2026-10-23 21:59:54 +00:00
|
|
|
{
|
2026-10-23 23:29:37 +00:00
|
|
|
"communityAttemptedAt": "2026-10-23T23:29:05.465060+00:00",
|
2026-10-23 21:59:54 +00:00
|
|
|
"communityError": "ModelHubAPIError: 分页大小不能超过100",
|
|
|
|
|
"communitySample": {},
|
|
|
|
|
"communityUpdatedAt": null,
|
|
|
|
|
"frameworkAttemptedAt": "2026-10-23T21:31:48.466406+00:00",
|
|
|
|
|
"frameworkError": null,
|
|
|
|
|
"frameworkStats": {
|
|
|
|
|
"text-generation": {
|
|
|
|
|
"Ascend_910-b3": {
|
|
|
|
|
"llamacpp": {
|
|
|
|
|
"framework": "llamacpp",
|
|
|
|
|
"modelCount": 44070,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 22229,
|
|
|
|
|
"successRate": 0.5044020875879283,
|
|
|
|
|
"wilsonLowerBound": 0.4997338334708087
|
|
|
|
|
},
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 58703,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 15650,
|
|
|
|
|
"successRate": 0.2665962557279866,
|
|
|
|
|
"wilsonLowerBound": 0.2630345675460065
|
|
|
|
|
},
|
|
|
|
|
"vllm_0.23.0": {
|
|
|
|
|
"framework": "vllm_0.23.0",
|
|
|
|
|
"modelCount": 1,
|
|
|
|
|
"officialConfigError": "framework_mismatch",
|
|
|
|
|
"officialConfigValid": false,
|
|
|
|
|
"successCount": 1,
|
|
|
|
|
"successRate": 1.0,
|
|
|
|
|
"wilsonLowerBound": 0.20654329147389294
|
|
|
|
|
},
|
|
|
|
|
"vllm_tokenizer_patch": {
|
|
|
|
|
"framework": "vllm_tokenizer_patch",
|
|
|
|
|
"modelCount": 5689,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 1834,
|
|
|
|
|
"successRate": 0.32237651608367024,
|
|
|
|
|
"wilsonLowerBound": 0.3103544239485514
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Ascend_910-b4": {
|
|
|
|
|
"llamacpp": {
|
|
|
|
|
"framework": "llamacpp",
|
|
|
|
|
"modelCount": 39146,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 18845,
|
|
|
|
|
"successRate": 0.48140295304756553,
|
|
|
|
|
"wilsonLowerBound": 0.4764552874390643
|
|
|
|
|
},
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 40951,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 11208,
|
|
|
|
|
"successRate": 0.2736929501111084,
|
|
|
|
|
"wilsonLowerBound": 0.2693959990300839
|
|
|
|
|
},
|
|
|
|
|
"vllm_tokenizer_patch": {
|
|
|
|
|
"framework": "vllm_tokenizer_patch",
|
|
|
|
|
"modelCount": 14761,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 6078,
|
|
|
|
|
"successRate": 0.4117607208183727,
|
|
|
|
|
"wilsonLowerBound": 0.4038450969648291
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Biren_166m": {
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 64319,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 12100,
|
|
|
|
|
"successRate": 0.18812481537337333,
|
|
|
|
|
"wilsonLowerBound": 0.18512314649704006
|
|
|
|
|
},
|
|
|
|
|
"vllm_fix_tokenizer": {
|
|
|
|
|
"framework": "vllm_fix_tokenizer",
|
|
|
|
|
"modelCount": 36940,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 7724,
|
|
|
|
|
"successRate": 0.20909583107742286,
|
|
|
|
|
"wilsonLowerBound": 0.20497910760490584
|
|
|
|
|
},
|
|
|
|
|
"vllm_tokenizer_patch": {
|
|
|
|
|
"framework": "vllm_tokenizer_patch",
|
|
|
|
|
"modelCount": 8471,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 117,
|
|
|
|
|
"successRate": 0.013811828591665683,
|
|
|
|
|
"wilsonLowerBound": 0.011537636115839061
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Cambricon_mlu-370-x4": {
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 26824,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 3294,
|
|
|
|
|
"successRate": 0.12280047718461079,
|
|
|
|
|
"wilsonLowerBound": 0.11892665277892703
|
|
|
|
|
},
|
|
|
|
|
"vllm-customized": {
|
|
|
|
|
"framework": "vllm-customized",
|
|
|
|
|
"modelCount": 16526,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 1676,
|
|
|
|
|
"successRate": 0.10141595062326032,
|
|
|
|
|
"wilsonLowerBound": 0.09690557044342328
|
|
|
|
|
},
|
|
|
|
|
"vllm-mlu": {
|
|
|
|
|
"framework": "vllm-mlu",
|
|
|
|
|
"modelCount": 18084,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 6934,
|
|
|
|
|
"successRate": 0.3834328688343287,
|
|
|
|
|
"wilsonLowerBound": 0.37637164145217955
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Cambricon_mlu-370-x8": {
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 24850,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 3811,
|
|
|
|
|
"successRate": 0.15336016096579477,
|
|
|
|
|
"wilsonLowerBound": 0.1489335547799854
|
|
|
|
|
},
|
|
|
|
|
"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": 56623,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 14201,
|
|
|
|
|
"successRate": 0.25079914522367236,
|
|
|
|
|
"wilsonLowerBound": 0.2472456918196944
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Iluvatar_bi-100": {
|
|
|
|
|
"transformers": {
|
|
|
|
|
"framework": "transformers",
|
|
|
|
|
"modelCount": 26297,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 3462,
|
|
|
|
|
"successRate": 0.13164999809864242,
|
|
|
|
|
"wilsonLowerBound": 0.12761715747267202
|
|
|
|
|
},
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 87134,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 9775,
|
|
|
|
|
"successRate": 0.11218353340831363,
|
|
|
|
|
"wilsonLowerBound": 0.11010510375972507
|
|
|
|
|
},
|
|
|
|
|
"vllm-patch-tokenizer": {
|
|
|
|
|
"framework": "vllm-patch-tokenizer",
|
|
|
|
|
"modelCount": 50500,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 5775,
|
|
|
|
|
"successRate": 0.11435643564356436,
|
|
|
|
|
"wilsonLowerBound": 0.11161003541047346
|
|
|
|
|
},
|
|
|
|
|
"vllm_fix_tokenizer": {
|
|
|
|
|
"framework": "vllm_fix_tokenizer",
|
|
|
|
|
"modelCount": 53131,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 3873,
|
|
|
|
|
"successRate": 0.07289529653121529,
|
|
|
|
|
"wilsonLowerBound": 0.0707155110151609
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Iluvatar_bi-150": {
|
|
|
|
|
"llamacpp": {
|
|
|
|
|
"framework": "llamacpp",
|
|
|
|
|
"modelCount": 95339,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 24120,
|
|
|
|
|
"successRate": 0.25299195502365246,
|
|
|
|
|
"wilsonLowerBound": 0.2502424047517867
|
|
|
|
|
},
|
|
|
|
|
"llamacpp_opt": {
|
|
|
|
|
"framework": "llamacpp_opt",
|
|
|
|
|
"modelCount": 156,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 0,
|
|
|
|
|
"successRate": 0.0,
|
|
|
|
|
"wilsonLowerBound": 0.0
|
|
|
|
|
},
|
|
|
|
|
"transformers": {
|
|
|
|
|
"framework": "transformers",
|
|
|
|
|
"modelCount": 5745,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 601,
|
|
|
|
|
"successRate": 0.10461270670147954,
|
|
|
|
|
"wilsonLowerBound": 0.09696092279125221
|
|
|
|
|
},
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 112962,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 16543,
|
|
|
|
|
"successRate": 0.14644747791292648,
|
|
|
|
|
"wilsonLowerBound": 0.14439770382281036
|
|
|
|
|
},
|
|
|
|
|
"vllm-0.17.0": {
|
|
|
|
|
"framework": "vllm-0.17.0",
|
|
|
|
|
"modelCount": 344,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 1,
|
|
|
|
|
"successRate": 0.0029069767441860465,
|
|
|
|
|
"wilsonLowerBound": 0.0005133240107990931
|
|
|
|
|
},
|
|
|
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
|
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
|
|
|
"modelCount": 26401,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 4250,
|
|
|
|
|
"successRate": 0.16097875080489377,
|
|
|
|
|
"wilsonLowerBound": 0.15659492958501842
|
|
|
|
|
},
|
|
|
|
|
"vllm_fix_tokenizer": {
|
|
|
|
|
"framework": "vllm_fix_tokenizer",
|
|
|
|
|
"modelCount": 44697,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 5813,
|
|
|
|
|
"successRate": 0.13005347115018906,
|
|
|
|
|
"wilsonLowerBound": 0.12696689152913743
|
|
|
|
|
},
|
|
|
|
|
"vllm_tokenizer_patch": {
|
|
|
|
|
"framework": "vllm_tokenizer_patch",
|
|
|
|
|
"modelCount": 8599,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 841,
|
|
|
|
|
"successRate": 0.09780207000814048,
|
|
|
|
|
"wilsonLowerBound": 0.09170198826594261
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Iluvatar_mrv-100": {
|
|
|
|
|
"transformers": {
|
|
|
|
|
"framework": "transformers",
|
|
|
|
|
"modelCount": 205,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 37,
|
|
|
|
|
"successRate": 0.18048780487804877,
|
|
|
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
|
|
|
},
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 36113,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 7315,
|
|
|
|
|
"successRate": 0.2025586353944563,
|
|
|
|
|
"wilsonLowerBound": 0.19844513876393066
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Kunlunxin_p-800": {
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 61597,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 12431,
|
|
|
|
|
"successRate": 0.20181177654755914,
|
|
|
|
|
"wilsonLowerBound": 0.19866083314651803
|
|
|
|
|
},
|
|
|
|
|
"vllm_fix_tokenizer": {
|
|
|
|
|
"framework": "vllm_fix_tokenizer",
|
|
|
|
|
"modelCount": 19523,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 5511,
|
|
|
|
|
"successRate": 0.28228243610100906,
|
|
|
|
|
"wilsonLowerBound": 0.27601178904036566
|
|
|
|
|
},
|
|
|
|
|
"vllm_tokenizer_patch": {
|
|
|
|
|
"framework": "vllm_tokenizer_patch",
|
|
|
|
|
"modelCount": 16530,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 3991,
|
|
|
|
|
"successRate": 0.24143980641258317,
|
|
|
|
|
"wilsonLowerBound": 0.23497628620364494
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"MetaX_c-500": {
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 70277,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 19292,
|
|
|
|
|
"successRate": 0.2745137100331545,
|
|
|
|
|
"wilsonLowerBound": 0.27122661795564834
|
|
|
|
|
},
|
|
|
|
|
"vllm_tokenizer_patch": {
|
|
|
|
|
"framework": "vllm_tokenizer_patch",
|
|
|
|
|
"modelCount": 1989,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 1142,
|
|
|
|
|
"successRate": 0.5741578682755153,
|
|
|
|
|
"wilsonLowerBound": 0.5523044519431793
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Mthreads_s4000": {
|
|
|
|
|
"llamacpp": {
|
|
|
|
|
"framework": "llamacpp",
|
|
|
|
|
"modelCount": 48813,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 21851,
|
|
|
|
|
"successRate": 0.44764714317907117,
|
|
|
|
|
"wilsonLowerBound": 0.4432401556332851
|
|
|
|
|
},
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 41643,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 5357,
|
|
|
|
|
"successRate": 0.12864106812669596,
|
|
|
|
|
"wilsonLowerBound": 0.12545960450812793
|
|
|
|
|
},
|
|
|
|
|
"vllm_tokenizer_patch": {
|
|
|
|
|
"framework": "vllm_tokenizer_patch",
|
|
|
|
|
"modelCount": 1299,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 0,
|
|
|
|
|
"successRate": 0.0,
|
|
|
|
|
"wilsonLowerBound": 0.0
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Sunrise_pt-200-x1": {
|
|
|
|
|
"sglang": {
|
|
|
|
|
"framework": "sglang",
|
|
|
|
|
"modelCount": 6289,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 192,
|
|
|
|
|
"successRate": 0.03052949594530132,
|
|
|
|
|
"wilsonLowerBound": 0.026555749965692398
|
|
|
|
|
},
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 10117,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 766,
|
|
|
|
|
"successRate": 0.07571414450924187,
|
|
|
|
|
"wilsonLowerBound": 0.07071873575009961
|
|
|
|
|
},
|
|
|
|
|
"vllm_fix_tokenizer": {
|
|
|
|
|
"framework": "vllm_fix_tokenizer",
|
|
|
|
|
"modelCount": 8010,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 3521,
|
|
|
|
|
"successRate": 0.4395755305867665,
|
|
|
|
|
"wilsonLowerBound": 0.42873742450636065
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"Vastai_va16": {
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 7447,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 247,
|
|
|
|
|
"successRate": 0.03316771854438029,
|
|
|
|
|
"wilsonLowerBound": 0.0293351145479967
|
|
|
|
|
},
|
|
|
|
|
"vllm_fix_tokenizer": {
|
|
|
|
|
"framework": "vllm_fix_tokenizer",
|
|
|
|
|
"modelCount": 20833,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 5925,
|
|
|
|
|
"successRate": 0.28440455047280755,
|
|
|
|
|
"wilsonLowerBound": 0.2783186609356636
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"hygon_k100-ai": {
|
|
|
|
|
"llamacpp": {
|
|
|
|
|
"framework": "llamacpp",
|
|
|
|
|
"modelCount": 29356,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 15054,
|
|
|
|
|
"successRate": 0.5128082845074261,
|
|
|
|
|
"wilsonLowerBound": 0.5070891016733915
|
|
|
|
|
},
|
|
|
|
|
"vllm": {
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
"modelCount": 68955,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 7494,
|
|
|
|
|
"successRate": 0.10867957363497933,
|
|
|
|
|
"wilsonLowerBound": 0.10637825641278309
|
|
|
|
|
},
|
|
|
|
|
"vllm-patch-tokenizer": {
|
|
|
|
|
"framework": "vllm-patch-tokenizer",
|
|
|
|
|
"modelCount": 14553,
|
|
|
|
|
"officialConfigError": null,
|
|
|
|
|
"officialConfigValid": true,
|
|
|
|
|
"successCount": 2643,
|
|
|
|
|
"successRate": 0.1816120387548959,
|
|
|
|
|
"wilsonLowerBound": 0.17543261396856724
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"frameworkUpdatedAt": null,
|
2026-10-23 23:31:23 +00:00
|
|
|
"generatedAt": "2026-10-23T23:31:17.265495+00:00",
|
2026-10-23 21:59:54 +00:00
|
|
|
"gpuStats": {
|
|
|
|
|
"Ascend_910-b3": {
|
|
|
|
|
"available": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"backlogHours": 1304.8125,
|
2026-10-23 21:59:54 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Ascend_910-b3",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 10,
|
2026-10-23 23:31:23 +00:00
|
|
|
"qualityFactor": 0.6045729473636096,
|
|
|
|
|
"queueFactor": 0.9786054328578189,
|
|
|
|
|
"queueWeight": 0.9786054328578189,
|
|
|
|
|
"recentSuccess": 43,
|
|
|
|
|
"recentSuccessRate": 0.3359375,
|
|
|
|
|
"recentTerminal": 128,
|
|
|
|
|
"recentWilsonLowerBound": 0.2599524974619113,
|
2026-10-23 21:59:54 +00:00
|
|
|
"running": 10,
|
2026-10-23 23:31:23 +00:00
|
|
|
"selectionWeight": 0.5916383708488925,
|
2026-10-23 21:59:54 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"throughputPerHour": 21.333333333333332,
|
|
|
|
|
"waiting": 27836
|
2026-10-23 21:59:54 +00:00
|
|
|
},
|
|
|
|
|
"Ascend_910-b4": {
|
|
|
|
|
"available": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"backlogHours": 1497.9692307692308,
|
2026-10-23 21:59:54 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Ascend_910-b4",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 10,
|
2026-10-23 23:31:23 +00:00
|
|
|
"qualityFactor": 0.9072329343589801,
|
|
|
|
|
"queueFactor": 0.9585491906765753,
|
|
|
|
|
"queueWeight": 0.9585491906765753,
|
2026-10-23 23:09:59 +00:00
|
|
|
"recentSuccess": 51,
|
2026-10-23 23:31:23 +00:00
|
|
|
"recentSuccessRate": 0.3923076923076923,
|
|
|
|
|
"recentTerminal": 130,
|
|
|
|
|
"recentWilsonLowerBound": 0.3126200051001405,
|
2026-10-23 22:59:43 +00:00
|
|
|
"running": 10,
|
2026-10-23 23:31:23 +00:00
|
|
|
"selectionWeight": 0.8696273949849349,
|
2026-10-23 21:59:54 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"throughputPerHour": 21.666666666666668,
|
|
|
|
|
"waiting": 32456
|
2026-10-23 21:59:54 +00:00
|
|
|
},
|
|
|
|
|
"Biren_166m": {
|
|
|
|
|
"available": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"backlogHours": 190.7826086956522,
|
2026-10-23 21:59:54 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Biren_166m",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 10,
|
|
|
|
|
"qualityFactor": 0.05,
|
2026-10-23 23:20:27 +00:00
|
|
|
"queueFactor": 1.3,
|
|
|
|
|
"queueWeight": 1.3,
|
2026-10-23 23:31:23 +00:00
|
|
|
"recentSuccess": 14,
|
|
|
|
|
"recentSuccessRate": 0.10144927536231885,
|
2026-10-23 23:20:27 +00:00
|
|
|
"recentTerminal": 138,
|
2026-10-23 23:31:23 +00:00
|
|
|
"recentWilsonLowerBound": 0.06139672581345134,
|
|
|
|
|
"running": 11,
|
2026-10-23 23:20:27 +00:00
|
|
|
"selectionWeight": 0.065,
|
2026-10-23 21:59:54 +00:00
|
|
|
"stale": false,
|
2026-10-23 22:49:20 +00:00
|
|
|
"submissionEligible": true,
|
2026-10-23 23:20:27 +00:00
|
|
|
"throughputPerHour": 23.0,
|
2026-10-23 23:31:23 +00:00
|
|
|
"waiting": 4388
|
2026-10-23 21:59:54 +00:00
|
|
|
},
|
|
|
|
|
"Cambricon_mlu-370-x4": {
|
|
|
|
|
"available": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"backlogHours": 1906.842105263158,
|
2026-10-23 21:59:54 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 7,
|
2026-10-23 23:31:23 +00:00
|
|
|
"qualityFactor": 0.32236203774270433,
|
|
|
|
|
"queueFactor": 0.9244695878324398,
|
|
|
|
|
"queueWeight": 0.9244695878324398,
|
2026-10-23 23:20:27 +00:00
|
|
|
"recentSuccess": 17,
|
2026-10-23 23:31:23 +00:00
|
|
|
"recentSuccessRate": 0.2982456140350877,
|
|
|
|
|
"recentTerminal": 57,
|
|
|
|
|
"recentWilsonLowerBound": 0.19532392409243257,
|
|
|
|
|
"running": 8,
|
|
|
|
|
"selectionWeight": 0.29801390016482326,
|
2026-10-23 21:59:54 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"throughputPerHour": 9.5,
|
2026-10-23 23:20:27 +00:00
|
|
|
"waiting": 18115
|
2026-10-23 21:59:54 +00:00
|
|
|
},
|
|
|
|
|
"Cambricon_mlu-370-x8": {
|
|
|
|
|
"available": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"backlogHours": 657.6705882352942,
|
2026-10-23 21:59:54 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 7,
|
2026-10-23 23:31:23 +00:00
|
|
|
"qualityFactor": 0.07508818947797904,
|
|
|
|
|
"queueFactor": 1.084522523020182,
|
|
|
|
|
"queueWeight": 1.084522523020182,
|
|
|
|
|
"recentSuccess": 14,
|
|
|
|
|
"recentSuccessRate": 0.16470588235294117,
|
|
|
|
|
"recentTerminal": 85,
|
|
|
|
|
"recentWilsonLowerBound": 0.1007237036038737,
|
2026-10-23 23:09:59 +00:00
|
|
|
"running": 7,
|
2026-10-23 23:31:23 +00:00
|
|
|
"selectionWeight": 0.08143483270167531,
|
2026-10-23 21:59:54 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"throughputPerHour": 14.166666666666666,
|
2026-10-23 23:09:59 +00:00
|
|
|
"waiting": 9317
|
2026-10-23 21:59:54 +00:00
|
|
|
},
|
|
|
|
|
"Iluvatar_bi-100": {
|
|
|
|
|
"available": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"backlogHours": 82.31067961165049,
|
2026-10-23 21:59:54 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Iluvatar_bi-100",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 24,
|
2026-10-23 23:31:23 +00:00
|
|
|
"qualityFactor": 0.06837057215042622,
|
2026-10-23 21:59:54 +00:00
|
|
|
"queueFactor": 1.3,
|
|
|
|
|
"queueWeight": 1.3,
|
2026-10-23 23:31:23 +00:00
|
|
|
"recentSuccess": 40,
|
|
|
|
|
"recentSuccessRate": 0.12944983818770225,
|
|
|
|
|
"recentTerminal": 309,
|
|
|
|
|
"recentWilsonLowerBound": 0.09652295008970618,
|
2026-10-23 23:09:59 +00:00
|
|
|
"running": 24,
|
2026-10-23 23:31:23 +00:00
|
|
|
"selectionWeight": 0.08888174379555408,
|
2026-10-23 21:59:54 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"throughputPerHour": 51.5,
|
|
|
|
|
"waiting": 4239
|
2026-10-23 21:59:54 +00:00
|
|
|
},
|
|
|
|
|
"Iluvatar_bi-150": {
|
|
|
|
|
"available": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"backlogHours": 352.1470588235294,
|
2026-10-23 21:59:54 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Iluvatar_bi-150",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 50,
|
2026-10-23 22:05:01 +00:00
|
|
|
"qualityFactor": 0.05,
|
2026-10-23 23:31:23 +00:00
|
|
|
"queueFactor": 1.1910533883356311,
|
|
|
|
|
"queueWeight": 1.1910533883356311,
|
|
|
|
|
"recentSuccess": 11,
|
|
|
|
|
"recentSuccessRate": 0.08088235294117647,
|
|
|
|
|
"recentTerminal": 136,
|
|
|
|
|
"recentWilsonLowerBound": 0.04576149077432125,
|
|
|
|
|
"running": 14,
|
|
|
|
|
"selectionWeight": 0.059552669416781556,
|
2026-10-23 21:59:54 +00:00
|
|
|
"stale": false,
|
2026-10-23 22:38:54 +00:00
|
|
|
"submissionEligible": false,
|
2026-10-23 23:31:23 +00:00
|
|
|
"throughputPerHour": 22.666666666666668,
|
|
|
|
|
"waiting": 7982
|
2026-10-23 21:59:54 +00:00
|
|
|
},
|
|
|
|
|
"Iluvatar_mrv-100": {
|
|
|
|
|
"available": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"backlogHours": 2470.3076923076924,
|
2026-10-23 21:59:54 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Iluvatar_mrv-100",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 2,
|
2026-10-23 23:31:23 +00:00
|
|
|
"qualityFactor": 0.45050552339136246,
|
|
|
|
|
"queueFactor": 0.8892567719475185,
|
|
|
|
|
"queueWeight": 0.8892567719475185,
|
2026-10-23 23:20:27 +00:00
|
|
|
"recentSuccess": 14,
|
|
|
|
|
"recentSuccessRate": 0.358974358974359,
|
2026-10-23 23:09:59 +00:00
|
|
|
"recentTerminal": 39,
|
2026-10-23 23:20:27 +00:00
|
|
|
"recentWilsonLowerBound": 0.22741884696491108,
|
2026-10-23 22:28:21 +00:00
|
|
|
"running": 2,
|
2026-10-23 23:31:23 +00:00
|
|
|
"selectionWeight": 0.40061508747553026,
|
2026-10-23 21:59:54 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-23 23:09:59 +00:00
|
|
|
"throughputPerHour": 6.5,
|
2026-10-23 23:31:23 +00:00
|
|
|
"waiting": 16057
|
2026-10-23 21:59:54 +00:00
|
|
|
},
|
|
|
|
|
"Kunlunxin_p-800": {
|
|
|
|
|
"available": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"backlogHours": 434.1463414634146,
|
2026-10-23 21:59:54 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Kunlunxin_p-800",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 8,
|
2026-10-23 23:31:23 +00:00
|
|
|
"qualityFactor": 0.15894166167704177,
|
|
|
|
|
"queueFactor": 1.1542354719743604,
|
|
|
|
|
"queueWeight": 1.1542354719743604,
|
|
|
|
|
"recentSuccess": 25,
|
|
|
|
|
"recentSuccessRate": 0.2032520325203252,
|
|
|
|
|
"recentTerminal": 123,
|
|
|
|
|
"recentWilsonLowerBound": 0.1416321145776123,
|
|
|
|
|
"running": 9,
|
|
|
|
|
"selectionWeight": 0.18345610388218941,
|
2026-10-23 21:59:54 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"throughputPerHour": 20.5,
|
|
|
|
|
"waiting": 8900
|
2026-10-23 21:59:54 +00:00
|
|
|
},
|
|
|
|
|
"MetaX_c-500": {
|
|
|
|
|
"available": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"backlogHours": 786.2758620689655,
|
2026-10-23 21:59:54 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "MetaX_c-500",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 4,
|
2026-10-23 23:31:23 +00:00
|
|
|
"qualityFactor": 0.5220852183139554,
|
|
|
|
|
"queueFactor": 1.055853337980739,
|
|
|
|
|
"queueWeight": 1.055853337980739,
|
|
|
|
|
"recentSuccess": 29,
|
|
|
|
|
"recentSuccessRate": 0.3333333333333333,
|
|
|
|
|
"recentTerminal": 87,
|
|
|
|
|
"recentWilsonLowerBound": 0.2431846311443509,
|
2026-10-23 21:59:54 +00:00
|
|
|
"running": 4,
|
2026-10-23 23:31:23 +00:00
|
|
|
"selectionWeight": 0.5512454204671927,
|
2026-10-23 21:59:54 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"throughputPerHour": 14.5,
|
|
|
|
|
"waiting": 11401
|
2026-10-23 21:59:54 +00:00
|
|
|
},
|
|
|
|
|
"Mthreads_s4000": {
|
|
|
|
|
"available": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"backlogHours": 2504.0,
|
2026-10-23 21:59:54 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Mthreads_s4000",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 4,
|
|
|
|
|
"qualityFactor": 2.5,
|
2026-10-23 23:31:23 +00:00
|
|
|
"queueFactor": 0.8874516272534638,
|
|
|
|
|
"queueWeight": 0.8874516272534638,
|
|
|
|
|
"recentSuccess": 39,
|
|
|
|
|
"recentSuccessRate": 0.6190476190476191,
|
|
|
|
|
"recentTerminal": 63,
|
|
|
|
|
"recentWilsonLowerBound": 0.49558404006594975,
|
2026-10-23 22:28:21 +00:00
|
|
|
"running": 4,
|
2026-10-23 23:31:23 +00:00
|
|
|
"selectionWeight": 2.2186290681336596,
|
2026-10-23 21:59:54 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"throughputPerHour": 10.5,
|
|
|
|
|
"waiting": 26292
|
2026-10-23 21:59:54 +00:00
|
|
|
},
|
|
|
|
|
"Sunrise_pt-200-x1": {
|
|
|
|
|
"available": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"backlogHours": 4671.75,
|
2026-10-23 21:59:54 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 2,
|
|
|
|
|
"qualityFactor": 0.05,
|
2026-10-23 23:31:23 +00:00
|
|
|
"queueFactor": 0.8081982386345015,
|
|
|
|
|
"queueWeight": 0.8081982386345015,
|
2026-10-23 22:17:53 +00:00
|
|
|
"recentSuccess": 3,
|
2026-10-23 23:31:23 +00:00
|
|
|
"recentSuccessRate": 0.125,
|
|
|
|
|
"recentTerminal": 24,
|
|
|
|
|
"recentWilsonLowerBound": 0.043442550393155845,
|
2026-10-23 21:59:54 +00:00
|
|
|
"running": 2,
|
2026-10-23 23:31:23 +00:00
|
|
|
"selectionWeight": 0.04040991193172508,
|
2026-10-23 21:59:54 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": false,
|
2026-10-23 23:31:23 +00:00
|
|
|
"throughputPerHour": 4.0,
|
2026-10-23 23:09:59 +00:00
|
|
|
"waiting": 18687
|
2026-10-23 21:59:54 +00:00
|
|
|
},
|
|
|
|
|
"Vastai_va16": {
|
|
|
|
|
"available": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"backlogHours": 957.2920353982302,
|
2026-10-23 21:59:54 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "Vastai_va16",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 16,
|
2026-10-23 23:31:23 +00:00
|
|
|
"qualityFactor": 0.47033477098436194,
|
|
|
|
|
"queueFactor": 1.0251399818282536,
|
|
|
|
|
"queueWeight": 1.0251399818282536,
|
|
|
|
|
"recentSuccess": 35,
|
|
|
|
|
"recentSuccessRate": 0.30973451327433627,
|
|
|
|
|
"recentTerminal": 113,
|
|
|
|
|
"recentWilsonLowerBound": 0.23191541688374975,
|
2026-10-23 22:59:43 +00:00
|
|
|
"running": 16,
|
2026-10-23 23:31:23 +00:00
|
|
|
"selectionWeight": 0.48215897858010465,
|
2026-10-23 21:59:54 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"throughputPerHour": 18.833333333333332,
|
|
|
|
|
"waiting": 18029
|
2026-10-23 21:59:54 +00:00
|
|
|
},
|
|
|
|
|
"hygon_k100-ai": {
|
|
|
|
|
"available": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"backlogHours": 1301.9473684210527,
|
2026-10-23 21:59:54 +00:00
|
|
|
"canVerify": true,
|
|
|
|
|
"error": null,
|
|
|
|
|
"gpu": "hygon_k100-ai",
|
|
|
|
|
"healthFactor": 1.0,
|
|
|
|
|
"maxConcurrentTasks": 6,
|
2026-10-23 23:31:23 +00:00
|
|
|
"qualityFactor": 0.4270578960635438,
|
|
|
|
|
"queueFactor": 0.9789281664709863,
|
|
|
|
|
"queueWeight": 0.9789281664709863,
|
|
|
|
|
"recentSuccess": 34,
|
|
|
|
|
"recentSuccessRate": 0.2982456140350877,
|
|
|
|
|
"recentTerminal": 114,
|
|
|
|
|
"recentWilsonLowerBound": 0.22196010636934352,
|
2026-10-23 23:09:59 +00:00
|
|
|
"running": 6,
|
2026-10-23 23:31:23 +00:00
|
|
|
"selectionWeight": 0.418059003170442,
|
2026-10-23 21:59:54 +00:00
|
|
|
"stale": false,
|
|
|
|
|
"submissionEligible": true,
|
2026-10-23 23:31:23 +00:00
|
|
|
"throughputPerHour": 19.0,
|
|
|
|
|
"waiting": 24737
|
2026-10-23 21:59:54 +00:00
|
|
|
}
|
|
|
|
|
},
|
2026-10-23 23:31:23 +00:00
|
|
|
"queueAttemptedAt": "2026-10-23T23:31:17.265495+00:00",
|
2026-10-23 21:59:54 +00:00
|
|
|
"queueError": null,
|
2026-10-23 23:31:23 +00:00
|
|
|
"queueUpdatedAt": "2026-10-23T23:31:17.265495+00:00",
|
2026-10-23 21:59:54 +00:00
|
|
|
"supportedGpus": [
|
|
|
|
|
"Cambricon_mlu-370-x4",
|
|
|
|
|
"Vastai_va16",
|
|
|
|
|
"Iluvatar_mrv-100",
|
|
|
|
|
"Kunlunxin_p-800",
|
|
|
|
|
"Iluvatar_bi-150",
|
|
|
|
|
"hygon_k100-ai",
|
|
|
|
|
"MetaX_c-500",
|
|
|
|
|
"Sunrise_pt-200-x1",
|
|
|
|
|
"Ascend_910-b4",
|
|
|
|
|
"Ascend_910-b3",
|
|
|
|
|
"Biren_166m",
|
|
|
|
|
"Iluvatar_bi-100",
|
|
|
|
|
"Cambricon_mlu-370-x8",
|
|
|
|
|
"Mthreads_s4000"
|
|
|
|
|
],
|
|
|
|
|
"taskTypes": [
|
|
|
|
|
"text-generation"
|
|
|
|
|
],
|
|
|
|
|
"throughputWindowHours": 6,
|
|
|
|
|
"version": 3
|
|
|
|
|
}
|
