2026-10-06 10:47:45 +00:00
|
|
|
{
|
2026-10-06 12:09:20 +00:00
|
|
|
"communityAttemptedAt": "2026-10-06T12:06:53.057674+00:00",
|
2026-10-06 10:47:45 +00:00
|
|
|
"communityError": null,
|
|
|
|
|
"communitySample": {},
|
2026-10-06 12:09:20 +00:00
|
|
|
"communityUpdatedAt": "2026-10-06T12:06:53.057674+00:00",
|
2026-10-06 10:47:45 +00:00
|
|
|
"frameworkAttemptedAt": "2026-10-06T08:46:32.962057+00:00",
|
|
|
|
|
"frameworkError": null,
|
|
|
|
|
"frameworkStats": {
|
|
|
|
|
"text-generation": {
|
|
|
|
|
"Ascend_910-b3": {
|
|
|
|
|
"llamacpp": {
|
|
|
|
|
"framework": "llamacpp",
|
|
|
|
|
"modelCount": 41210,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 20262,
|
|
|
|
|
"successRate": 0.49167677748119387,
|
|
|
|
|
"wilsonLowerBound": 0.4868509194791947
|
|
|
|
|
},
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 55200,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 15182,
|
|
|
|
|
"successRate": 0.27503623188405796,
|
|
|
|
|
"wilsonLowerBound": 0.27132686908603265
|
|
|
|
|
},
|
|
|
|
|
"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": 3862,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 1162,
|
|
|
|
|
"successRate": 0.30088037286380115,
|
|
|
|
|
"wilsonLowerBound": 0.28661893983872694
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Ascend_910-b4": {
|
|
|
|
|
"llamacpp": {
|
|
|
|
|
"framework": "llamacpp",
|
|
|
|
|
"modelCount": 35896,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 16662,
|
|
|
|
|
"successRate": 0.4641742812569646,
|
|
|
|
|
"wilsonLowerBound": 0.45901915398788135
|
|
|
|
|
},
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 39273,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 10945,
|
|
|
|
|
"successRate": 0.27869019428105823,
|
|
|
|
|
"wilsonLowerBound": 0.27427764580560154
|
|
|
|
|
},
|
|
|
|
|
"vllm_tokenizer_patch": {
|
|
|
|
|
"framework": "vllm_tokenizer_patch",
|
|
|
|
|
"modelCount": 11827,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 4964,
|
|
|
|
|
"successRate": 0.4197175953327133,
|
|
|
|
|
"wilsonLowerBound": 0.41085066154555255
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Biren_166m": {
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 64193,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 12095,
|
|
|
|
|
"successRate": 0.18841618244979982,
|
|
|
|
|
"wilsonLowerBound": 0.18540977288966712
|
|
|
|
|
},
|
|
|
|
|
"vllm_fix_tokenizer": {
|
|
|
|
|
"framework": "vllm_fix_tokenizer",
|
|
|
|
|
"modelCount": 26923,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 5805,
|
|
|
|
|
"successRate": 0.21561490175686215,
|
|
|
|
|
"wilsonLowerBound": 0.2107432044059525
|
|
|
|
|
},
|
|
|
|
|
"vllm_tokenizer_patch": {
|
|
|
|
|
"framework": "vllm_tokenizer_patch",
|
|
|
|
|
"modelCount": 7431,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 99,
|
|
|
|
|
"successRate": 0.013322567622123537,
|
|
|
|
|
"wilsonLowerBound": 0.010955766915679063
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Cambricon_mlu-370-x4": {
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 26538,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 3262,
|
|
|
|
|
"successRate": 0.12291807973472002,
|
|
|
|
|
"wilsonLowerBound": 0.11902208585977148
|
|
|
|
|
},
|
|
|
|
|
"vllm-customized": {
|
|
|
|
|
"framework": "vllm-customized",
|
|
|
|
|
"modelCount": 16499,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 1676,
|
|
|
|
|
"successRate": 0.1015819140553973,
|
|
|
|
|
"wilsonLowerBound": 0.09706454140970787
|
|
|
|
|
},
|
|
|
|
|
"vllm-mlu": {
|
|
|
|
|
"framework": "vllm-mlu",
|
|
|
|
|
"modelCount": 14448,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 5804,
|
|
|
|
|
"successRate": 0.40171650055370983,
|
|
|
|
|
"wilsonLowerBound": 0.3937496202793092
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Cambricon_mlu-370-x8": {
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 24610,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 3801,
|
|
|
|
|
"successRate": 0.15444941080861438,
|
|
|
|
|
"wilsonLowerBound": 0.14998831626725398
|
|
|
|
|
},
|
|
|
|
|
"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": 49569,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 12413,
|
|
|
|
|
"successRate": 0.25041860840444635,
|
|
|
|
|
"wilsonLowerBound": 0.246623934046356
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Iluvatar_bi-100": {
|
|
|
|
|
"transformers": {
|
|
|
|
|
"framework": "transformers",
|
|
|
|
|
"modelCount": 23730,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 3115,
|
|
|
|
|
"successRate": 0.13126843657817108,
|
|
|
|
|
"wilsonLowerBound": 0.12703140151428452
|
|
|
|
|
},
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 86885,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 9768,
|
|
|
|
|
"successRate": 0.11242446912585602,
|
|
|
|
|
"wilsonLowerBound": 0.11034111016663958
|
|
|
|
|
},
|
|
|
|
|
"vllm-patch-tokenizer": {
|
|
|
|
|
"framework": "vllm-patch-tokenizer",
|
|
|
|
|
"modelCount": 44884,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 5453,
|
|
|
|
|
"successRate": 0.12149095446038677,
|
|
|
|
|
"wilsonLowerBound": 0.1185008798617487
|
|
|
|
|
},
|
|
|
|
|
"vllm_fix_tokenizer": {
|
|
|
|
|
"framework": "vllm_fix_tokenizer",
|
|
|
|
|
"modelCount": 43682,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 3613,
|
|
|
|
|
"successRate": 0.08271141431253148,
|
|
|
|
|
"wilsonLowerBound": 0.0801648664243678
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Iluvatar_bi-150": {
|
|
|
|
|
"llamacpp": {
|
|
|
|
|
"framework": "llamacpp",
|
|
|
|
|
"modelCount": 91571,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 22645,
|
|
|
|
|
"successRate": 0.2472944491159865,
|
|
|
|
|
"wilsonLowerBound": 0.24451063554566968
|
|
|
|
|
},
|
|
|
|
|
"transformers": {
|
|
|
|
|
"framework": "transformers",
|
|
|
|
|
"modelCount": 5468,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 580,
|
|
|
|
|
"successRate": 0.10607168983174835,
|
|
|
|
|
"wilsonLowerBound": 0.09818450282521793
|
|
|
|
|
},
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 112803,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 16529,
|
|
|
|
|
"successRate": 0.1465297908743562,
|
|
|
|
|
"wilsonLowerBound": 0.14447809813960977
|
|
|
|
|
},
|
|
|
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
|
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
|
|
|
"modelCount": 22048,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 3868,
|
|
|
|
|
"successRate": 0.1754354136429608,
|
|
|
|
|
"wilsonLowerBound": 0.17047162653903083
|
|
|
|
|
},
|
|
|
|
|
"vllm_fix_tokenizer": {
|
|
|
|
|
"framework": "vllm_fix_tokenizer",
|
|
|
|
|
"modelCount": 43497,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 5659,
|
|
|
|
|
"successRate": 0.1301009265006782,
|
|
|
|
|
"wilsonLowerBound": 0.12697200624487764
|
|
|
|
|
},
|
|
|
|
|
"vllm_tokenizer_patch": {
|
|
|
|
|
"framework": "vllm_tokenizer_patch",
|
|
|
|
|
"modelCount": 7751,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 716,
|
|
|
|
|
"successRate": 0.09237517739646497,
|
|
|
|
|
"wilsonLowerBound": 0.08612927795157699
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Iluvatar_mrv-100": {
|
|
|
|
|
"transformers": {
|
|
|
|
|
"framework": "transformers",
|
|
|
|
|
"modelCount": 205,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 37,
|
|
|
|
|
"successRate": 0.18048780487804877,
|
|
|
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
|
|
|
},
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 33490,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 6490,
|
|
|
|
|
"successRate": 0.19378919080322485,
|
|
|
|
|
"wilsonLowerBound": 0.18959102577474612
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Kunlunxin_p-800": {
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 61433,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 12415,
|
|
|
|
|
"successRate": 0.2020900818778181,
|
|
|
|
|
"wilsonLowerBound": 0.1989333092675725
|
|
|
|
|
},
|
|
|
|
|
"vllm_fix_tokenizer": {
|
|
|
|
|
"framework": "vllm_fix_tokenizer",
|
|
|
|
|
"modelCount": 13378,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 3872,
|
|
|
|
|
"successRate": 0.2894304081327553,
|
|
|
|
|
"wilsonLowerBound": 0.28180686460307297
|
|
|
|
|
},
|
|
|
|
|
"vllm_tokenizer_patch": {
|
|
|
|
|
"framework": "vllm_tokenizer_patch",
|
|
|
|
|
"modelCount": 14915,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 3678,
|
|
|
|
|
"successRate": 0.24659738518270197,
|
|
|
|
|
"wilsonLowerBound": 0.2397456703407609
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"MetaX_c-500": {
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 66201,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 18226,
|
|
|
|
|
"successRate": 0.27531306173622755,
|
|
|
|
|
"wilsonLowerBound": 0.27192356121757655
|
|
|
|
|
},
|
|
|
|
|
"vllm_tokenizer_patch": {
|
|
|
|
|
"framework": "vllm_tokenizer_patch",
|
|
|
|
|
"modelCount": 629,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 389,
|
|
|
|
|
"successRate": 0.6184419713831478,
|
|
|
|
|
"wilsonLowerBound": 0.5798685535158037
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Mthreads_s4000": {
|
|
|
|
|
"llamacpp": {
|
|
|
|
|
"framework": "llamacpp",
|
|
|
|
|
"modelCount": 47930,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 21361,
|
|
|
|
|
"successRate": 0.4456707698727311,
|
|
|
|
|
"wilsonLowerBound": 0.44122547120728284
|
|
|
|
|
},
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 38881,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 4445,
|
|
|
|
|
"successRate": 0.11432319127594455,
|
|
|
|
|
"wilsonLowerBound": 0.11119827186045655
|
|
|
|
|
},
|
|
|
|
|
"vllm_tokenizer_patch": {
|
|
|
|
|
"framework": "vllm_tokenizer_patch",
|
|
|
|
|
"modelCount": 967,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 0,
|
|
|
|
|
"successRate": 0.0,
|
|
|
|
|
"wilsonLowerBound": 0.0
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Sunrise_pt-200-x1": {
|
|
|
|
|
"sglang": {
|
|
|
|
|
"framework": "sglang",
|
|
|
|
|
"modelCount": 6285,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 192,
|
|
|
|
|
"successRate": 0.03054892601431981,
|
|
|
|
|
"wilsonLowerBound": 0.026572683176579088
|
|
|
|
|
},
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 10068,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 755,
|
|
|
|
|
"successRate": 0.07499006754072308,
|
|
|
|
|
"wilsonLowerBound": 0.07000590829180167
|
|
|
|
|
},
|
|
|
|
|
"vllm_fix_tokenizer": {
|
|
|
|
|
"framework": "vllm_fix_tokenizer",
|
|
|
|
|
"modelCount": 6934,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 3024,
|
|
|
|
|
"successRate": 0.43611191231612345,
|
|
|
|
|
"wilsonLowerBound": 0.42447808209095994
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Vastai_va16": {
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 7405,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 244,
|
|
|
|
|
"successRate": 0.03295070898041864,
|
|
|
|
|
"wilsonLowerBound": 0.029120888399895118
|
|
|
|
|
},
|
|
|
|
|
"vllm_fix_tokenizer": {
|
|
|
|
|
"framework": "vllm_fix_tokenizer",
|
|
|
|
|
"modelCount": 15829,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 4925,
|
|
|
|
|
"successRate": 0.31113778507802137,
|
|
|
|
|
"wilsonLowerBound": 0.30397207049064956
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"hygon_k100-ai": {
|
|
|
|
|
"llamacpp": {
|
|
|
|
|
"framework": "llamacpp",
|
|
|
|
|
"modelCount": 27791,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 14150,
|
|
|
|
|
"successRate": 0.5091576409629016,
|
|
|
|
|
"wilsonLowerBound": 0.5032791663292518
|
|
|
|
|
},
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 66227,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 6948,
|
|
|
|
|
"successRate": 0.10491189394053785,
|
|
|
|
|
"wilsonLowerBound": 0.10260085720001878
|
|
|
|
|
},
|
|
|
|
|
"vllm-patch-tokenizer": {
|
|
|
|
|
"framework": "vllm-patch-tokenizer",
|
|
|
|
|
"modelCount": 13339,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 2098,
|
|
|
|
|
"successRate": 0.1572831546592698,
|
|
|
|
|
"wilsonLowerBound": 0.1512035242881588
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"frameworkUpdatedAt": null,
|
2026-10-06 12:18:15 +00:00
|
|
|
"generatedAt": "2026-10-06T12:18:14.056553+00:00",
|
2026-10-06 10:47:45 +00:00
|
|
|
"gpuStats": {
|
|
|
|
|
"Ascend_910-b3": {
|
|
|
|
|
"available": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"backlogHours": 1021.2774193548388,
|
2026-10-06 10:47:45 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Ascend_910-b3",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 8,
|
2026-10-06 12:15:27 +00:00
|
|
|
"qualityFactor": 1.3936008207880142,
|
|
|
|
|
"queueFactor": 0.9849127425246497,
|
|
|
|
|
"queueWeight": 0.9849127425246497,
|
|
|
|
|
"recentSuccess": 44,
|
|
|
|
|
"recentSuccessRate": 0.2838709677419355,
|
|
|
|
|
"recentTerminal": 155,
|
|
|
|
|
"recentWilsonLowerBound": 0.2187854177434936,
|
|
|
|
|
"running": 8,
|
|
|
|
|
"selectionWeight": 1.3725752063869259,
|
2026-10-06 10:47:45 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"throughputPerHour": 25.833333333333332,
|
|
|
|
|
"waiting": 26383
|
2026-10-06 10:47:45 +00:00
|
|
|
},
|
|
|
|
|
"Ascend_910-b4": {
|
|
|
|
|
"available": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"backlogHours": 1169.5945945945946,
|
2026-10-06 10:47:45 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Ascend_910-b4",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 8,
|
2026-10-06 11:53:12 +00:00
|
|
|
"qualityFactor": 2.5,
|
2026-10-06 12:15:27 +00:00
|
|
|
"queueFactor": 0.9650815495395955,
|
|
|
|
|
"queueWeight": 0.9650815495395955,
|
|
|
|
|
"recentSuccess": 53,
|
|
|
|
|
"recentSuccessRate": 0.3581081081081081,
|
|
|
|
|
"recentTerminal": 148,
|
|
|
|
|
"recentWilsonLowerBound": 0.2853531972897633,
|
2026-10-06 12:03:58 +00:00
|
|
|
"running": 8,
|
2026-10-06 12:15:27 +00:00
|
|
|
"selectionWeight": 2.4127038738489888,
|
2026-10-06 10:47:45 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"throughputPerHour": 24.666666666666668,
|
|
|
|
|
"waiting": 28850
|
2026-10-06 10:47:45 +00:00
|
|
|
},
|
|
|
|
|
"Biren_166m": {
|
|
|
|
|
"available": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"backlogHours": 112.93103448275862,
|
2026-10-06 10:47:45 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Biren_166m",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 8,
|
2026-10-06 12:15:27 +00:00
|
|
|
"qualityFactor": 0.733717070633668,
|
2026-10-06 10:47:45 +00:00
|
|
|
"queueFactor": 1.3,
|
|
|
|
|
"queueWeight": 1.3,
|
2026-10-06 12:15:27 +00:00
|
|
|
"recentSuccess": 38,
|
|
|
|
|
"recentSuccessRate": 0.21839080459770116,
|
|
|
|
|
"recentTerminal": 174,
|
|
|
|
|
"recentWilsonLowerBound": 0.16344723117351284,
|
|
|
|
|
"running": 8,
|
|
|
|
|
"selectionWeight": 0.9538321918237684,
|
2026-10-06 10:47:45 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"throughputPerHour": 29.0,
|
|
|
|
|
"waiting": 3275
|
2026-10-06 10:47:45 +00:00
|
|
|
},
|
|
|
|
|
"Cambricon_mlu-370-x4": {
|
|
|
|
|
"available": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"backlogHours": 1447.8181818181818,
|
2026-10-06 10:47:45 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 7,
|
2026-10-06 12:15:27 +00:00
|
|
|
"qualityFactor": 0.28999661466818183,
|
|
|
|
|
"queueFactor": 0.934678411466592,
|
|
|
|
|
"queueWeight": 0.934678411466592,
|
|
|
|
|
"recentSuccess": 12,
|
|
|
|
|
"recentSuccessRate": 0.18181818181818182,
|
|
|
|
|
"recentTerminal": 66,
|
|
|
|
|
"recentWilsonLowerBound": 0.1071850142576424,
|
|
|
|
|
"running": 7,
|
|
|
|
|
"selectionWeight": 0.2710535751287456,
|
2026-10-06 10:47:45 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"throughputPerHour": 11.0,
|
|
|
|
|
"waiting": 15926
|
2026-10-06 10:47:45 +00:00
|
|
|
},
|
|
|
|
|
"Cambricon_mlu-370-x8": {
|
|
|
|
|
"available": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"backlogHours": 368.1617647058823,
|
2026-10-06 10:47:45 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 7,
|
2026-10-06 12:15:27 +00:00
|
|
|
"qualityFactor": 0.8196379858769378,
|
|
|
|
|
"queueFactor": 1.147792845280944,
|
|
|
|
|
"queueWeight": 1.147792845280944,
|
|
|
|
|
"recentSuccess": 32,
|
|
|
|
|
"recentSuccessRate": 0.23529411764705882,
|
|
|
|
|
"recentTerminal": 136,
|
|
|
|
|
"recentWilsonLowerBound": 0.17188509908899885,
|
|
|
|
|
"running": 6,
|
|
|
|
|
"selectionWeight": 0.9407746159100326,
|
2026-10-06 10:47:45 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"throughputPerHour": 22.666666666666668,
|
|
|
|
|
"waiting": 8345
|
2026-10-06 10:47:45 +00:00
|
|
|
},
|
|
|
|
|
"Iluvatar_bi-100": {
|
|
|
|
|
"available": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"backlogHours": 42.85714285714286,
|
2026-10-06 10:47:45 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Iluvatar_bi-100",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 24,
|
|
|
|
|
"qualityFactor": 0.05,
|
|
|
|
|
"queueFactor": 1.3,
|
|
|
|
|
"queueWeight": 1.3,
|
2026-10-06 12:15:27 +00:00
|
|
|
"recentSuccess": 6,
|
|
|
|
|
"recentSuccessRate": 0.012605042016806723,
|
|
|
|
|
"recentTerminal": 476,
|
|
|
|
|
"recentWilsonLowerBound": 0.0057893822156254915,
|
|
|
|
|
"running": 24,
|
2026-10-06 10:47:45 +00:00
|
|
|
"selectionWeight": 0.065,
|
|
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": false,
|
2026-10-06 12:15:27 +00:00
|
|
|
"throughputPerHour": 79.33333333333333,
|
|
|
|
|
"waiting": 3400
|
2026-10-06 10:47:45 +00:00
|
|
|
},
|
|
|
|
|
"Iluvatar_bi-150": {
|
|
|
|
|
"available": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"backlogHours": 123.99350649350649,
|
2026-10-06 10:47:45 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Iluvatar_bi-150",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 50,
|
2026-10-06 12:15:27 +00:00
|
|
|
"qualityFactor": 0.18990526467192925,
|
2026-10-06 10:47:45 +00:00
|
|
|
"queueFactor": 1.3,
|
|
|
|
|
"queueWeight": 1.3,
|
2026-10-06 12:15:27 +00:00
|
|
|
"recentSuccess": 37,
|
|
|
|
|
"recentSuccessRate": 0.12012987012987013,
|
|
|
|
|
"recentTerminal": 308,
|
|
|
|
|
"recentWilsonLowerBound": 0.08842258267648853,
|
|
|
|
|
"running": 3,
|
|
|
|
|
"selectionWeight": 0.24687684407350804,
|
2026-10-06 10:47:45 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"throughputPerHour": 51.333333333333336,
|
2026-10-06 12:03:58 +00:00
|
|
|
"waiting": 6365
|
2026-10-06 10:47:45 +00:00
|
|
|
},
|
|
|
|
|
"Iluvatar_mrv-100": {
|
|
|
|
|
"available": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"backlogHours": 2176.7441860465115,
|
2026-10-06 10:47:45 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Iluvatar_mrv-100",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 2,
|
2026-10-06 12:15:27 +00:00
|
|
|
"qualityFactor": 0.7739771576826002,
|
|
|
|
|
"queueFactor": 0.87922131212623,
|
|
|
|
|
"queueWeight": 0.87922131212623,
|
2026-10-06 12:03:58 +00:00
|
|
|
"recentSuccess": 12,
|
2026-10-06 12:15:27 +00:00
|
|
|
"recentSuccessRate": 0.27906976744186046,
|
|
|
|
|
"recentTerminal": 43,
|
|
|
|
|
"recentWilsonLowerBound": 0.16746451821827155,
|
|
|
|
|
"running": 2,
|
|
|
|
|
"selectionWeight": 0.6804972121334258,
|
2026-10-06 10:47:45 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"throughputPerHour": 7.166666666666667,
|
|
|
|
|
"waiting": 15600
|
2026-10-06 10:47:45 +00:00
|
|
|
},
|
|
|
|
|
"Kunlunxin_p-800": {
|
|
|
|
|
"available": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"backlogHours": 302.4878048780488,
|
2026-10-06 10:47:45 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Kunlunxin_p-800",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 8,
|
2026-10-06 12:15:27 +00:00
|
|
|
"qualityFactor": 0.4141612206759745,
|
|
|
|
|
"queueFactor": 1.1821242735925526,
|
|
|
|
|
"queueWeight": 1.1821242735925526,
|
|
|
|
|
"recentSuccess": 29,
|
|
|
|
|
"recentSuccessRate": 0.17682926829268292,
|
|
|
|
|
"recentTerminal": 164,
|
|
|
|
|
"recentWilsonLowerBound": 0.12603379873907736,
|
2026-10-06 10:47:45 +00:00
|
|
|
"running": 8,
|
2026-10-06 12:15:27 +00:00
|
|
|
"selectionWeight": 0.4895900321417912,
|
2026-10-06 10:47:45 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"throughputPerHour": 27.333333333333332,
|
|
|
|
|
"waiting": 8268
|
2026-10-06 10:47:45 +00:00
|
|
|
},
|
|
|
|
|
"MetaX_c-500": {
|
|
|
|
|
"available": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"backlogHours": 651.8241758241759,
|
2026-10-06 10:47:45 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "MetaX_c-500",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 4,
|
2026-10-06 12:15:27 +00:00
|
|
|
"qualityFactor": 1.8937733610188499,
|
|
|
|
|
"queueFactor": 1.053536887307373,
|
|
|
|
|
"queueWeight": 1.053536887307373,
|
2026-10-06 12:03:58 +00:00
|
|
|
"recentSuccess": 31,
|
2026-10-06 12:15:27 +00:00
|
|
|
"recentSuccessRate": 0.34065934065934067,
|
|
|
|
|
"recentTerminal": 91,
|
|
|
|
|
"recentWilsonLowerBound": 0.25151222788130057,
|
2026-10-06 12:03:58 +00:00
|
|
|
"running": 4,
|
2026-10-06 12:15:27 +00:00
|
|
|
"selectionWeight": 1.995160092033421,
|
2026-10-06 10:47:45 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"throughputPerHour": 15.166666666666666,
|
|
|
|
|
"waiting": 9886
|
2026-10-06 10:47:45 +00:00
|
|
|
},
|
|
|
|
|
"Mthreads_s4000": {
|
|
|
|
|
"available": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"backlogHours": 1845.1267605633802,
|
2026-10-06 10:47:45 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Mthreads_s4000",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 4,
|
2026-10-06 12:15:27 +00:00
|
|
|
"qualityFactor": 2.101562023013682,
|
|
|
|
|
"queueFactor": 0.9012917267862405,
|
|
|
|
|
"queueWeight": 0.9012917267862405,
|
2026-10-06 12:03:58 +00:00
|
|
|
"recentSuccess": 26,
|
2026-10-06 12:15:27 +00:00
|
|
|
"recentSuccessRate": 0.36619718309859156,
|
|
|
|
|
"recentTerminal": 71,
|
|
|
|
|
"recentWilsonLowerBound": 0.2637005388157354,
|
2026-10-06 10:47:45 +00:00
|
|
|
"running": 4,
|
2026-10-06 12:15:27 +00:00
|
|
|
"selectionWeight": 1.8941204646703862,
|
2026-10-06 10:47:45 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"throughputPerHour": 11.833333333333334,
|
2026-10-06 12:03:58 +00:00
|
|
|
"waiting": 21834
|
2026-10-06 10:47:45 +00:00
|
|
|
},
|
|
|
|
|
"Sunrise_pt-200-x1": {
|
|
|
|
|
"available": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"backlogHours": 1930.5283018867924,
|
2026-10-06 10:47:45 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 2,
|
2026-10-06 12:15:27 +00:00
|
|
|
"qualityFactor": 0.20721193274130092,
|
|
|
|
|
"queueFactor": 0.8951954987463989,
|
|
|
|
|
"queueWeight": 0.8951954987463989,
|
2026-10-06 11:41:16 +00:00
|
|
|
"recentSuccess": 9,
|
2026-10-06 12:15:27 +00:00
|
|
|
"recentSuccessRate": 0.16981132075471697,
|
|
|
|
|
"recentTerminal": 53,
|
|
|
|
|
"recentWilsonLowerBound": 0.09199841772223753,
|
2026-10-06 10:47:45 +00:00
|
|
|
"running": 2,
|
2026-10-06 12:15:27 +00:00
|
|
|
"selectionWeight": 0.18549518947655416,
|
2026-10-06 10:47:45 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"throughputPerHour": 8.833333333333334,
|
|
|
|
|
"waiting": 17053
|
2026-10-06 10:47:45 +00:00
|
|
|
},
|
|
|
|
|
"Vastai_va16": {
|
|
|
|
|
"available": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"backlogHours": 997.1368421052631,
|
2026-10-06 10:47:45 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Vastai_va16",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 16,
|
|
|
|
|
"qualityFactor": 0.05,
|
2026-10-06 12:15:27 +00:00
|
|
|
"queueFactor": 0.9884531762605877,
|
|
|
|
|
"queueWeight": 0.9884531762605877,
|
|
|
|
|
"recentSuccess": 5,
|
|
|
|
|
"recentSuccessRate": 0.05263157894736842,
|
|
|
|
|
"recentTerminal": 95,
|
|
|
|
|
"recentWilsonLowerBound": 0.022687778480124217,
|
2026-10-06 10:47:45 +00:00
|
|
|
"running": 16,
|
2026-10-06 12:15:27 +00:00
|
|
|
"selectionWeight": 0.04942265881302939,
|
2026-10-06 10:47:45 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": false,
|
2026-10-06 12:15:27 +00:00
|
|
|
"throughputPerHour": 15.833333333333334,
|
|
|
|
|
"waiting": 15788
|
2026-10-06 10:47:45 +00:00
|
|
|
},
|
|
|
|
|
"hygon_k100-ai": {
|
|
|
|
|
"available": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"backlogHours": 848.5531914893617,
|
2026-10-06 10:47:45 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "hygon_k100-ai",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 6,
|
2026-10-06 12:15:27 +00:00
|
|
|
"qualityFactor": 0.6372068510428108,
|
|
|
|
|
"queueFactor": 1.012668859043609,
|
|
|
|
|
"queueWeight": 1.012668859043609,
|
|
|
|
|
"recentSuccess": 30,
|
|
|
|
|
"recentSuccessRate": 0.2127659574468085,
|
|
|
|
|
"recentTerminal": 141,
|
|
|
|
|
"recentWilsonLowerBound": 0.15329835090284474,
|
|
|
|
|
"running": 6,
|
|
|
|
|
"selectionWeight": 0.6452795348202942,
|
2026-10-06 10:47:45 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-06 12:15:27 +00:00
|
|
|
"throughputPerHour": 23.5,
|
|
|
|
|
"waiting": 19941
|
2026-10-06 10:47:45 +00:00
|
|
|
}
|
|
|
|
|
},
|
2026-10-06 12:15:27 +00:00
|
|
|
"queueAttemptedAt": "2026-10-06T12:15:17.260164+00:00",
|
2026-10-06 10:47:45 +00:00
|
|
|
"queueError": null,
|
2026-10-06 12:15:27 +00:00
|
|
|
"queueUpdatedAt": "2026-10-06T12:15:17.260164+00:00",
|
2026-10-06 10:47:45 +00:00
|
|
|
"supportedGpus": [
|
|
|
|
|
"Vastai_va16",
|
|
|
|
|
"Cambricon_mlu-370-x4",
|
|
|
|
|
"Kunlunxin_p-800",
|
|
|
|
|
"Iluvatar_mrv-100",
|
|
|
|
|
"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
|
|
|
|
|
}
|