782 lines
25 KiB
JSON
782 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-11T08:22:58.966976+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-11T08:22:58.966976+00:00",
|
|
"frameworkAttemptedAt": "2026-10-11T07:34:25.661418+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 42079,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20869,
|
|
"successRate": 0.49594809762589415,
|
|
"wilsonLowerBound": 0.4911714230050781
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 56344,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15329,
|
|
"successRate": 0.2720609115433764,
|
|
"wilsonLowerBound": 0.26840192070850266
|
|
},
|
|
"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": 4319,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1302,
|
|
"successRate": 0.3014586709886548,
|
|
"wilsonLowerBound": 0.28795412129762665
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 36904,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17317,
|
|
"successRate": 0.4692445263386083,
|
|
"wilsonLowerBound": 0.4641562517870571
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39719,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11011,
|
|
"successRate": 0.2772224879780458,
|
|
"wilsonLowerBound": 0.2728419555287683
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12669,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5313,
|
|
"successRate": 0.4193701160312574,
|
|
"wilsonLowerBound": 0.4108030526801006
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64213,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12096,
|
|
"successRate": 0.18837307087349914,
|
|
"wilsonLowerBound": 0.18536739490748255
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 29600,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6449,
|
|
"successRate": 0.21787162162162163,
|
|
"wilsonLowerBound": 0.21320567031847037
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7696,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 104,
|
|
"successRate": 0.013513513513513514,
|
|
"wilsonLowerBound": 0.011165872943785737
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26625,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3269,
|
|
"successRate": 0.1227793427230047,
|
|
"wilsonLowerBound": 0.1188915646686596
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16507,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10153268310413764,
|
|
"wilsonLowerBound": 0.0970173845483962
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 15527,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6138,
|
|
"successRate": 0.3953113930572551,
|
|
"wilsonLowerBound": 0.387647814723885
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24731,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3806,
|
|
"successRate": 0.153895920100279,
|
|
"wilsonLowerBound": 0.14945231062536762
|
|
},
|
|
"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": 51503,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12979,
|
|
"successRate": 0.25200473758810166,
|
|
"wilsonLowerBound": 0.2482736537192043
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 24258,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3140,
|
|
"successRate": 0.12944183362189793,
|
|
"wilsonLowerBound": 0.12527603674172927
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 86987,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.1123386253118282,
|
|
"wilsonLowerBound": 0.11025718201362118
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 46070,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5543,
|
|
"successRate": 0.12031690905144346,
|
|
"wilsonLowerBound": 0.11737772186291508
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 46438,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3652,
|
|
"successRate": 0.07864249106335329,
|
|
"wilsonLowerBound": 0.0762289129240616
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 93527,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23273,
|
|
"successRate": 0.2488372341676735,
|
|
"wilsonLowerBound": 0.24607674260288323
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5551,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 585,
|
|
"successRate": 0.1053864168618267,
|
|
"wilsonLowerBound": 0.09757993957283191
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112852,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16530,
|
|
"successRate": 0.14647502924183886,
|
|
"wilsonLowerBound": 0.14442410060866834
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 91,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.01098901098901099,
|
|
"wilsonLowerBound": 0.0019424213233478922
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 23392,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3978,
|
|
"successRate": 0.17005813953488372,
|
|
"wilsonLowerBound": 0.16529797576349015
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43622,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5672,
|
|
"successRate": 0.13002613360231077,
|
|
"wilsonLowerBound": 0.1269024312447549
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8006,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 750,
|
|
"successRate": 0.09367974019485385,
|
|
"wilsonLowerBound": 0.0874903606916396
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 34224,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6751,
|
|
"successRate": 0.1972592332865825,
|
|
"wilsonLowerBound": 0.19307734620145414
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61479,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12422,
|
|
"successRate": 0.20205273345369965,
|
|
"wilsonLowerBound": 0.19889735640818243
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 15238,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4322,
|
|
"successRate": 0.2836330227063919,
|
|
"wilsonLowerBound": 0.27653113132326523
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15291,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3732,
|
|
"successRate": 0.24406513635471846,
|
|
"wilsonLowerBound": 0.23732175713223408
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67496,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18604,
|
|
"successRate": 0.2756311485125044,
|
|
"wilsonLowerBound": 0.27227297159945074
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 904,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 544,
|
|
"successRate": 0.6017699115044248,
|
|
"wilsonLowerBound": 0.5694919357548489
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48325,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21672,
|
|
"successRate": 0.4484635281945163,
|
|
"wilsonLowerBound": 0.4440335424940131
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39615,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4736,
|
|
"successRate": 0.11955067524927426,
|
|
"wilsonLowerBound": 0.11639262785531183
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1056,
|
|
"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": 10085,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 761,
|
|
"successRate": 0.07545860188398612,
|
|
"wilsonLowerBound": 0.07046362140369612
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7225,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3171,
|
|
"successRate": 0.4388927335640138,
|
|
"wilsonLowerBound": 0.4274852185552815
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7419,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.033023318506537266,
|
|
"wilsonLowerBound": 0.02919254963460024
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17880,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5323,
|
|
"successRate": 0.2977069351230425,
|
|
"wilsonLowerBound": 0.2910486357317216
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28246,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14429,
|
|
"successRate": 0.5108333923387383,
|
|
"wilsonLowerBound": 0.5050026230223518
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67066,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7137,
|
|
"successRate": 0.10641755882265232,
|
|
"wilsonLowerBound": 0.10410617860270437
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13609,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2239,
|
|
"successRate": 0.16452347711073553,
|
|
"wilsonLowerBound": 0.15838922772942318
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-11T08:30:41.552500+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1049.2875,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.6797431925336008,
|
|
"queueFactor": 0.9315374942571393,
|
|
"queueWeight": 0.9315374942571393,
|
|
"recentSuccess": 46,
|
|
"recentSuccessRate": 0.2875,
|
|
"recentTerminal": 160,
|
|
"recentWilsonLowerBound": 0.22300009339328952,
|
|
"running": 8,
|
|
"selectionWeight": 1.564743764568238,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.666666666666668,
|
|
"waiting": 27981
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1150.3875,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.8738111695761117,
|
|
"queueFactor": 0.918772296705388,
|
|
"queueWeight": 0.918772296705388,
|
|
"recentSuccess": 48,
|
|
"recentSuccessRate": 0.3,
|
|
"recentTerminal": 160,
|
|
"recentWilsonLowerBound": 0.23436254021925293,
|
|
"running": 8,
|
|
"selectionWeight": 1.7216057918636534,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.666666666666668,
|
|
"waiting": 30677
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 115.19008264462809,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.6579361265869068,
|
|
"queueFactor": 1.2975444705289747,
|
|
"queueWeight": 1.2975444705289747,
|
|
"recentSuccess": 46,
|
|
"recentSuccessRate": 0.19008264462809918,
|
|
"recentTerminal": 242,
|
|
"recentWilsonLowerBound": 0.1456391567955933,
|
|
"running": 8,
|
|
"selectionWeight": 0.8537013830140925,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 40.333333333333336,
|
|
"waiting": 4646
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 735.179104477612,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.24346544213726146,
|
|
"queueFactor": 0.9825972436397056,
|
|
"queueWeight": 0.9825972436397056,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.1417910447761194,
|
|
"recentTerminal": 134,
|
|
"recentWilsonLowerBound": 0.09268933972705254,
|
|
"running": 7,
|
|
"selectionWeight": 0.23922847236559533,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 22.333333333333332,
|
|
"waiting": 16419
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 298.82022471910113,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.515208147426156,
|
|
"queueFactor": 1.1246645768909325,
|
|
"queueWeight": 1.1246645768909325,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.1797752808988764,
|
|
"recentTerminal": 178,
|
|
"recentWilsonLowerBound": 0.13031816882597816,
|
|
"running": 7,
|
|
"selectionWeight": 0.5794363531357989,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 29.666666666666668,
|
|
"waiting": 8865
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 67.05671641791045,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.05373134328358209,
|
|
"recentTerminal": 335,
|
|
"recentWilsonLowerBound": 0.034254314835366485,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 55.833333333333336,
|
|
"waiting": 3744
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 123.15501519756839,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.33038187802620056,
|
|
"queueFactor": 1.2845963965664149,
|
|
"queueWeight": 1.2845963965664149,
|
|
"recentSuccess": 46,
|
|
"recentSuccessRate": 0.1398176291793313,
|
|
"recentTerminal": 329,
|
|
"recentWilsonLowerBound": 0.10648609993077485,
|
|
"running": 8,
|
|
"selectionWeight": 0.42440737000330203,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 54.833333333333336,
|
|
"waiting": 6753
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2111.0454545454545,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.6102197824719067,
|
|
"queueFactor": 0.8388028107550871,
|
|
"queueWeight": 0.8388028107550871,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.3409090909090909,
|
|
"recentTerminal": 44,
|
|
"recentWilsonLowerBound": 0.21875632628639943,
|
|
"running": 2,
|
|
"selectionWeight": 1.3506568794708802,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.333333333333333,
|
|
"waiting": 15481
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 252.14851485148517,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.181741008703199,
|
|
"queueFactor": 1.153681829605482,
|
|
"queueWeight": 1.153681829605482,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.1188118811881188,
|
|
"recentTerminal": 202,
|
|
"recentWilsonLowerBound": 0.08115394019550215,
|
|
"running": 8,
|
|
"selectionWeight": 0.20967129943505247,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 33.666666666666664,
|
|
"waiting": 8489
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 426.3243243243243,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.4520578210006928,
|
|
"queueFactor": 1.066285486372295,
|
|
"queueWeight": 1.066285486372295,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.17567567567567569,
|
|
"recentTerminal": 148,
|
|
"recentWilsonLowerBound": 0.12279817359273004,
|
|
"running": 4,
|
|
"selectionWeight": 0.48202269353412364,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 24.666666666666668,
|
|
"waiting": 10516
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2087.6417910447763,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.8402066556266675,
|
|
"queueWeight": 0.8402066556266675,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.373134328358209,
|
|
"recentTerminal": 67,
|
|
"recentWilsonLowerBound": 0.26717987071840976,
|
|
"running": 4,
|
|
"selectionWeight": 2.1005166390666687,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.166666666666666,
|
|
"waiting": 23312
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1278.3658536585367,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.08954308908395686,
|
|
"queueFactor": 0.9043493702601401,
|
|
"queueWeight": 0.9043493702601401,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.10975609756097561,
|
|
"recentTerminal": 82,
|
|
"recentWilsonLowerBound": 0.05882647906650992,
|
|
"running": 2,
|
|
"selectionWeight": 0.08097823622422401,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 13.666666666666666,
|
|
"waiting": 17471
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 572.7777777777778,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.40752690867159885,
|
|
"queueFactor": 1.020085538520238,
|
|
"queueWeight": 1.020085538520238,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.16666666666666666,
|
|
"recentTerminal": 162,
|
|
"recentWilsonLowerBound": 0.11714404789856393,
|
|
"running": 16,
|
|
"selectionWeight": 0.4157123060937558,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 27.0,
|
|
"waiting": 15465
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 762.9433962264151,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.6647380270912304,
|
|
"queueFactor": 0.9771487189956625,
|
|
"queueWeight": 0.9771487189956625,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.20125786163522014,
|
|
"recentTerminal": 159,
|
|
"recentWilsonLowerBound": 0.14632162477883665,
|
|
"running": 6,
|
|
"selectionWeight": 0.6495479116398998,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 26.5,
|
|
"waiting": 20218
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-11T08:22:58.966976+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-11T08:22:58.966976+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
|
|
}
|