791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-21T13:34:54.867559+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": "2026-10-21T13:38:33.168172+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 968.0571428571428,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.5917132524229238,
|
|
"queueFactor": 1.002564101019108,
|
|
"queueWeight": 1.002564101019108,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.21142857142857144,
|
|
"recentTerminal": 175,
|
|
"recentWilsonLowerBound": 0.1574625617081521,
|
|
"running": 8,
|
|
"selectionWeight": 1.5957945659955892,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.166666666666668,
|
|
"waiting": 28235
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1271.8051948051948,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.438190932502395,
|
|
"queueFactor": 0.9623525680712827,
|
|
"queueWeight": 0.9623525680712827,
|
|
"recentSuccess": 39,
|
|
"recentSuccessRate": 0.2532467532467532,
|
|
"recentTerminal": 154,
|
|
"recentWilsonLowerBound": 0.19114389858731054,
|
|
"running": 8,
|
|
"selectionWeight": 2.3463993053417953,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.666666666666668,
|
|
"waiting": 32643
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 92.81879194630874,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.03355704697986577,
|
|
"recentTerminal": 298,
|
|
"recentWilsonLowerBound": 0.018327602606462906,
|
|
"running": 8,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 49.666666666666664,
|
|
"waiting": 4610
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1001.394495412844,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.17212096766510296,
|
|
"queueFactor": 0.9974853335681538,
|
|
"queueWeight": 0.9974853335681538,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.10091743119266056,
|
|
"recentTerminal": 109,
|
|
"recentWilsonLowerBound": 0.05728913809310716,
|
|
"running": 7,
|
|
"selectionWeight": 0.17168814084549863,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.166666666666668,
|
|
"waiting": 18192
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 397.1351351351351,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.5202329756482847,
|
|
"queueFactor": 1.1459259439872787,
|
|
"queueWeight": 1.1459259439872787,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.14189189189189189,
|
|
"recentTerminal": 148,
|
|
"recentWilsonLowerBound": 0.09471518365052616,
|
|
"running": 7,
|
|
"selectionWeight": 0.5961484637130716,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.666666666666668,
|
|
"waiting": 9796
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 65.98159509202453,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 14,
|
|
"recentSuccessRate": 0.04294478527607362,
|
|
"recentTerminal": 326,
|
|
"recentWilsonLowerBound": 0.02575076675495189,
|
|
"running": 12,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 54.333333333333336,
|
|
"waiting": 3585
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 174.02158273381295,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.35564828324356507,
|
|
"queueFactor": 1.296901019414934,
|
|
"queueWeight": 1.296901019414934,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.11151079136690648,
|
|
"recentTerminal": 278,
|
|
"recentWilsonLowerBound": 0.07967811997116905,
|
|
"running": 8,
|
|
"selectionWeight": 0.46124062109175074,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 46.333333333333336,
|
|
"waiting": 8063
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2155.4666666666667,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.9653306103113118,
|
|
"queueFactor": 0.8891317159404329,
|
|
"queueWeight": 0.8891317159404329,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.2222222222222222,
|
|
"recentTerminal": 45,
|
|
"recentWilsonLowerBound": 0.12544551866005635,
|
|
"running": 2,
|
|
"selectionWeight": 0.8583060619959221,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.5,
|
|
"waiting": 16166
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 400.02797202797206,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.9953708367797603,
|
|
"queueFactor": 1.1446790771129212,
|
|
"queueWeight": 1.1446790771129212,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.18181818181818182,
|
|
"recentTerminal": 143,
|
|
"recentWilsonLowerBound": 0.1272051286979661,
|
|
"running": 8,
|
|
"selectionWeight": 1.139380170830172,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.833333333333332,
|
|
"waiting": 9534
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 637.909090909091,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 1.804656032440406,
|
|
"queueFactor": 1.0672925552098094,
|
|
"queueWeight": 1.0672925552098094,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.23636363636363636,
|
|
"recentTerminal": 110,
|
|
"recentWilsonLowerBound": 0.16671070835585763,
|
|
"running": 4,
|
|
"selectionWeight": 1.9260959481381175,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.333333333333332,
|
|
"waiting": 11695
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1852.5882352941178,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.2285713895875147,
|
|
"queueFactor": 0.9095581370913942,
|
|
"queueWeight": 0.9095581370913942,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.11764705882352941,
|
|
"recentTerminal": 85,
|
|
"recentWilsonLowerBound": 0.06517287423683975,
|
|
"running": 4,
|
|
"selectionWeight": 0.20789896730561117,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.166666666666666,
|
|
"waiting": 26245
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2224.7999999999997,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.7586983512828694,
|
|
"queueFactor": 0.8849192699720432,
|
|
"queueWeight": 0.8849192699720432,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.2,
|
|
"recentTerminal": 50,
|
|
"recentWilsonLowerBound": 0.11243629945973886,
|
|
"running": 2,
|
|
"selectionWeight": 0.6713867911462296,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.333333333333334,
|
|
"waiting": 18540
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1462.0263157894738,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.10284793426258179,
|
|
"queueFactor": 0.9424406720500866,
|
|
"queueWeight": 0.9424406720500866,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.09210526315789473,
|
|
"recentTerminal": 76,
|
|
"recentWilsonLowerBound": 0.04533342778112862,
|
|
"running": 16,
|
|
"selectionWeight": 0.09692807628539071,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 12.666666666666666,
|
|
"waiting": 18519
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1418.25,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9467479642071629,
|
|
"queueWeight": 0.9467479642071629,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.2692307692307692,
|
|
"recentTerminal": 104,
|
|
"recentWilsonLowerBound": 0.19333139862414106,
|
|
"running": 6,
|
|
"selectionWeight": 2.366869910517907,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.333333333333332,
|
|
"waiting": 24583
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-21T13:33:08.352059+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-21T13:33:08.352059+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
|
|
}
|