782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-13T12:32:07.366791+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-13T12:32:07.366791+00:00",
|
|
"frameworkAttemptedAt": "2026-10-13T12:32:07.366791+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 42478,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21140,
|
|
"successRate": 0.4976693817976364,
|
|
"wilsonLowerBound": 0.4929149301019631
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 56888,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15391,
|
|
"successRate": 0.27054914920545636,
|
|
"wilsonLowerBound": 0.2669141113676807
|
|
},
|
|
"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": 4509,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1374,
|
|
"successRate": 0.3047238855622089,
|
|
"wilsonLowerBound": 0.2914594920444584
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 37249,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17552,
|
|
"successRate": 0.47120728073236867,
|
|
"wilsonLowerBound": 0.466141216274745
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39925,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11035,
|
|
"successRate": 0.27639323731997495,
|
|
"wilsonLowerBound": 0.272028101095638
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12973,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5432,
|
|
"successRate": 0.4187157943420951,
|
|
"wilsonLowerBound": 0.4102514297404107
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64219,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12096,
|
|
"successRate": 0.18835547112225354,
|
|
"wilsonLowerBound": 0.1853500442293691
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 30844,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6680,
|
|
"successRate": 0.21657372584619375,
|
|
"wilsonLowerBound": 0.2120121921082847
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7867,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 108,
|
|
"successRate": 0.013728231854582433,
|
|
"wilsonLowerBound": 0.011383940257773506
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26663,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3278,
|
|
"successRate": 0.12294190451187038,
|
|
"wilsonLowerBound": 0.11905459480308092
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16510,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10151423379769836,
|
|
"wilsonLowerBound": 0.09699971253714496
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 15958,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6279,
|
|
"successRate": 0.39347035969419725,
|
|
"wilsonLowerBound": 0.3859172223844562
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24781,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3807,
|
|
"successRate": 0.1536257616722489,
|
|
"wilsonLowerBound": 0.14918985264962017
|
|
},
|
|
"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": 52340,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13203,
|
|
"successRate": 0.2522544898739014,
|
|
"wilsonLowerBound": 0.24855197090082676
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 24783,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3157,
|
|
"successRate": 0.12738570794496226,
|
|
"wilsonLowerBound": 0.12329239764443839
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87028,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.1122857011536517,
|
|
"wilsonLowerBound": 0.11020517821976525
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 46588,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5577,
|
|
"successRate": 0.11970893792392891,
|
|
"wilsonLowerBound": 0.11679246576930598
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 47831,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3702,
|
|
"successRate": 0.07739750371098242,
|
|
"wilsonLowerBound": 0.07503648256572422
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94014,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23481,
|
|
"successRate": 0.24976067394217882,
|
|
"wilsonLowerBound": 0.24700385624070484
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5579,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 586,
|
|
"successRate": 0.10503674493636853,
|
|
"wilsonLowerBound": 0.09726123593448852
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112868,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16532,
|
|
"successRate": 0.14647198497359748,
|
|
"wilsonLowerBound": 0.14442121872114128
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 139,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.007194244604316547,
|
|
"wilsonLowerBound": 0.0012710589909932836
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 23911,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4033,
|
|
"successRate": 0.16866714064656435,
|
|
"wilsonLowerBound": 0.16397409594114126
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43677,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5680,
|
|
"successRate": 0.1300455617372988,
|
|
"wilsonLowerBound": 0.12692360419500948
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8172,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 767,
|
|
"successRate": 0.0938570729319628,
|
|
"wilsonLowerBound": 0.08772350577750741
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 34520,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6855,
|
|
"successRate": 0.19858053302433373,
|
|
"wilsonLowerBound": 0.1944057547592191
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61498,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12424,
|
|
"successRate": 0.20202283001073207,
|
|
"wilsonLowerBound": 0.1988681147823616
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 16126,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4548,
|
|
"successRate": 0.28202902145603376,
|
|
"wilsonLowerBound": 0.27513623484302685
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15499,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3765,
|
|
"successRate": 0.24291889799341893,
|
|
"wilsonLowerBound": 0.2362315482345066
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68075,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18750,
|
|
"successRate": 0.2754315093646713,
|
|
"wilsonLowerBound": 0.27208835402188736
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1050,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 632,
|
|
"successRate": 0.6019047619047619,
|
|
"wilsonLowerBound": 0.5719763035239288
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48440,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.4485962014863749,
|
|
"wilsonLowerBound": 0.44417133940746467
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39969,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4848,
|
|
"successRate": 0.12129400285221047,
|
|
"wilsonLowerBound": 0.11812971227223361
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1097,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6287,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030539207889295372,
|
|
"wilsonLowerBound": 0.02656421387260057
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10091,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 762,
|
|
"successRate": 0.07551283321771876,
|
|
"wilsonLowerBound": 0.07051757164676267
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7364,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3236,
|
|
"successRate": 0.43943508962520367,
|
|
"wilsonLowerBound": 0.4281335886589124
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7423,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.033005523373299206,
|
|
"wilsonLowerBound": 0.029176789607432262
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18398,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5438,
|
|
"successRate": 0.29557560604413524,
|
|
"wilsonLowerBound": 0.28902523743349995
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28473,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14566,
|
|
"successRate": 0.5115723668036385,
|
|
"wilsonLowerBound": 0.5057649821560192
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67432,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7212,
|
|
"successRate": 0.10695218887175229,
|
|
"wilsonLowerBound": 0.10464185808263873
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13756,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2315,
|
|
"successRate": 0.16829020063972086,
|
|
"wilsonLowerBound": 0.16213090602257882
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-13T12:40:09.249408+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1194.5179856115108,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.441848222115444,
|
|
"queueFactor": 0.9972724414133742,
|
|
"queueWeight": 0.9972724414133742,
|
|
"recentSuccess": 43,
|
|
"recentSuccessRate": 0.30935251798561153,
|
|
"recentTerminal": 139,
|
|
"recentWilsonLowerBound": 0.23850406692648046,
|
|
"running": 7,
|
|
"selectionWeight": 1.437915496616602,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.166666666666668,
|
|
"waiting": 27673
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1546.3140495867767,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9593963605287767,
|
|
"queueWeight": 0.9593963605287767,
|
|
"recentSuccess": 47,
|
|
"recentSuccessRate": 0.3884297520661157,
|
|
"recentTerminal": 121,
|
|
"recentWilsonLowerBound": 0.30629609055868845,
|
|
"running": 5,
|
|
"selectionWeight": 2.3984909013219418,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.166666666666668,
|
|
"waiting": 31184
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 176.53846153846155,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.16994555543331905,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.13186813186813187,
|
|
"recentTerminal": 182,
|
|
"recentWilsonLowerBound": 0.09024028427258002,
|
|
"running": 7,
|
|
"selectionWeight": 0.22092922206331478,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 30.333333333333332,
|
|
"waiting": 5355
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1297.7142857142856,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.4654926840046642,
|
|
"queueFactor": 0.9849537977705336,
|
|
"queueWeight": 0.9849537977705336,
|
|
"recentSuccess": 17,
|
|
"recentSuccessRate": 0.22077922077922077,
|
|
"recentTerminal": 77,
|
|
"recentWilsonLowerBound": 0.14266286171984086,
|
|
"running": 7,
|
|
"selectionWeight": 0.45848878694479295,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.833333333333334,
|
|
"waiting": 16654
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 366.6986301369863,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.6997491127135271,
|
|
"queueFactor": 1.1905464072384035,
|
|
"queueWeight": 1.1905464072384035,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.2328767123287671,
|
|
"recentTerminal": 146,
|
|
"recentWilsonLowerBound": 0.17170339585737796,
|
|
"running": 5,
|
|
"selectionWeight": 0.8330837921093505,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.333333333333332,
|
|
"waiting": 8923
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 42.12300683371298,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.022779043280182234,
|
|
"recentTerminal": 439,
|
|
"recentWilsonLowerBound": 0.012419136552936092,
|
|
"running": 5,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 73.16666666666667,
|
|
"waiting": 3082
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 161.40684410646386,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.0831783717299437,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.09505703422053231,
|
|
"recentTerminal": 263,
|
|
"recentWilsonLowerBound": 0.06521616766425962,
|
|
"running": 9,
|
|
"selectionWeight": 0.10813188324892682,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 43.833333333333336,
|
|
"waiting": 7075
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 1696.6071428571427,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.5600162933912077,
|
|
"queueFactor": 0.9461402716513869,
|
|
"queueWeight": 0.9461402716513869,
|
|
"recentSuccess": 14,
|
|
"recentSuccessRate": 0.25,
|
|
"recentTerminal": 56,
|
|
"recentWilsonLowerBound": 0.1551691522297384,
|
|
"running": 2,
|
|
"selectionWeight": 0.52985396795836,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 9.333333333333334,
|
|
"waiting": 15835
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 331.921568627451,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.5369161259875356,
|
|
"queueFactor": 1.2084742494925231,
|
|
"queueWeight": 1.2084742494925231,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.20915032679738563,
|
|
"recentTerminal": 153,
|
|
"recentWilsonLowerBound": 0.15222635033160012,
|
|
"running": 7,
|
|
"selectionWeight": 0.6488493123932201,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.5,
|
|
"waiting": 8464
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 737.8620689655172,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 1.369731705749169,
|
|
"queueFactor": 1.072004094450952,
|
|
"queueWeight": 1.072004094450952,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.3218390804597701,
|
|
"recentTerminal": 87,
|
|
"recentWilsonLowerBound": 0.23300577279734025,
|
|
"running": 3,
|
|
"selectionWeight": 1.4683579968623954,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.5,
|
|
"waiting": 10699
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2335.9384615384615,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.15197317697617255,
|
|
"queueFactor": 0.901827578711579,
|
|
"queueWeight": 0.901827578711579,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.15384615384615385,
|
|
"recentTerminal": 65,
|
|
"recentWilsonLowerBound": 0.08577002061798973,
|
|
"running": 4,
|
|
"selectionWeight": 0.137053602221528,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 10.833333333333334,
|
|
"waiting": 25306
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1984.6666666666667,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05038952393235273,
|
|
"queueFactor": 0.9241438667287862,
|
|
"queueWeight": 0.9241438667287862,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.1111111111111111,
|
|
"recentTerminal": 54,
|
|
"recentWilsonLowerBound": 0.05192951817556752,
|
|
"running": 2,
|
|
"selectionWeight": 0.04656716948946717,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 9.0,
|
|
"waiting": 17862
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1302.3243243243242,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9844300202752259,
|
|
"queueWeight": 0.9844300202752259,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.08108108108108109,
|
|
"recentTerminal": 74,
|
|
"recentWilsonLowerBound": 0.03768933680933338,
|
|
"running": 16,
|
|
"selectionWeight": 0.0492215010137613,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 12.333333333333334,
|
|
"waiting": 16062
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1151.4107142857142,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 1.717286126180745,
|
|
"queueFactor": 1.0027858149433957,
|
|
"queueWeight": 1.0027858149433957,
|
|
"recentSuccess": 38,
|
|
"recentSuccessRate": 0.3392857142857143,
|
|
"recentTerminal": 112,
|
|
"recentWilsonLowerBound": 0.2582297624854374,
|
|
"running": 5,
|
|
"selectionWeight": 1.7220701675331456,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.666666666666668,
|
|
"waiting": 21493
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-13T12:32:07.366791+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-13T12:32:07.366791+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",
|
|
"Sunrise_pt-200-x1",
|
|
"Biren_166m",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|