001607594151526,
|
|
"running": 7,
|
|
"selectionWeight": 0.6586492526925076,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.833333333333332,
|
|
"waiting": 8884
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 51.69820971867007,
|
|
"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": 0.015345268542199489,
|
|
"recentTerminal": 391,
|
|
"recentWilsonLowerBound": 0.007051260082145945,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 65.16666666666667,
|
|
"waiting": 3369
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 109.3029490616622,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.08889874702437922,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 40,
|
|
"recentSuccessRate": 0.10723860589812333,
|
|
"recentTerminal": 373,
|
|
"recentWilsonLowerBound": 0.07974632487699347,
|
|
"running": 3,
|
|
"selectionWeight": 0.11556837113169299,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 62.166666666666664,
|
|
"waiting": 6795
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2205.4285714285716,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.28216821336953074,
|
|
"queueFactor": 0.8636569483269391,
|
|
"queueWeight": 0.8636569483269391,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.23809523809523808,
|
|
"recentTerminal": 42,
|
|
"recentWilsonLowerBound": 0.13480820811018185,
|
|
"running": 2,
|
|
"selectionWeight": 0.24369653807359354,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 7.0,
|
|
"waiting": 15438
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 428.80327868852464,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.4333097896743507,
|
|
"queueFactor": 1.1041460070895024,
|
|
"queueWeight": 1.1041460070895024,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.22950819672131148,
|
|
"recentTerminal": 122,
|
|
"recentWilsonLowerBound": 0.1638301377342183,
|
|
"running": 4,
|
|
"selectionWeight": 0.47843727410172643,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.333333333333332,
|
|
"waiting": 8719
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 591.7222222222222,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.6281146537746654,
|
|
"queueFactor": 1.0520770304173912,
|
|
"queueWeight": 1.0520770304173912,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.26851851851851855,
|
|
"recentTerminal": 108,
|
|
"recentWilsonLowerBound": 0.19394781819614243,
|
|
"running": 4,
|
|
"selectionWeight": 0.6608249997048977,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.0,
|
|
"waiting": 10651
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1828.135135135135,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.8883088247198765,
|
|
"queueWeight": 0.8883088247198765,
|
|
"recentSuccess": 35,
|
|
"recentSuccessRate": 0.47297297297297297,
|
|
"recentTerminal": 74,
|
|
"recentWilsonLowerBound": 0.36338517790283736,
|
|
"running": 4,
|
|
"selectionWeight": 2.2207720617996913,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.333333333333334,
|
|
"waiting": 22547
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 3261.1875,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.2717495787245553,
|
|
"queueFactor": 0.8144395504293459,
|
|
"queueWeight": 0.8144395504293459,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.25,
|
|
"recentTerminal": 32,
|
|
"recentWilsonLowerBound": 0.13252243982621553,
|
|
"running": 2,
|
|
"selectionWeight": 0.22132360472579096,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 5.333333333333333,
|
|
"waiting": 17393
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 629.1946308724832,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.49484088437331397,
|
|
"queueFactor": 1.0424313639794907,
|
|
"queueWeight": 1.0424313639794907,
|
|
"recentSuccess": 35,
|
|
"recentSuccessRate": 0.2348993288590604,
|
|
"recentTerminal": 149,
|
|
"recentWilsonLowerBound": 0.17402278009427918,
|
|
"running": 16,
|
|
"selectionWeight": 0.5158376580500911,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.833333333333332,
|
|
"waiting": 15625
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1030.8947368421052,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.6623500559804458,
|
|
"queueFactor": 0.9680171965754072,
|
|
"queueWeight": 0.9680171965754072,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.2719298245614035,
|
|
"recentTerminal": 114,
|
|
"recentWilsonLowerBound": 0.198683388564943,
|
|
"running": 6,
|
|
"selectionWeight": 0.6411662443417552,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.0,
|
|
"waiting": 19587
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-10T03:40:37.972056+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-10T03:40:37.972056+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
|
|
}
|