791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-17T18:16:13.570618+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-17T18:16:13.570618+00:00",
|
|
"frameworkAttemptedAt": "2026-10-17T17:49:20.466143+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43186,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21628,
|
|
"successRate": 0.5008104478303154,
|
|
"wilsonLowerBound": 0.4960948002764974
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 57759,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15479,
|
|
"successRate": 0.2679928669125158,
|
|
"wilsonLowerBound": 0.2643962362357978
|
|
},
|
|
"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": 4954,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1548,
|
|
"successRate": 0.312474767864352,
|
|
"wilsonLowerBound": 0.29971712030209763
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38057,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18098,
|
|
"successRate": 0.4755498331450193,
|
|
"wilsonLowerBound": 0.4705350357337722
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40354,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11091,
|
|
"successRate": 0.27484264261287605,
|
|
"wilsonLowerBound": 0.27050839916200387
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 13703,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5698,
|
|
"successRate": 0.4158213529883967,
|
|
"wilsonLowerBound": 0.40759377853362866
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64247,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.1883045122729466,
|
|
"wilsonLowerBound": 0.18530005341755332
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 33321,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7134,
|
|
"successRate": 0.21409921671018275,
|
|
"wilsonLowerBound": 0.2097278878735629
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8199,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 114,
|
|
"successRate": 0.013904134650567142,
|
|
"wilsonLowerBound": 0.01158758705050026
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26739,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3286,
|
|
"successRate": 0.12289165638206365,
|
|
"wilsonLowerBound": 0.11901049687300301
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16517,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10147121147908215,
|
|
"wilsonLowerBound": 0.0969585028720572
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 16837,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6556,
|
|
"successRate": 0.3893805309734513,
|
|
"wilsonLowerBound": 0.3820411645864708
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24805,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3808,
|
|
"successRate": 0.15351743600080628,
|
|
"wilsonLowerBound": 0.14908495919983666
|
|
},
|
|
"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": 54028,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13597,
|
|
"successRate": 0.251665802917006,
|
|
"wilsonLowerBound": 0.24802417498070678
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25039,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3165,
|
|
"successRate": 0.12640281161388234,
|
|
"wilsonLowerBound": 0.12234397984169706
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87091,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.112204475778209,
|
|
"wilsonLowerBound": 0.11012536548793
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 48574,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5642,
|
|
"successRate": 0.11615267427018569,
|
|
"wilsonLowerBound": 0.1133335544898631
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 50098,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3771,
|
|
"successRate": 0.07527246596670525,
|
|
"wilsonLowerBound": 0.07299457823266733
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94680,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23799,
|
|
"successRate": 0.25136248415716095,
|
|
"wilsonLowerBound": 0.2486094056145536
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 88,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 3.324325052829198e-18
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5646,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 590,
|
|
"successRate": 0.1044987601842012,
|
|
"wilsonLowerBound": 0.09678638743129132
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112896,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16538,
|
|
"successRate": 0.14648880385487528,
|
|
"wilsonLowerBound": 0.1444381917805569
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 241,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.004149377593360996,
|
|
"wilsonLowerBound": 0.0007328240816957695
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25118,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4119,
|
|
"successRate": 0.16398598614539375,
|
|
"wilsonLowerBound": 0.1594583986782929
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44203,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5710,
|
|
"successRate": 0.12917675270909215,
|
|
"wilsonLowerBound": 0.12608223881085467
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8375,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 804,
|
|
"successRate": 0.096,
|
|
"wilsonLowerBound": 0.08987462309823935
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35178,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7035,
|
|
"successRate": 0.1999829438853829,
|
|
"wilsonLowerBound": 0.1958358965658193
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61542,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12429,
|
|
"successRate": 0.20195963732085406,
|
|
"wilsonLowerBound": 0.19880641785189515
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17551,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4965,
|
|
"successRate": 0.282889863825423,
|
|
"wilsonLowerBound": 0.276274367808416
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15946,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3847,
|
|
"successRate": 0.24125172457042518,
|
|
"wilsonLowerBound": 0.2346738465635954
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69060,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18998,
|
|
"successRate": 0.2750941210541558,
|
|
"wilsonLowerBound": 0.2717760867411641
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1388,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 828,
|
|
"successRate": 0.5965417867435159,
|
|
"wilsonLowerBound": 0.5705000018958954
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48545,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.44762591410031927,
|
|
"wilsonLowerBound": 0.44320681247827004
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40663,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5069,
|
|
"successRate": 0.12465878070973613,
|
|
"wilsonLowerBound": 0.12148344326414175
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1173,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6288,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030534351145038167,
|
|
"wilsonLowerBound": 0.02655998124483518
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10102,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 764,
|
|
"successRate": 0.07562858839833696,
|
|
"wilsonLowerBound": 0.07063229608115972
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7626,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3342,
|
|
"successRate": 0.43823760818253343,
|
|
"wilsonLowerBound": 0.4271352195963565
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7428,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.032983306408185246,
|
|
"wilsonLowerBound": 0.029157113487253913
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19181,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5536,
|
|
"successRate": 0.28861894583181275,
|
|
"wilsonLowerBound": 0.2822491774523392
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28849,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14767,
|
|
"successRate": 0.5118721619466879,
|
|
"wilsonLowerBound": 0.5061027926147922
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68045,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7334,
|
|
"successRate": 0.10778161510764935,
|
|
"wilsonLowerBound": 0.10547366431607876
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14071,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2458,
|
|
"successRate": 0.17468552341695687,
|
|
"wilsonLowerBound": 0.16850072689350415
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-17T18:16:13.570618+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1328.976,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.2720429624206302,
|
|
"queueFactor": 0.9935973577212606,
|
|
"queueWeight": 0.9935973577212606,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.264,
|
|
"recentTerminal": 125,
|
|
"recentWilsonLowerBound": 0.19459735007876186,
|
|
"running": 8,
|
|
"selectionWeight": 1.263898526369063,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.833333333333332,
|
|
"waiting": 27687
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1648.8103448275863,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.961971915429702,
|
|
"queueWeight": 0.961971915429702,
|
|
"recentSuccess": 40,
|
|
"recentSuccessRate": 0.3448275862068966,
|
|
"recentTerminal": 116,
|
|
"recentWilsonLowerBound": 0.26455619471748454,
|
|
"running": 8,
|
|
"selectionWeight": 2.404929788574255,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.333333333333332,
|
|
"waiting": 31877
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 159.2849162011173,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.19299497885529812,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.12290502793296089,
|
|
"recentTerminal": 179,
|
|
"recentWilsonLowerBound": 0.08258179139351916,
|
|
"running": 8,
|
|
"selectionWeight": 0.2508934725118876,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.833333333333332,
|
|
"waiting": 4752
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1544.0869565217392,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.18330237989199627,
|
|
"queueFactor": 0.9714875414088409,
|
|
"queueWeight": 0.9714875414088409,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.14492753623188406,
|
|
"recentTerminal": 69,
|
|
"recentWilsonLowerBound": 0.08067008672383712,
|
|
"running": 6,
|
|
"selectionWeight": 0.1780759783756648,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.5,
|
|
"waiting": 17757
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 537.8727272727273,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.3881863892089448,
|
|
"queueFactor": 1.1379837748586143,
|
|
"queueWeight": 1.1379837748586143,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.17272727272727273,
|
|
"recentTerminal": 110,
|
|
"recentWilsonLowerBound": 0.11345829455900079,
|
|
"running": 7,
|
|
"selectionWeight": 0.4417498125407303,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.333333333333332,
|
|
"waiting": 9861
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 71.26315789473684,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 4,
|
|
"recentSuccessRate": 0.014035087719298246,
|
|
"recentTerminal": 285,
|
|
"recentWilsonLowerBound": 0.0054710596841291105,
|
|
"running": 22,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 47.5,
|
|
"waiting": 3385
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 236.04123711340205,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.10863517759355372,
|
|
"queueFactor": 1.2876262337495086,
|
|
"queueWeight": 1.2876262337495086,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.0979381443298969,
|
|
"recentTerminal": 194,
|
|
"recentWilsonLowerBound": 0.06359762185632373,
|
|
"running": 0,
|
|
"selectionWeight": 0.13988150457749657,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 32.333333333333336,
|
|
"waiting": 7632
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 1919.1599999999999,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.38053529743410724,
|
|
"queueFactor": 0.9403105767228543,
|
|
"queueWeight": 0.9403105767228543,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.2,
|
|
"recentTerminal": 50,
|
|
"recentWilsonLowerBound": 0.11243629945973886,
|
|
"running": 1,
|
|
"selectionWeight": 0.3578213649936683,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.333333333333334,
|
|
"waiting": 15993
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 432.44776119402985,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.467089879086689,
|
|
"queueFactor": 1.175839243604936,
|
|
"queueWeight": 1.175839243604936,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.1791044776119403,
|
|
"recentTerminal": 134,
|
|
"recentWilsonLowerBound": 0.12341376272345232,
|
|
"running": 8,
|
|
"selectionWeight": 0.5492226101208134,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.333333333333332,
|
|
"waiting": 9658
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 668.6796116504854,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.3320175264858234,
|
|
"queueFactor": 1.1014259043166739,
|
|
"queueWeight": 1.1014259043166739,
|
|
"recentSuccess": 17,
|
|
"recentSuccessRate": 0.1650485436893204,
|
|
"recentTerminal": 103,
|
|
"recentWilsonLowerBound": 0.1056773773482109,
|
|
"running": 4,
|
|
"selectionWeight": 0.36569270435863327,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.166666666666668,
|
|
"waiting": 11479
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2194.394366197183,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.17186157962432186,
|
|
"queueFactor": 0.9215964574454243,
|
|
"queueWeight": 0.9215964574454243,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.14084507042253522,
|
|
"recentTerminal": 71,
|
|
"recentWilsonLowerBound": 0.07834118071720812,
|
|
"running": 4,
|
|
"selectionWeight": 0.15838702295274973,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.833333333333334,
|
|
"waiting": 25967
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2495.4545454545455,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.06266924524093802,
|
|
"queueFactor": 0.9039940022902159,
|
|
"queueWeight": 0.9039940022902159,
|
|
"recentSuccess": 5,
|
|
"recentSuccessRate": 0.11363636363636363,
|
|
"recentTerminal": 44,
|
|
"recentWilsonLowerBound": 0.04952707589567494,
|
|
"running": 2,
|
|
"selectionWeight": 0.05665262182586262,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 7.333333333333333,
|
|
"waiting": 18300
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1217.560975609756,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.20961042685423864,
|
|
"queueFactor": 1.0067331991679207,
|
|
"queueWeight": 1.0067331991679207,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.14634146341463414,
|
|
"recentTerminal": 82,
|
|
"recentWilsonLowerBound": 0.08574077865956604,
|
|
"running": 15,
|
|
"selectionWeight": 0.2110217756059211,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.666666666666666,
|
|
"waiting": 16640
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1453.4693877551022,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.7513690984925943,
|
|
"queueFactor": 0.9803408850291837,
|
|
"queueWeight": 0.9803408850291837,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.22448979591836735,
|
|
"recentTerminal": 98,
|
|
"recentWilsonLowerBound": 0.1531813203076455,
|
|
"running": 5,
|
|
"selectionWeight": 0.7365978469998098,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.333333333333332,
|
|
"waiting": 23740
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-17T18:16:13.570618+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-17T18:16:13.570618+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_bi-150",
|
|
"Biren_166m",
|
|
"Ascend_910-b3",
|
|
"Ascend_910-b4",
|
|
"hygon_k100-ai",
|
|
"MetaX_c-500",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|