791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-21T11:54:17.856813+00:00",
|
|
"communityError": "ModelHubAPIError: 分页大小不能超过100",
|
|
"communitySample": {},
|
|
"communityUpdatedAt": null,
|
|
"frameworkAttemptedAt": "2026-10-21T10:15:42.346771+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43763,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 22031,
|
|
"successRate": 0.5034161277791742,
|
|
"wilsonLowerBound": 0.49873154265155095
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58284,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15548,
|
|
"successRate": 0.26676274792395854,
|
|
"wilsonLowerBound": 0.26318761183688216
|
|
},
|
|
"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": 5395,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1722,
|
|
"successRate": 0.3191844300278035,
|
|
"wilsonLowerBound": 0.3068775521890536
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38752,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18555,
|
|
"successRate": 0.4788139966969447,
|
|
"wilsonLowerBound": 0.47384253725764014
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40653,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11111,
|
|
"successRate": 0.2733131626202248,
|
|
"wilsonLowerBound": 0.2690024818115708
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14343,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5932,
|
|
"successRate": 0.4135815380324897,
|
|
"wilsonLowerBound": 0.40554599448252066
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64292,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.1881727120014932,
|
|
"wilsonLowerBound": 0.18517011857684465
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 35628,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7474,
|
|
"successRate": 0.20977882564275288,
|
|
"wilsonLowerBound": 0.20558241714842168
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8399,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 117,
|
|
"successRate": 0.013930229789260626,
|
|
"wilsonLowerBound": 0.011636646486287977
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26793,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3291,
|
|
"successRate": 0.12283059007949837,
|
|
"wilsonLowerBound": 0.11895413787055145
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16523,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10143436421957272,
|
|
"wilsonLowerBound": 0.09692320816306216
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 17621,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6780,
|
|
"successRate": 0.38476817433743826,
|
|
"wilsonLowerBound": 0.3776101384139995
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24830,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3809,
|
|
"successRate": 0.15340314136125655,
|
|
"wilsonLowerBound": 0.14897425364136496
|
|
},
|
|
"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": 55629,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13982,
|
|
"successRate": 0.25134372359740426,
|
|
"wilsonLowerBound": 0.24775618148196743
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25439,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3259,
|
|
"successRate": 0.12811038169739378,
|
|
"wilsonLowerBound": 0.12405941895773441
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87129,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.1121555394874267,
|
|
"wilsonLowerBound": 0.1100772803468428
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 49690,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5682,
|
|
"successRate": 0.11434896357415979,
|
|
"wilsonLowerBound": 0.11158058858793994
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 52083,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3803,
|
|
"successRate": 0.07301806731563082,
|
|
"wilsonLowerBound": 0.07081502984038911
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 95062,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23992,
|
|
"successRate": 0.2523826555300751,
|
|
"wilsonLowerBound": 0.24963134570806797
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 149,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5681,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 590,
|
|
"successRate": 0.10385495511353635,
|
|
"wilsonLowerBound": 0.0961876547107571
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112918,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16539,
|
|
"successRate": 0.1464691191838325,
|
|
"wilsonLowerBound": 0.14441882116656232
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 312,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.003205128205128205,
|
|
"wilsonLowerBound": 0.0005659935005814385
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25985,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4177,
|
|
"successRate": 0.16074658456802002,
|
|
"wilsonLowerBound": 0.15633084819130855
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44375,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5729,
|
|
"successRate": 0.1291042253521127,
|
|
"wilsonLowerBound": 0.12601640467399275
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8493,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 819,
|
|
"successRate": 0.09643235605793006,
|
|
"wilsonLowerBound": 0.09033564418370345
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35749,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7202,
|
|
"successRate": 0.20146018070435537,
|
|
"wilsonLowerBound": 0.19733452529189008
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61567,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12430,
|
|
"successRate": 0.20189387171699125,
|
|
"wilsonLowerBound": 0.19874167851213995
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18608,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5273,
|
|
"successRate": 0.2833727429062769,
|
|
"wilsonLowerBound": 0.2769430870460472
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16279,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3935,
|
|
"successRate": 0.24172246452484797,
|
|
"wilsonLowerBound": 0.2352070906635477
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69730,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19166,
|
|
"successRate": 0.27486017496056214,
|
|
"wilsonLowerBound": 0.27155894708576145
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1747,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1030,
|
|
"successRate": 0.589582140812822,
|
|
"wilsonLowerBound": 0.5663428653561954
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48631,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.44683432378523985,
|
|
"wilsonLowerBound": 0.4424199364784209
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41279,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5255,
|
|
"successRate": 0.12730444051454734,
|
|
"wilsonLowerBound": 0.12412361313453069
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1253,
|
|
"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": 10114,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 766,
|
|
"successRate": 0.07573660272889064,
|
|
"wilsonLowerBound": 0.07073976685401544
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7858,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3455,
|
|
"successRate": 0.43967930771188596,
|
|
"wilsonLowerBound": 0.4287368828078973
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7433,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.0329611193327055,
|
|
"wilsonLowerBound": 0.02913746388780375
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19806,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5618,
|
|
"successRate": 0.2836514187619913,
|
|
"wilsonLowerBound": 0.27741597174244925
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29160,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14934,
|
|
"successRate": 0.5121399176954733,
|
|
"wilsonLowerBound": 0.5064014397147084
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68533,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7411,
|
|
"successRate": 0.10813768549457925,
|
|
"wilsonLowerBound": 0.10583450068893407
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14368,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2578,
|
|
"successRate": 0.17942650334075724,
|
|
"wilsonLowerBound": 0.17323822318231905
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-21T11:57:50.930451+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1107.2156862745098,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9996915915114547,
|
|
"queueWeight": 0.9996915915114547,
|
|
"recentSuccess": 40,
|
|
"recentSuccessRate": 0.26143790849673204,
|
|
"recentTerminal": 153,
|
|
"recentWilsonLowerBound": 0.19826267080660487,
|
|
"running": 8,
|
|
"selectionWeight": 2.499228978778637,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.5,
|
|
"waiting": 28234
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1483.9545454545455,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.47241972955334,
|
|
"queueFactor": 0.9567264570023091,
|
|
"queueWeight": 0.9567264570023091,
|
|
"recentSuccess": 35,
|
|
"recentSuccessRate": 0.26515151515151514,
|
|
"recentTerminal": 132,
|
|
"recentWilsonLowerBound": 0.1972654554354699,
|
|
"running": 8,
|
|
"selectionWeight": 2.365429368078174,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.0,
|
|
"waiting": 32647
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 112.73170731707317,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.07563110760193065,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.06504065040650407,
|
|
"recentTerminal": 246,
|
|
"recentWilsonLowerBound": 0.04042755916240118,
|
|
"running": 8,
|
|
"selectionWeight": 0.09832043988250984,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 41.0,
|
|
"waiting": 4622
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1102.6666666666667,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.39948985492621136,
|
|
"queueFactor": 1.0003091394381707,
|
|
"queueWeight": 1.0003091394381707,
|
|
"recentSuccess": 14,
|
|
"recentSuccessRate": 0.1414141414141414,
|
|
"recentTerminal": 99,
|
|
"recentWilsonLowerBound": 0.08614406912518853,
|
|
"running": 7,
|
|
"selectionWeight": 0.39961335299551815,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.5,
|
|
"waiting": 18194
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 359.1219512195122,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.6915052259866195,
|
|
"queueFactor": 1.1836262301362113,
|
|
"queueWeight": 1.1836262301362113,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.15853658536585366,
|
|
"recentTerminal": 164,
|
|
"recentWilsonLowerBound": 0.11054494493842473,
|
|
"running": 6,
|
|
"selectionWeight": 0.8184837237540312,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.333333333333332,
|
|
"waiting": 9816
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 56.636842105263156,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 2,
|
|
"recentSuccessRate": 0.005263157894736842,
|
|
"recentTerminal": 380,
|
|
"recentWilsonLowerBound": 0.0014445060735348205,
|
|
"running": 14,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 63.333333333333336,
|
|
"waiting": 3587
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 164.76610169491525,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.11944760801083218,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.07457627118644068,
|
|
"recentTerminal": 295,
|
|
"recentWilsonLowerBound": 0.04976160023914686,
|
|
"running": 7,
|
|
"selectionWeight": 0.15528189041408183,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 49.166666666666664,
|
|
"waiting": 8101
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2309.8571428571427,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.7842988932463049,
|
|
"queueFactor": 0.8952887052575009,
|
|
"queueWeight": 0.8952887052575009,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.21428571428571427,
|
|
"recentTerminal": 42,
|
|
"recentWilsonLowerBound": 0.11705668531051239,
|
|
"running": 2,
|
|
"selectionWeight": 0.7021739406693752,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.0,
|
|
"waiting": 16169
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 440.07692307692304,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.2915478941781977,
|
|
"queueFactor": 1.1480785010495367,
|
|
"queueWeight": 1.1480785010495367,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.2076923076923077,
|
|
"recentTerminal": 130,
|
|
"recentWilsonLowerBound": 0.14684660487829598,
|
|
"running": 8,
|
|
"selectionWeight": 1.4827983703817909,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.666666666666668,
|
|
"waiting": 9535
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 575.2131147540983,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 1.2150758736554848,
|
|
"queueFactor": 1.102875671930058,
|
|
"queueWeight": 1.102875671930058,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.20491803278688525,
|
|
"recentTerminal": 122,
|
|
"recentWilsonLowerBound": 0.14282861339624775,
|
|
"running": 4,
|
|
"selectionWeight": 1.3400776206037952,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.333333333333332,
|
|
"waiting": 11696
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1852.164705882353,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.21625045886476774,
|
|
"queueFactor": 0.9254414195155205,
|
|
"queueWeight": 0.9254414195155205,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.11764705882352941,
|
|
"recentTerminal": 85,
|
|
"recentWilsonLowerBound": 0.06517287423683975,
|
|
"running": 4,
|
|
"selectionWeight": 0.20012713162269333,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.166666666666666,
|
|
"waiting": 26239
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1854.1,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.4742583220611088,
|
|
"queueFactor": 0.9252964599915541,
|
|
"queueWeight": 0.9252964599915541,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.16666666666666666,
|
|
"recentTerminal": 60,
|
|
"recentWilsonLowerBound": 0.09313077201321034,
|
|
"running": 2,
|
|
"selectionWeight": 0.4388295465246783,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 10.0,
|
|
"waiting": 18541
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1588.1142857142859,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.07338012339506647,
|
|
"queueFactor": 0.947040628543791,
|
|
"queueWeight": 0.947040628543791,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.08571428571428572,
|
|
"recentTerminal": 70,
|
|
"recentWilsonLowerBound": 0.03987612654032837,
|
|
"running": 16,
|
|
"selectionWeight": 0.0694939581826847,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 11.666666666666666,
|
|
"waiting": 18528
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1365.611111111111,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 2.1695689767975033,
|
|
"queueFactor": 0.9687279213913944,
|
|
"queueWeight": 0.9687279213913944,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.25925925925925924,
|
|
"recentTerminal": 108,
|
|
"recentWilsonLowerBound": 0.1858900560683251,
|
|
"running": 6,
|
|
"selectionWeight": 2.1017220452083,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.0,
|
|
"waiting": 24581
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-21T11:54:17.856813+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-21T11:54:17.856813+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b3",
|
|
"Ascend_910-b4",
|
|
"hygon_k100-ai",
|
|
"Biren_166m",
|
|
"MetaX_c-500",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|