773 lines
24 KiB
JSON
773 lines
24 KiB
JSON
|
{
|
||
|
|
"communityAttemptedAt": "2026-10-04T10:57:37.461205+00:00",
|
||
|
|
"communityError": null,
|
||
|
|
"communitySample": {},
|
||
|
|
"communityUpdatedAt": "2026-10-04T10:57:37.461205+00:00",
|
||
|
|
"frameworkAttemptedAt": "2026-10-04T10:26:55.869476+00:00",
|
||
|
|
"frameworkError": null,
|
||
|
|
"frameworkStats": {
|
||
|
|
"text-generation": {
|
||
|
|
"Ascend_910-b3": {
|
||
|
|
"llamacpp": {
|
||
|
|
"framework": "llamacpp",
|
||
|
|
"modelCount": 40908,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 20056,
|
||
|
|
"successRate": 0.49027085166715556,
|
||
|
|
"wilsonLowerBound": 0.48542759567459687
|
||
|
|
},
|
||
|
|
"vllm": {
|
||
|
|
"framework": "vllm",
|
||
|
|
"modelCount": 54763,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 15107,
|
||
|
|
"successRate": 0.27586143929295326,
|
||
|
|
"wilsonLowerBound": 0.2721338376564295
|
||
|
|
},
|
||
|
|
"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": 3631,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 1068,
|
||
|
|
"successRate": 0.2941338474249518,
|
||
|
|
"wilsonLowerBound": 0.279536690038261
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"Ascend_910-b4": {
|
||
|
|
"llamacpp": {
|
||
|
|
"framework": "llamacpp",
|
||
|
|
"modelCount": 35499,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 16402,
|
||
|
|
"successRate": 0.4620411842587115,
|
||
|
|
"wilsonLowerBound": 0.4568592080631989
|
||
|
|
},
|
||
|
|
"vllm": {
|
||
|
|
"framework": "vllm",
|
||
|
|
"modelCount": 39118,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 10922,
|
||
|
|
"successRate": 0.27920650339996933,
|
||
|
|
"wilsonLowerBound": 0.27478269287270923
|
||
|
|
},
|
||
|
|
"vllm_tokenizer_patch": {
|
||
|
|
"framework": "vllm_tokenizer_patch",
|
||
|
|
"modelCount": 11481,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 4807,
|
||
|
|
"successRate": 0.4186917515895828,
|
||
|
|
"wilsonLowerBound": 0.4096960519488871
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"Biren_166m": {
|
||
|
|
"vllm": {
|
||
|
|
"framework": "vllm",
|
||
|
|
"modelCount": 64175,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 12094,
|
||
|
|
"successRate": 0.18845344760420724,
|
||
|
|
"wilsonLowerBound": 0.18544638715707698
|
||
|
|
},
|
||
|
|
"vllm_fix_tokenizer": {
|
||
|
|
"framework": "vllm_fix_tokenizer",
|
||
|
|
"modelCount": 25965,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 5499,
|
||
|
|
"successRate": 0.21178509532062392,
|
||
|
|
"wilsonLowerBound": 0.20685819592115395
|
||
|
|
},
|
||
|
|
"vllm_tokenizer_patch": {
|
||
|
|
"framework": "vllm_tokenizer_patch",
|
||
|
|
"modelCount": 7313,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 94,
|
||
|
|
"successRate": 0.012853821960891562,
|
||
|
|
"wilsonLowerBound": 0.010515871347068004
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"Cambricon_mlu-370-x4": {
|
||
|
|
"vllm": {
|
||
|
|
"framework": "vllm",
|
||
|
|
"modelCount": 26519,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 3261,
|
||
|
|
"successRate": 0.12296843772389607,
|
||
|
|
"wilsonLowerBound": 0.11907036486703776
|
||
|
|
},
|
||
|
|
"vllm-customized": {
|
||
|
|
"framework": "vllm-customized",
|
||
|
|
"modelCount": 16496,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 1676,
|
||
|
|
"successRate": 0.1016003879728419,
|
||
|
|
"wilsonLowerBound": 0.09708223705449089
|
||
|
|
},
|
||
|
|
"vllm-mlu": {
|
||
|
|
"framework": "vllm-mlu",
|
||
|
|
"modelCount": 14052,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 5687,
|
||
|
|
"successRate": 0.404711073156846,
|
||
|
|
"wilsonLowerBound": 0.39662253132052433
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"Cambricon_mlu-370-x8": {
|
||
|
|
"vllm": {
|
||
|
|
"framework": "vllm",
|
||
|
|
"modelCount": 24559,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 3798,
|
||
|
|
"successRate": 0.1546479905533613,
|
||
|
|
"wilsonLowerBound": 0.15017991859559596
|
||
|
|
},
|
||
|
|
"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": 48860,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 12188,
|
||
|
|
"successRate": 0.24944740073679902,
|
||
|
|
"wilsonLowerBound": 0.2456304853033133
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"Iluvatar_bi-100": {
|
||
|
|
"transformers": {
|
||
|
|
"framework": "transformers",
|
||
|
|
"modelCount": 23670,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 3109,
|
||
|
|
"successRate": 0.13134769750739334,
|
||
|
|
"wilsonLowerBound": 0.12710425641730155
|
||
|
|
},
|
||
|
|
"vllm": {
|
||
|
|
"framework": "vllm",
|
||
|
|
"modelCount": 86856,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 9768,
|
||
|
|
"successRate": 0.11246200607902736,
|
||
|
|
"wilsonLowerBound": 0.1103779943130531
|
||
|
|
},
|
||
|
|
"vllm-patch-tokenizer": {
|
||
|
|
"framework": "vllm-patch-tokenizer",
|
||
|
|
"modelCount": 44272,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 5390,
|
||
|
|
"successRate": 0.12174737983375497,
|
||
|
|
"wilsonLowerBound": 0.11873414632104204
|
||
|
|
},
|
||
|
|
"vllm_fix_tokenizer": {
|
||
|
|
"framework": "vllm_fix_tokenizer",
|
||
|
|
"modelCount": 42034,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 3588,
|
||
|
|
"successRate": 0.08535947090450588,
|
||
|
|
"wilsonLowerBound": 0.08272601349902839
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"Iluvatar_bi-150": {
|
||
|
|
"llamacpp": {
|
||
|
|
"framework": "llamacpp",
|
||
|
|
"modelCount": 91183,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 22425,
|
||
|
|
"successRate": 0.2459340008554226,
|
||
|
|
"wilsonLowerBound": 0.2431495413931281
|
||
|
|
},
|
||
|
|
"transformers": {
|
||
|
|
"framework": "transformers",
|
||
|
|
"modelCount": 5451,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 580,
|
||
|
|
"successRate": 0.10640249495505412,
|
||
|
|
"wilsonLowerBound": 0.09849200715454062
|
||
|
|
},
|
||
|
|
"vllm": {
|
||
|
|
"framework": "vllm",
|
||
|
|
"modelCount": 112786,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 16528,
|
||
|
|
"successRate": 0.1465430106573511,
|
||
|
|
"wilsonLowerBound": 0.14449108665305666
|
||
|
|
},
|
||
|
|
"vllm_0_17_0_corex_4_4_0": {
|
||
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
||
|
|
"modelCount": 21363,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 3812,
|
||
|
|
"successRate": 0.17843935776810374,
|
||
|
|
"wilsonLowerBound": 0.1733629034486735
|
||
|
|
},
|
||
|
|
"vllm_fix_tokenizer": {
|
||
|
|
"framework": "vllm_fix_tokenizer",
|
||
|
|
"modelCount": 43426,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 5646,
|
||
|
|
"successRate": 0.1300142771611477,
|
||
|
|
"wilsonLowerBound": 0.12688373060122243
|
||
|
|
},
|
||
|
|
"vllm_tokenizer_patch": {
|
||
|
|
"framework": "vllm_tokenizer_patch",
|
||
|
|
"modelCount": 7627,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 697,
|
||
|
|
"successRate": 0.09138586600236004,
|
||
|
|
"wilsonLowerBound": 0.08512284797491627
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"Iluvatar_mrv-100": {
|
||
|
|
"transformers": {
|
||
|
|
"framework": "transformers",
|
||
|
|
"modelCount": 204,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 37,
|
||
|
|
"successRate": 0.18137254901960784,
|
||
|
|
"wilsonLowerBound": 0.1345454147948475
|
||
|
|
},
|
||
|
|
"vllm": {
|
||
|
|
"framework": "vllm",
|
||
|
|
"modelCount": 33198,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 6380,
|
||
|
|
"successRate": 0.19218025182239895,
|
||
|
|
"wilsonLowerBound": 0.1879774680284932
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"Kunlunxin_p-800": {
|
||
|
|
"vllm": {
|
||
|
|
"framework": "vllm",
|
||
|
|
"modelCount": 61391,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 12411,
|
||
|
|
"successRate": 0.20216318352853024,
|
||
|
|
"wilsonLowerBound": 0.1990049042157344
|
||
|
|
},
|
||
|
|
"vllm_fix_tokenizer": {
|
||
|
|
"framework": "vllm_fix_tokenizer",
|
||
|
|
"modelCount": 12620,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 3698,
|
||
|
|
"successRate": 0.293026941362916,
|
||
|
|
"wilsonLowerBound": 0.2851497674103749
|
||
|
|
},
|
||
|
|
"vllm_tokenizer_patch": {
|
||
|
|
"framework": "vllm_tokenizer_patch",
|
||
|
|
"modelCount": 14767,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 3662,
|
||
|
|
"successRate": 0.24798537279068192,
|
||
|
|
"wilsonLowerBound": 0.24108627374125574
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"MetaX_c-500": {
|
||
|
|
"vllm": {
|
||
|
|
"framework": "vllm",
|
||
|
|
"modelCount": 65739,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 18056,
|
||
|
|
"successRate": 0.2746619206255039,
|
||
|
|
"wilsonLowerBound": 0.2712631232282727
|
||
|
|
},
|
||
|
|
"vllm_tokenizer_patch": {
|
||
|
|
"framework": "vllm_tokenizer_patch",
|
||
|
|
"modelCount": 540,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 334,
|
||
|
|
"successRate": 0.6185185185185185,
|
||
|
|
"wilsonLowerBound": 0.5768471073200663
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"Mthreads_s4000": {
|
||
|
|
"llamacpp": {
|
||
|
|
"framework": "llamacpp",
|
||
|
|
"modelCount": 47780,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 21246,
|
||
|
|
"successRate": 0.44466303892842196,
|
||
|
|
"wilsonLowerBound": 0.440211853219937
|
||
|
|
},
|
||
|
|
"vllm": {
|
||
|
|
"framework": "vllm",
|
||
|
|
"modelCount": 38613,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 4335,
|
||
|
|
"successRate": 0.11226788905290964,
|
||
|
|
"wilsonLowerBound": 0.10915748699592323
|
||
|
|
},
|
||
|
|
"vllm_tokenizer_patch": {
|
||
|
|
"framework": "vllm_tokenizer_patch",
|
||
|
|
"modelCount": 889,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 0,
|
||
|
|
"successRate": 0.0,
|
||
|
|
"wilsonLowerBound": 0.0
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"Sunrise_pt-200-x1": {
|
||
|
|
"sglang": {
|
||
|
|
"framework": "sglang",
|
||
|
|
"modelCount": 6284,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 192,
|
||
|
|
"successRate": 0.030553787396562698,
|
||
|
|
"wilsonLowerBound": 0.026576919854083197
|
||
|
|
},
|
||
|
|
"vllm": {
|
||
|
|
"framework": "vllm",
|
||
|
|
"modelCount": 10058,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 751,
|
||
|
|
"successRate": 0.0746669317955856,
|
||
|
|
"wilsonLowerBound": 0.06969069169765733
|
||
|
|
},
|
||
|
|
"vllm_fix_tokenizer": {
|
||
|
|
"framework": "vllm_fix_tokenizer",
|
||
|
|
"modelCount": 6811,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 2963,
|
||
|
|
"successRate": 0.4350315665834679,
|
||
|
|
"wilsonLowerBound": 0.4232974770704181
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"Vastai_va16": {
|
||
|
|
"vllm": {
|
||
|
|
"framework": "vllm",
|
||
|
|
"modelCount": 7403,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 243,
|
||
|
|
"successRate": 0.03282453059570444,
|
||
|
|
"wilsonLowerBound": 0.029001798401434808
|
||
|
|
},
|
||
|
|
"vllm_fix_tokenizer": {
|
||
|
|
"framework": "vllm_fix_tokenizer",
|
||
|
|
"modelCount": 15498,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 4888,
|
||
|
|
"successRate": 0.31539553490773004,
|
||
|
|
"wilsonLowerBound": 0.3081261780203354
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"hygon_k100-ai": {
|
||
|
|
"llamacpp": {
|
||
|
|
"framework": "llamacpp",
|
||
|
|
"modelCount": 27626,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 14091,
|
||
|
|
"successRate": 0.5100629841453703,
|
||
|
|
"wilsonLowerBound": 0.5041670586220731
|
||
|
|
},
|
||
|
|
"vllm": {
|
||
|
|
"framework": "vllm",
|
||
|
|
"modelCount": 65595,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 6899,
|
||
|
|
"successRate": 0.10517569936732983,
|
||
|
|
"wilsonLowerBound": 0.10285105059265287
|
||
|
|
},
|
||
|
|
"vllm-patch-tokenizer": {
|
||
|
|
"framework": "vllm-patch-tokenizer",
|
||
|
|
"modelCount": 13230,
|
||
|
|
"officialConfigError": null,
|
||
|
|
"officialConfigValid": true,
|
||
|
|
"successCount": 2083,
|
||
|
|
"successRate": 0.15744520030234316,
|
||
|
|
"wilsonLowerBound": 0.15133834085622908
|
||
|
|
}
|
||
|
|
}
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"frameworkUpdatedAt": null,
|
||
|
|
"generatedAt": "2026-10-04T11:07:23.152673+00:00",
|
||
|
|
"gpuStats": {
|
||
|
|
"Ascend_910-b3": {
|
||
|
|
"available": true,
|
||
|
|
"backlogHours": 1242.0461538461539,
|
||
|
|
"canVerify": true,
|
||
|
|
"error": null,
|
||
|
|
"gpu": "Ascend_910-b3",
|
||
|
|
"healthFactor": 1.0,
|
||
|
|
"maxConcurrentTasks": 8,
|
||
|
|
"qualityFactor": 1.791304088053921,
|
||
|
|
"queueFactor": 0.9811971599889256,
|
||
|
|
"queueWeight": 0.9811971599889256,
|
||
|
|
"recentSuccess": 45,
|
||
|
|
"recentSuccessRate": 0.34615384615384615,
|
||
|
|
"recentTerminal": 130,
|
||
|
|
"recentWilsonLowerBound": 0.26984915763859174,
|
||
|
|
"running": 9,
|
||
|
|
"selectionWeight": 1.7576224838750598,
|
||
|
|
"stale": false,
|
||
|
|
"submissionEligible": true,
|
||
|
|
"throughputPerHour": 21.666666666666668,
|
||
|
|
"waiting": 26911
|
||
|
|
},
|
||
|
|
"Ascend_910-b4": {
|
||
|
|
"available": true,
|
||
|
|
"backlogHours": 1446.99173553719,
|
||
|
|
"canVerify": true,
|
||
|
|
"error": null,
|
||
|
|
"gpu": "Ascend_910-b4",
|
||
|
|
"healthFactor": 1.0,
|
||
|
|
"maxConcurrentTasks": 8,
|
||
|
|
"qualityFactor": 2.5,
|
||
|
|
"queueFactor": 0.9589744470197221,
|
||
|
|
"queueWeight": 0.9589744470197221,
|
||
|
|
"recentSuccess": 48,
|
||
|
|
"recentSuccessRate": 0.39669421487603307,
|
||
|
|
"recentTerminal": 121,
|
||
|
|
"recentWilsonLowerBound": 0.3139973093025401,
|
||
|
|
"running": 8,
|
||
|
|
"selectionWeight": 2.3974361175493053,
|
||
|
|
"stale": false,
|
||
|
|
"submissionEligible": true,
|
||
|
|
"throughputPerHour": 20.166666666666668,
|
||
|
|
"waiting": 29181
|
||
|
|
},
|
||
|
|
"Biren_166m": {
|
||
|
|
"available": true,
|
||
|
|
"backlogHours": 127.01162790697674,
|
||
|
|
"canVerify": true,
|
||
|
|
"error": null,
|
||
|
|
"gpu": "Biren_166m",
|
||
|
|
"healthFactor": 1.0,
|
||
|
|
"maxConcurrentTasks": 8,
|
||
|
|
"qualityFactor": 0.7902964687293129,
|
||
|
|
"queueFactor": 1.3,
|
||
|
|
"queueWeight": 1.3,
|
||
|
|
"recentSuccess": 42,
|
||
|
|
"recentSuccessRate": 0.2441860465116279,
|
||
|
|
"recentTerminal": 172,
|
||
|
|
"recentWilsonLowerBound": 0.1860308765170591,
|
||
|
|
"running": 8,
|
||
|
|
"selectionWeight": 1.0273854093481067,
|
||
|
|
"stale": false,
|
||
|
|
"submissionEligible": true,
|
||
|
|
"throughputPerHour": 28.666666666666668,
|
||
|
|
"waiting": 3641
|
||
|
|
},
|
||
|
|
"Cambricon_mlu-370-x4": {
|
||
|
|
"available": true,
|
||
|
|
"backlogHours": 1394.0869565217392,
|
||
|
|
"canVerify": true,
|
||
|
|
"error": null,
|
||
|
|
"gpu": "Cambricon_mlu-370-x4",
|
||
|
|
"healthFactor": 1.0,
|
||
|
|
"maxConcurrentTasks": 7,
|
||
|
|
"qualityFactor": 0.32891271691203505,
|
||
|
|
"queueFactor": 0.9643472871206248,
|
||
|
|
"queueWeight": 0.9643472871206248,
|
||
|
|
"recentSuccess": 14,
|
||
|
|
"recentSuccessRate": 0.2028985507246377,
|
||
|
|
"recentTerminal": 69,
|
||
|
|
"recentWilsonLowerBound": 0.12489219999893796,
|
||
|
|
"running": 8,
|
||
|
|
"selectionWeight": 0.31718608625359507,
|
||
|
|
"stale": false,
|
||
|
|
"submissionEligible": false,
|
||
|
|
"throughputPerHour": 11.5,
|
||
|
|
"waiting": 16032
|
||
|
|
},
|
||
|
|
"Cambricon_mlu-370-x8": {
|
||
|
|
"available": true,
|
||
|
|
"backlogHours": 498.4038461538462,
|
||
|
|
"canVerify": true,
|
||
|
|
"error": null,
|
||
|
|
"gpu": "Cambricon_mlu-370-x8",
|
||
|
|
"healthFactor": 1.0,
|
||
|
|
"maxConcurrentTasks": 7,
|
||
|
|
"qualityFactor": 0.7056635239263527,
|
||
|
|
"queueFactor": 1.1252259384968797,
|
||
|
|
"queueWeight": 1.1252259384968797,
|
||
|
|
"recentSuccess": 26,
|
||
|
|
"recentSuccessRate": 0.25,
|
||
|
|
"recentTerminal": 104,
|
||
|
|
"recentWilsonLowerBound": 0.17669524526012348,
|
||
|
|
"running": 7,
|
||
|
|
"selectionWeight": 0.7940309009730455,
|
||
|
|
"stale": false,
|
||
|
|
"submissionEligible": true,
|
||
|
|
"throughputPerHour": 17.333333333333332,
|
||
|
|
"waiting": 8639
|
||
|
|
},
|
||
|
|
"Iluvatar_bi-100": {
|
||
|
|
"available": true,
|
||
|
|
"backlogHours": 53.602040816326536,
|
||
|
|
"canVerify": true,
|
||
|
|
"error": null,
|
||
|
|
"gpu": "Iluvatar_bi-100",
|
||
|
|
"healthFactor": 1.0,
|
||
|
|
"maxConcurrentTasks": 24,
|
||
|
|
"qualityFactor": 0.05,
|
||
|
|
"queueFactor": 1.3,
|
||
|
|
"queueWeight": 1.3,
|
||
|
|
"recentSuccess": 12,
|
||
|
|
"recentSuccessRate": 0.030612244897959183,
|
||
|
|
"recentTerminal": 392,
|
||
|
|
"recentWilsonLowerBound": 0.017596453672960876,
|
||
|
|
"running": 24,
|
||
|
|
"selectionWeight": 0.065,
|
||
|
|
"stale": false,
|
||
|
|
"submissionEligible": false,
|
||
|
|
"throughputPerHour": 65.33333333333333,
|
||
|
|
"waiting": 3502
|
||
|
|
},
|
||
|
|
"Iluvatar_bi-150": {
|
||
|
|
"available": true,
|
||
|
|
"backlogHours": 170.0352422907489,
|
||
|
|
"canVerify": true,
|
||
|
|
"error": null,
|
||
|
|
"gpu": "Iluvatar_bi-150",
|
||
|
|
"healthFactor": 1.0,
|
||
|
|
"maxConcurrentTasks": 50,
|
||
|
|
"qualityFactor": 0.5327410306326675,
|
||
|
|
"queueFactor": 1.3,
|
||
|
|
"queueWeight": 1.3,
|
||
|
|
"recentSuccess": 46,
|
||
|
|
"recentSuccessRate": 0.2026431718061674,
|
||
|
|
"recentTerminal": 227,
|
||
|
|
"recentWilsonLowerBound": 0.1555010271047216,
|
||
|
|
"running": 8,
|
||
|
|
"selectionWeight": 0.6925633398224679,
|
||
|
|
"stale": false,
|
||
|
|
"submissionEligible": true,
|
||
|
|
"throughputPerHour": 37.833333333333336,
|
||
|
|
"waiting": 6433
|
||
|
|
},
|
||
|
|
"Iluvatar_mrv-100": {
|
||
|
|
"available": true,
|
||
|
|
"backlogHours": 2933.625,
|
||
|
|
"canVerify": true,
|
||
|
|
"error": null,
|
||
|
|
"gpu": "Iluvatar_mrv-100",
|
||
|
|
"healthFactor": 1.0,
|
||
|
|
"maxConcurrentTasks": 2,
|
||
|
|
"qualityFactor": 0.5338197458797901,
|
||
|
|
"queueFactor": 0.8625141982932607,
|
||
|
|
"queueWeight": 0.8625141982932607,
|
||
|
|
"recentSuccess": 9,
|
||
|
|
"recentSuccessRate": 0.28125,
|
||
|
|
"recentTerminal": 32,
|
||
|
|
"recentWilsonLowerBound": 0.15564406845647866,
|
||
|
|
"running": 2,
|
||
|
|
"selectionWeight": 0.4604271101506193,
|
||
|
|
"stale": false,
|
||
|
|
"submissionEligible": true,
|
||
|
|
"throughputPerHour": 5.333333333333333,
|
||
|
|
"waiting": 15646
|
||
|
|
},
|
||
|
|
"Kunlunxin_p-800": {
|
||
|
|
"available": true,
|
||
|
|
"backlogHours": 356.6577181208054,
|
||
|
|
"canVerify": true,
|
||
|
|
"error": null,
|
||
|
|
"gpu": "Kunlunxin_p-800",
|
||
|
|
"healthFactor": 1.0,
|
||
|
|
"maxConcurrentTasks": 8,
|
||
|
|
"qualityFactor": 0.7344074625073317,
|
||
|
|
"queueFactor": 1.1831483397760088,
|
||
|
|
"queueWeight": 1.1831483397760088,
|
||
|
|
"recentSuccess": 36,
|
||
|
|
"recentSuccessRate": 0.24161073825503357,
|
||
|
|
"recentTerminal": 149,
|
||
|
|
"recentWilsonLowerBound": 0.17993117418282853,
|
||
|
|
"running": 8,
|
||
|
|
"selectionWeight": 0.8689129699846608,
|
||
|
|
"stale": false,
|
||
|
|
"submissionEligible": true,
|
||
|
|
"throughputPerHour": 24.833333333333332,
|
||
|
|
"waiting": 8857
|
||
|
|
},
|
||
|
|
"MetaX_c-500": {
|
||
|
|
"available": true,
|
||
|
|
"backlogHours": 631.75,
|
||
|
|
"canVerify": true,
|
||
|
|
"error": null,
|
||
|
|
"gpu": "MetaX_c-500",
|
||
|
|
"healthFactor": 1.0,
|
||
|
|
"maxConcurrentTasks": 4,
|
||
|
|
"qualityFactor": 1.135096011534162,
|
||
|
|
"queueFactor": 1.0859133069142848,
|
||
|
|
"queueWeight": 1.0859133069142848,
|
||
|
|
"recentSuccess": 29,
|
||
|
|
"recentSuccessRate": 0.3020833333333333,
|
||
|
|
"recentTerminal": 96,
|
||
|
|
"recentWilsonLowerBound": 0.2193102457465474,
|
||
|
|
"running": 4,
|
||
|
|
"selectionWeight": 1.2326158635502769,
|
||
|
|
"stale": false,
|
||
|
|
"submissionEligible": true,
|
||
|
|
"throughputPerHour": 16.0,
|
||
|
|
"waiting": 10108
|
||
|
|
},
|
||
|
|
"Mthreads_s4000": {
|
||
|
|
"available": true,
|
||
|
|
"backlogHours": 1632.5925925925926,
|
||
|
|
"canVerify": true,
|
||
|
|
"error": null,
|
||
|
|
"gpu": "Mthreads_s4000",
|
||
|
|
"healthFactor": 1.0,
|
||
|
|
"maxConcurrentTasks": 4,
|
||
|
|
"qualityFactor": 1.2534149616808241,
|
||
|
|
"queueFactor": 0.9417709053066332,
|
||
|
|
"queueWeight": 0.9417709053066332,
|
||
|
|
"recentSuccess": 26,
|
||
|
|
"recentSuccessRate": 0.32098765432098764,
|
||
|
|
"recentTerminal": 81,
|
||
|
|
"recentWilsonLowerBound": 0.22942074394347287,
|
||
|
|
"running": 5,
|
||
|
|
"selectionWeight": 1.1804297431870288,
|
||
|
|
"stale": false,
|
||
|
|
"submissionEligible": true,
|
||
|
|
"throughputPerHour": 13.5,
|
||
|
|
"waiting": 22040
|
||
|
|
},
|
||
|
|
"Sunrise_pt-200-x1": {
|
||
|
|
"available": true,
|
||
|
|
"backlogHours": 4433.739130434782,
|
||
|
|
"canVerify": true,
|
||
|
|
"error": null,
|
||
|
|
"gpu": "Sunrise_pt-200-x1",
|
||
|
|
"healthFactor": 1.0,
|
||
|
|
"maxConcurrentTasks": 2,
|
||
|
|
"qualityFactor": 0.3323539489074583,
|
||
|
|
"queueFactor": 0.8107023317278375,
|
||
|
|
"queueWeight": 0.8107023317278375,
|
||
|
|
"recentSuccess": 6,
|
||
|
|
"recentSuccessRate": 0.2608695652173913,
|
||
|
|
"recentTerminal": 23,
|
||
|
|
"recentWilsonLowerBound": 0.1254844588924897,
|
||
|
|
"running": 2,
|
||
|
|
"selectionWeight": 0.269440121338231,
|
||
|
|
"stale": false,
|
||
|
|
"submissionEligible": false,
|
||
|
|
"throughputPerHour": 3.8333333333333335,
|
||
|
|
"waiting": 16996
|
||
|
|
},
|
||
|
|
"Vastai_va16": {
|
||
|
|
"available": true,
|
||
|
|
"backlogHours": 1890.12,
|
||
|
|
"canVerify": true,
|
||
|
|
"error": null,
|
||
|
|
"gpu": "Vastai_va16",
|
||
|
|
"healthFactor": 1.0,
|
||
|
|
"maxConcurrentTasks": 16,
|
||
|
|
"qualityFactor": 0.05,
|
||
|
|
"queueFactor": 0.9213052288807921,
|
||
|
|
"queueWeight": 0.9213052288807921,
|
||
|
|
"recentSuccess": 4,
|
||
|
|
"recentSuccessRate": 0.08,
|
||
|
|
"recentTerminal": 50,
|
||
|
|
"recentWilsonLowerBound": 0.031549003255790686,
|
||
|
|
"running": 16,
|
||
|
|
"selectionWeight": 0.04606526144403961,
|
||
|
|
"stale": false,
|
||
|
|
"submissionEligible": false,
|
||
|
|
"throughputPerHour": 8.333333333333334,
|
||
|
|
"waiting": 15751
|
||
|
|
},
|
||
|
|
"hygon_k100-ai": {
|
||
|
|
"available": true,
|
||
|
|
"backlogHours": 946.771653543307,
|
||
|
|
"canVerify": true,
|
||
|
|
"error": null,
|
||
|
|
"gpu": "hygon_k100-ai",
|
||
|
|
"healthFactor": 1.0,
|
||
|
|
"maxConcurrentTasks": 6,
|
||
|
|
"qualityFactor": 0.05,
|
||
|
|
"queueFactor": 1.0219747261517675,
|
||
|
|
"queueWeight": 1.0219747261517675,
|
||
|
|
"recentSuccess": 7,
|
||
|
|
"recentSuccessRate": 0.05511811023622047,
|
||
|
|
"recentTerminal": 127,
|
||
|
|
"recentWilsonLowerBound": 0.026952431461022795,
|
||
|
|
"running": 6,
|
||
|
|
"selectionWeight": 0.05109873630758838,
|
||
|
|
"stale": false,
|
||
|
|
"submissionEligible": false,
|
||
|
|
"throughputPerHour": 21.166666666666668,
|
||
|
|
"waiting": 20040
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"queueAttemptedAt": "2026-10-04T10:57:37.461205+00:00",
|
||
|
|
"queueError": null,
|
||
|
|
"queueUpdatedAt": "2026-10-04T10:57:37.461205+00:00",
|
||
|
|
"supportedGpus": [
|
||
|
|
"Vastai_va16",
|
||
|
|
"Cambricon_mlu-370-x4",
|
||
|
|
"Kunlunxin_p-800",
|
||
|
|
"Iluvatar_mrv-100",
|
||
|
|
"Iluvatar_bi-150",
|
||
|
|
"Ascend_910-b4",
|
||
|
|
"hygon_k100-ai",
|
||
|
|
"Ascend_910-b3",
|
||
|
|
"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
|
||
|
|
}
|