791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-21T15:39:06.883648+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": "2026-10-21T15:39:06.883648+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 990.5263157894736,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.1755041460211422,
|
|
"queueFactor": 0.9955676239437735,
|
|
"queueWeight": 0.9955676239437735,
|
|
"recentSuccess": 39,
|
|
"recentSuccessRate": 0.22807017543859648,
|
|
"recentTerminal": 171,
|
|
"recentWilsonLowerBound": 0.17156346304495534,
|
|
"running": 8,
|
|
"selectionWeight": 1.170293869590323,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.5,
|
|
"waiting": 28230
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1271.4935064935064,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.9194966385757504,
|
|
"queueFactor": 0.9589667418373631,
|
|
"queueWeight": 0.9589667418373631,
|
|
"recentSuccess": 43,
|
|
"recentSuccessRate": 0.2792207792207792,
|
|
"recentTerminal": 154,
|
|
"recentWilsonLowerBound": 0.21440072731911766,
|
|
"running": 8,
|
|
"selectionWeight": 1.8407334374627577,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.666666666666668,
|
|
"waiting": 32635
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 92.12709030100334,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.026755852842809364,
|
|
"recentTerminal": 299,
|
|
"recentWilsonLowerBound": 0.01361850595346571,
|
|
"running": 8,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 49.833333333333336,
|
|
"waiting": 4591
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 932.7179487179487,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.14415358611852083,
|
|
"queueFactor": 1.0045883037091485,
|
|
"queueWeight": 1.0045883037091485,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.1111111111111111,
|
|
"recentTerminal": 117,
|
|
"recentWilsonLowerBound": 0.06609257325647656,
|
|
"running": 7,
|
|
"selectionWeight": 0.14481500655239551,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.5,
|
|
"waiting": 18188
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 389.1258278145695,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.23200538307034962,
|
|
"queueFactor": 1.1453472011866461,
|
|
"queueWeight": 1.1453472011866461,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.12582781456953643,
|
|
"recentTerminal": 151,
|
|
"recentWilsonLowerBound": 0.08205305529485911,
|
|
"running": 7,
|
|
"selectionWeight": 0.26572671615986065,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.166666666666668,
|
|
"waiting": 9793
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 82.36781609195403,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.06130268199233716,
|
|
"recentTerminal": 261,
|
|
"recentWilsonLowerBound": 0.03808242403857498,
|
|
"running": 18,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 43.5,
|
|
"waiting": 3583
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 181.1685393258427,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.4309579810119498,
|
|
"queueFactor": 1.2845122493002379,
|
|
"queueWeight": 1.2845122493002379,
|
|
"recentSuccess": 39,
|
|
"recentSuccessRate": 0.14606741573033707,
|
|
"recentTerminal": 267,
|
|
"recentWilsonLowerBound": 0.10872734596370012,
|
|
"running": 7,
|
|
"selectionWeight": 0.5535708055435489,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 44.5,
|
|
"waiting": 8062
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 3230.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.510979962245711,
|
|
"queueFactor": 0.8338161242144669,
|
|
"queueWeight": 0.8338161242144669,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.3333333333333333,
|
|
"recentTerminal": 30,
|
|
"recentWilsonLowerBound": 0.19230295526846194,
|
|
"running": 2,
|
|
"selectionWeight": 1.2598794558854403,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 5.0,
|
|
"waiting": 16150
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 407.7428571428572,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.575258234281464,
|
|
"queueFactor": 1.1373462847165572,
|
|
"queueWeight": 1.1373462847165572,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.17857142857142858,
|
|
"recentTerminal": 140,
|
|
"recentWilsonLowerBound": 0.1239799554921858,
|
|
"running": 8,
|
|
"selectionWeight": 0.65426781551263,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.333333333333332,
|
|
"waiting": 9514
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 565.3548387096774,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.26650312578816454,
|
|
"queueFactor": 1.0829352751932964,
|
|
"queueWeight": 1.0829352751932964,
|
|
"recentSuccess": 17,
|
|
"recentSuccessRate": 0.13709677419354838,
|
|
"recentTerminal": 124,
|
|
"recentWilsonLowerBound": 0.08738971501006192,
|
|
"running": 4,
|
|
"selectionWeight": 0.28860563586527965,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.666666666666668,
|
|
"waiting": 11684
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1920.7317073170732,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.32065245639878925,
|
|
"queueFactor": 0.9014272066150885,
|
|
"queueWeight": 0.9014272066150885,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.15853658536585366,
|
|
"recentTerminal": 82,
|
|
"recentWilsonLowerBound": 0.0950550048917098,
|
|
"running": 4,
|
|
"selectionWeight": 0.28904484806582703,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.666666666666666,
|
|
"waiting": 26250
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2317.75,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.17659985926958552,
|
|
"queueFactor": 0.8763764104565681,
|
|
"queueWeight": 0.8763764104565681,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.14583333333333334,
|
|
"recentTerminal": 48,
|
|
"recentWilsonLowerBound": 0.07248157413793963,
|
|
"running": 2,
|
|
"selectionWeight": 0.15476795075381444,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.0,
|
|
"waiting": 18542
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1263.3409090909092,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9598924673543,
|
|
"queueWeight": 0.9598924673543,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.07954545454545454,
|
|
"recentTerminal": 88,
|
|
"recentWilsonLowerBound": 0.03906436024832495,
|
|
"running": 16,
|
|
"selectionWeight": 0.047994623367715004,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 14.666666666666666,
|
|
"waiting": 18529
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1505.8163265306123,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9349424250930543,
|
|
"queueWeight": 0.9349424250930543,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.32653061224489793,
|
|
"recentTerminal": 98,
|
|
"recentWilsonLowerBound": 0.24176117124691768,
|
|
"running": 6,
|
|
"selectionWeight": 2.3373560627326357,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.333333333333332,
|
|
"waiting": 24595
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-21T15:39:06.883648+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-21T15:39:06.883648+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
|
|
}
|