791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-17T20:29:12.652895+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-17T20:29:12.652895+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": "2026-10-17T20:29:12.652895+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1305.9212598425197,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.9430866625292094,
|
|
"queueFactor": 0.9928140918830367,
|
|
"queueWeight": 0.9928140918830367,
|
|
"recentSuccess": 49,
|
|
"recentSuccessRate": 0.3858267716535433,
|
|
"recentTerminal": 127,
|
|
"recentWilsonLowerBound": 0.3057003665190399,
|
|
"running": 8,
|
|
"selectionWeight": 1.9291238203089776,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.166666666666668,
|
|
"waiting": 27642
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1365.9,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9861492435337511,
|
|
"queueWeight": 0.9861492435337511,
|
|
"recentSuccess": 59,
|
|
"recentSuccessRate": 0.42142857142857143,
|
|
"recentTerminal": 140,
|
|
"recentWilsonLowerBound": 0.34280328630053336,
|
|
"running": 8,
|
|
"selectionWeight": 2.4653731088343775,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.333333333333332,
|
|
"waiting": 31871
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 149.0261780104712,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.17902142945937286,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.14659685863874344,
|
|
"recentTerminal": 191,
|
|
"recentWilsonLowerBound": 0.10341285483870793,
|
|
"running": 8,
|
|
"selectionWeight": 0.23272785829718473,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 31.833333333333332,
|
|
"waiting": 4744
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1300.0243902439024,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.42779348061754596,
|
|
"queueFactor": 0.9934882992898237,
|
|
"queueWeight": 0.9934882992898237,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.23170731707317074,
|
|
"recentTerminal": 82,
|
|
"recentWilsonLowerBound": 0.15365345107261638,
|
|
"running": 7,
|
|
"selectionWeight": 0.4250078175059999,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.666666666666666,
|
|
"waiting": 17767
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 461.953125,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.4010606678066245,
|
|
"queueFactor": 1.1602879855296737,
|
|
"queueWeight": 1.1602879855296737,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.2109375,
|
|
"recentTerminal": 128,
|
|
"recentWilsonLowerBound": 0.1492121185502459,
|
|
"running": 7,
|
|
"selectionWeight": 0.46534587432453406,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.333333333333332,
|
|
"waiting": 9855
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 66.29315960912052,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.026058631921824105,
|
|
"recentTerminal": 307,
|
|
"recentWilsonLowerBound": 0.013262066998091949,
|
|
"running": 25,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 51.166666666666664,
|
|
"waiting": 3392
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 189.39669421487602,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.10537440845131023,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.11570247933884298,
|
|
"recentTerminal": 242,
|
|
"recentWilsonLowerBound": 0.08127404197234153,
|
|
"running": 3,
|
|
"selectionWeight": 0.1369867309867033,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 40.333333333333336,
|
|
"waiting": 7639
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2229.767441860465,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.3039028538801237,
|
|
"queueFactor": 0.9162553979021335,
|
|
"queueWeight": 0.9162553979021335,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.23255813953488372,
|
|
"recentTerminal": 43,
|
|
"recentWilsonLowerBound": 0.1315353846924483,
|
|
"running": 2,
|
|
"selectionWeight": 0.2784526303055267,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.166666666666667,
|
|
"waiting": 15980
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 371.53846153846155,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.46998738711190174,
|
|
"queueFactor": 1.1988225815165587,
|
|
"queueWeight": 1.1988225815165587,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.21794871794871795,
|
|
"recentTerminal": 156,
|
|
"recentWilsonLowerBound": 0.16036567945065483,
|
|
"running": 8,
|
|
"selectionWeight": 0.5634314926977123,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.0,
|
|
"waiting": 9660
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 765.4666666666667,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.7291341842339462,
|
|
"queueFactor": 1.075638997199718,
|
|
"queueWeight": 1.075638997199718,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.2777777777777778,
|
|
"recentTerminal": 90,
|
|
"recentWilsonLowerBound": 0.1957955914762625,
|
|
"running": 4,
|
|
"selectionWeight": 0.7842851627534363,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.0,
|
|
"waiting": 11482
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2104.8648648648646,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.2806906862490182,
|
|
"queueFactor": 0.9242125229464521,
|
|
"queueWeight": 0.9242125229464521,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.20270270270270271,
|
|
"recentTerminal": 74,
|
|
"recentWilsonLowerBound": 0.1268696381027667,
|
|
"running": 4,
|
|
"selectionWeight": 0.2594178473057761,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.333333333333334,
|
|
"waiting": 25960
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2288.125,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9127114939828389,
|
|
"queueWeight": 0.9127114939828389,
|
|
"recentSuccess": 5,
|
|
"recentSuccessRate": 0.10416666666666667,
|
|
"recentTerminal": 48,
|
|
"recentWilsonLowerBound": 0.04532105090117825,
|
|
"running": 2,
|
|
"selectionWeight": 0.04563557469914195,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 8.0,
|
|
"waiting": 18305
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1189.2142857142858,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.11226880061449278,
|
|
"queueFactor": 1.0068539171537592,
|
|
"queueWeight": 1.0068539171537592,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.14285714285714285,
|
|
"recentTerminal": 84,
|
|
"recentWilsonLowerBound": 0.08364938218850576,
|
|
"running": 16,
|
|
"selectionWeight": 0.11303828167285641,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.0,
|
|
"waiting": 16649
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1370.25,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.5237118636641297,
|
|
"queueFactor": 0.9856790138323321,
|
|
"queueWeight": 0.9856790138323321,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.2403846153846154,
|
|
"recentTerminal": 104,
|
|
"recentWilsonLowerBound": 0.16845266546271026,
|
|
"running": 6,
|
|
"selectionWeight": 0.5162117933087521,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.333333333333332,
|
|
"waiting": 23751
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-17T20:29:12.652895+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-17T20:29:12.652895+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
|
|
}
|