791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-24T04:25:03.063246+00:00",
|
|
"communityError": "ModelHubAPIError: 分页大小不能超过100",
|
|
"communitySample": {},
|
|
"communityUpdatedAt": null,
|
|
"frameworkAttemptedAt": "2026-10-23T23:51:56.760130+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 44076,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 22232,
|
|
"successRate": 0.5044014883383248,
|
|
"wilsonLowerBound": 0.49973355197464675
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58715,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15651,
|
|
"successRate": 0.26655880098782253,
|
|
"wilsonLowerBound": 0.2629976375781863
|
|
},
|
|
"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": 5698,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1837,
|
|
"successRate": 0.3223938223938224,
|
|
"wilsonLowerBound": 0.31038094619384193
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 39167,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18856,
|
|
"successRate": 0.4814256899941277,
|
|
"wilsonLowerBound": 0.47647933972395634
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40956,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11208,
|
|
"successRate": 0.2736595370641664,
|
|
"wilsonLowerBound": 0.2693630143473022
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14773,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6082,
|
|
"successRate": 0.4116970148243417,
|
|
"wilsonLowerBound": 0.40378479714350907
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64320,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12100,
|
|
"successRate": 0.1881218905472637,
|
|
"wilsonLowerBound": 0.18512026307078902
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 36999,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7729,
|
|
"successRate": 0.2088975377712911,
|
|
"wilsonLowerBound": 0.20478554013380765
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8473,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 117,
|
|
"successRate": 0.013808568393721233,
|
|
"wilsonLowerBound": 0.011534909873015519
|
|
}
|
|
},
|
|
"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": 18095,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6940,
|
|
"successRate": 0.38353136225476653,
|
|
"wilsonLowerBound": 0.3764719088234268
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24851,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3811,
|
|
"successRate": 0.15335398977908335,
|
|
"wilsonLowerBound": 0.14892754632288038
|
|
},
|
|
"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": 56667,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14210,
|
|
"successRate": 0.2507632308045247,
|
|
"wilsonLowerBound": 0.24721132304313462
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 26339,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3480,
|
|
"successRate": 0.13212346710201603,
|
|
"wilsonLowerBound": 0.12808751247836736
|
|
},
|
|
"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": 50505,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5775,
|
|
"successRate": 0.11434511434511435,
|
|
"wilsonLowerBound": 0.11159896911016763
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 53148,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3873,
|
|
"successRate": 0.07287198013095507,
|
|
"wilsonLowerBound": 0.07069286569695298
|
|
}
|
|
},
|
|
"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": 5778,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 603,
|
|
"successRate": 0.1043613707165109,
|
|
"wilsonLowerBound": 0.09673926004679698
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112963,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16543,
|
|
"successRate": 0.14644618149305524,
|
|
"wilsonLowerBound": 0.14439642402628244
|
|
},
|
|
"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": 26405,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4250,
|
|
"successRate": 0.16095436470365462,
|
|
"wilsonLowerBound": 0.15657114662712518
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44699,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5813,
|
|
"successRate": 0.13004765207275332,
|
|
"wilsonLowerBound": 0.12696120061804686
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8600,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 841,
|
|
"successRate": 0.0977906976744186,
|
|
"wilsonLowerBound": 0.09169129048167148
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 36128,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7321,
|
|
"successRate": 0.20264061116031887,
|
|
"wilsonLowerBound": 0.19852732788986827
|
|
}
|
|
},
|
|
"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": 19537,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5518,
|
|
"successRate": 0.28243845012028457,
|
|
"wilsonLowerBound": 0.27616894646018736
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16538,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3992,
|
|
"successRate": 0.2413834804692224,
|
|
"wilsonLowerBound": 0.23492204062667105
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 70287,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19296,
|
|
"successRate": 0.27453156344701013,
|
|
"wilsonLowerBound": 0.27124463666828885
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1993,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1143,
|
|
"successRate": 0.5735072754641244,
|
|
"wilsonLowerBound": 0.551672901575552
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48819,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21856,
|
|
"successRate": 0.44769454515659884,
|
|
"wilsonLowerBound": 0.4432877801852484
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41660,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5359,
|
|
"successRate": 0.12863658185309648,
|
|
"wilsonLowerBound": 0.12545580863953787
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1300,
|
|
"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": 8014,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3521,
|
|
"successRate": 0.43935612677813823,
|
|
"wilsonLowerBound": 0.42852140791243953
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7449,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 248,
|
|
"successRate": 0.03329305947106994,
|
|
"wilsonLowerBound": 0.029453480755486254
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 20864,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5934,
|
|
"successRate": 0.2844133435582822,
|
|
"wilsonLowerBound": 0.2783318881723707
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29364,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15057,
|
|
"successRate": 0.5127707396812423,
|
|
"wilsonLowerBound": 0.5070523300259846
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68976,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7496,
|
|
"successRate": 0.10867548132683832,
|
|
"wilsonLowerBound": 0.1063745497694072
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14558,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2644,
|
|
"successRate": 0.1816183541695288,
|
|
"wilsonLowerBound": 0.17543988978853728
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-24T04:25:03.063246+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1149.3931034482757,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 10,
|
|
"qualityFactor": 1.7807089455898404,
|
|
"queueFactor": 0.9856028766028913,
|
|
"queueWeight": 0.9856028766028913,
|
|
"recentSuccess": 50,
|
|
"recentSuccessRate": 0.3448275862068966,
|
|
"recentTerminal": 145,
|
|
"recentWilsonLowerBound": 0.27236643559303747,
|
|
"running": 10,
|
|
"selectionWeight": 1.755071859165848,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.166666666666668,
|
|
"waiting": 27777
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1370.0704225352113,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 10,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9599769753587951,
|
|
"queueWeight": 0.9599769753587951,
|
|
"recentSuccess": 56,
|
|
"recentSuccessRate": 0.39436619718309857,
|
|
"recentTerminal": 142,
|
|
"recentWilsonLowerBound": 0.3177821708116304,
|
|
"running": 10,
|
|
"selectionWeight": 2.399942438396988,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.666666666666668,
|
|
"waiting": 32425
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 160.62111801242236,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 10,
|
|
"qualityFactor": 0.14431116667614075,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.13043478260869565,
|
|
"recentTerminal": 161,
|
|
"recentWilsonLowerBound": 0.08691831797877285,
|
|
"running": 10,
|
|
"selectionWeight": 0.18760451667898298,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.833333333333332,
|
|
"waiting": 4310
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1973.7818181818184,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.15035036261466658,
|
|
"queueFactor": 0.9088189599565577,
|
|
"queueWeight": 0.9088189599565577,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.16363636363636364,
|
|
"recentTerminal": 55,
|
|
"recentWilsonLowerBound": 0.08855320558522453,
|
|
"running": 7,
|
|
"selectionWeight": 0.1366412601805526,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 9.166666666666666,
|
|
"waiting": 18093
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 525.1698113207547,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.3702640550803407,
|
|
"queueFactor": 1.1084785342984458,
|
|
"queueWeight": 1.1084785342984458,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.19811320754716982,
|
|
"recentTerminal": 106,
|
|
"recentWilsonLowerBound": 0.1333879484800526,
|
|
"running": 7,
|
|
"selectionWeight": 0.4104297570788551,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.666666666666668,
|
|
"waiting": 9278
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 76.78549848942599,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.5110095092668324,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 64,
|
|
"recentSuccessRate": 0.1933534743202417,
|
|
"recentTerminal": 331,
|
|
"recentWilsonLowerBound": 0.15442422283558677,
|
|
"running": 24,
|
|
"selectionWeight": 0.6643123620468822,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 55.166666666666664,
|
|
"waiting": 4236
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 325.8775510204082,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.190732160969253,
|
|
"queueWeight": 1.190732160969253,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.06802721088435375,
|
|
"recentTerminal": 147,
|
|
"recentWilsonLowerBound": 0.03736716429228684,
|
|
"running": 6,
|
|
"selectionWeight": 0.05953660804846265,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 24.5,
|
|
"waiting": 7984
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 3009.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.9438882560288743,
|
|
"queueFactor": 0.8531176404865598,
|
|
"queueWeight": 0.8531176404865598,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.34375,
|
|
"recentTerminal": 32,
|
|
"recentWilsonLowerBound": 0.2041023335432855,
|
|
"running": 2,
|
|
"selectionWeight": 0.8052477218663271,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 5.333333333333333,
|
|
"waiting": 16048
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 368.8333333333333,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.1414191485827806,
|
|
"queueFactor": 1.1688202464033703,
|
|
"queueWeight": 1.1688202464033703,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.13194444444444445,
|
|
"recentTerminal": 144,
|
|
"recentWilsonLowerBound": 0.08612219243467514,
|
|
"running": 9,
|
|
"selectionWeight": 0.16529356409268045,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.0,
|
|
"waiting": 8852
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 689.5757575757576,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.8510830972155794,
|
|
"queueFactor": 1.0641061485859413,
|
|
"queueWeight": 1.0641061485859413,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.2727272727272727,
|
|
"recentTerminal": 99,
|
|
"recentWilsonLowerBound": 0.1947227886340705,
|
|
"running": 4,
|
|
"selectionWeight": 0.9056427567046644,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.5,
|
|
"waiting": 11378
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2460.375,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.3454331366012977,
|
|
"queueFactor": 0.8792695929774597,
|
|
"queueWeight": 0.8792695929774597,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.421875,
|
|
"recentTerminal": 64,
|
|
"recentWilsonLowerBound": 0.3086959366145158,
|
|
"running": 4,
|
|
"selectionWeight": 2.0622680393752697,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 10.666666666666666,
|
|
"waiting": 26244
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 3736.4,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.17569019052220028,
|
|
"queueFactor": 0.8258558431801502,
|
|
"queueWeight": 0.8258558431801502,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.2,
|
|
"recentTerminal": 30,
|
|
"recentWilsonLowerBound": 0.09504978102401236,
|
|
"running": 2,
|
|
"selectionWeight": 0.14509477043219293,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 5.0,
|
|
"waiting": 18682
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 946.578947368421,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 1.3192640143090106,
|
|
"queueFactor": 1.014725850283803,
|
|
"queueWeight": 1.014725850283803,
|
|
"recentSuccess": 36,
|
|
"recentSuccessRate": 0.3157894736842105,
|
|
"recentTerminal": 114,
|
|
"recentWilsonLowerBound": 0.23765334969274224,
|
|
"running": 16,
|
|
"selectionWeight": 1.3386912986685342,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.0,
|
|
"waiting": 17985
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1140.3692307692306,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.6592769918371278,
|
|
"queueFactor": 0.9867688396188932,
|
|
"queueWeight": 0.9867688396188932,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.23846153846153847,
|
|
"recentTerminal": 130,
|
|
"recentWilsonLowerBound": 0.17338273546709032,
|
|
"running": 7,
|
|
"selectionWeight": 0.6505539922225572,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.666666666666668,
|
|
"waiting": 24708
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-24T04:21:47.761254+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-24T04:21:47.761254+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
|
|
}
|