791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-20T16:13:45.661642+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-20T16:13:45.661642+00:00",
|
|
"frameworkAttemptedAt": "2026-10-20T14:02:33.198170+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43637,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21937,
|
|
"successRate": 0.502715585397713,
|
|
"wilsonLowerBound": 0.4980242634033145
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58169,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15533,
|
|
"successRate": 0.267032268046554,
|
|
"wilsonLowerBound": 0.2634524431482775
|
|
},
|
|
"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": 5283,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1681,
|
|
"successRate": 0.3181904221086504,
|
|
"wilsonLowerBound": 0.30576636478296837
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38610,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18459,
|
|
"successRate": 0.4780885780885781,
|
|
"wilsonLowerBound": 0.4731083740486955
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40601,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11105,
|
|
"successRate": 0.27351543065441736,
|
|
"wilsonLowerBound": 0.26920098497775014
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14212,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5892,
|
|
"successRate": 0.4145792288207149,
|
|
"wilsonLowerBound": 0.40650372298764986
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64278,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.1882136967547217,
|
|
"wilsonLowerBound": 0.18521052321596418
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 35117,
|
|
"officialConfigError": "malformed_command_argv",
|
|
"officialConfigValid": false,
|
|
"successCount": 7420,
|
|
"successRate": 0.21129367542785546,
|
|
"wilsonLowerBound": 0.2070556625249455
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8366,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 117,
|
|
"successRate": 0.013985178101840785,
|
|
"wilsonLowerBound": 0.011682596398338272
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26778,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3289,
|
|
"successRate": 0.12282470684890581,
|
|
"wilsonLowerBound": 0.11894726595450104
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16521,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10144664366563767,
|
|
"wilsonLowerBound": 0.09693497021042136
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 17437,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6732,
|
|
"successRate": 0.38607558639674255,
|
|
"wilsonLowerBound": 0.378875168464778
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24824,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3808,
|
|
"successRate": 0.15339993554624556,
|
|
"wilsonLowerBound": 0.14897055794856734
|
|
},
|
|
"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": 55248,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13890,
|
|
"successRate": 0.2514118158123371,
|
|
"wilsonLowerBound": 0.24781165455020288
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25309,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3226,
|
|
"successRate": 0.12746453830653126,
|
|
"wilsonLowerBound": 0.12341229530666308
|
|
},
|
|
"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": 49289,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5678,
|
|
"successRate": 0.11519811722696748,
|
|
"wilsonLowerBound": 0.11240950004727768
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 51756,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3796,
|
|
"successRate": 0.07334415333487905,
|
|
"wilsonLowerBound": 0.07112963860625157
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94996,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23945,
|
|
"successRate": 0.25206324476820074,
|
|
"wilsonLowerBound": 0.24931215456726388
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 147,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5672,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 590,
|
|
"successRate": 0.10401974612129761,
|
|
"wilsonLowerBound": 0.09634090583419136
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112915,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16539,
|
|
"successRate": 0.14647301067174423,
|
|
"wilsonLowerBound": 0.14442266275144017
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 307,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.003257328990228013,
|
|
"wilsonLowerBound": 0.0005752153501427472
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25695,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4160,
|
|
"successRate": 0.16189920217941234,
|
|
"wilsonLowerBound": 0.15744575633733987
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44325,
|
|
"officialConfigError": "malformed_command_argv",
|
|
"officialConfigValid": false,
|
|
"successCount": 5724,
|
|
"successRate": 0.12913705583756346,
|
|
"wilsonLowerBound": 0.1260471713262433
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8480,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 819,
|
|
"successRate": 0.09658018867924528,
|
|
"wilsonLowerBound": 0.09047458153099709
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35627,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7165,
|
|
"successRate": 0.2011115165464395,
|
|
"wilsonLowerBound": 0.1969815929501139
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61563,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12430,
|
|
"successRate": 0.20190698958790182,
|
|
"wilsonLowerBound": 0.19875461682367024
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18372,
|
|
"officialConfigError": "malformed_command_argv",
|
|
"officialConfigValid": false,
|
|
"successCount": 5200,
|
|
"successRate": 0.28303940779446984,
|
|
"wilsonLowerBound": 0.2765712700340383
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16215,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3919,
|
|
"successRate": 0.24168979340117175,
|
|
"wilsonLowerBound": 0.2351620075173695
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69570,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19131,
|
|
"successRate": 0.27498921949116,
|
|
"wilsonLowerBound": 0.271683721580829
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1662,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 985,
|
|
"successRate": 0.5926594464500602,
|
|
"wilsonLowerBound": 0.5688497604908518
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48613,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.4469997737230782,
|
|
"wilsonLowerBound": 0.44258439998413945
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41138,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5214,
|
|
"successRate": 0.12674412951529,
|
|
"wilsonLowerBound": 0.12356403070590219
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1236,
|
|
"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": 10113,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 765,
|
|
"successRate": 0.07564520913675467,
|
|
"wilsonLowerBound": 0.07065102319044637
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7795,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3431,
|
|
"successRate": 0.4401539448364336,
|
|
"wilsonLowerBound": 0.4291660224042749
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7432,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.032965554359526375,
|
|
"wilsonLowerBound": 0.029141391688609655
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19666,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5598,
|
|
"successRate": 0.2846537170751551,
|
|
"wilsonLowerBound": 0.2783893696078418
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29088,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14889,
|
|
"successRate": 0.5118605610561056,
|
|
"wilsonLowerBound": 0.5061149441754594
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68440,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7395,
|
|
"successRate": 0.10805084745762712,
|
|
"wilsonLowerBound": 0.10574693914690322
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14291,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2539,
|
|
"successRate": 0.17766426422223777,
|
|
"wilsonLowerBound": 0.1714842809947433
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-20T16:19:43.444935+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1552.418181818182,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9851569549385714,
|
|
"queueWeight": 0.9851569549385714,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.33636363636363636,
|
|
"recentTerminal": 110,
|
|
"recentWilsonLowerBound": 0.2549189851255354,
|
|
"running": 8,
|
|
"selectionWeight": 2.4628923873464283,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.333333333333332,
|
|
"waiting": 28461
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1291.8947368421054,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.867586158932411,
|
|
"queueFactor": 1.0126810108184612,
|
|
"queueWeight": 1.0126810108184612,
|
|
"recentSuccess": 44,
|
|
"recentSuccessRate": 0.2894736842105263,
|
|
"recentTerminal": 152,
|
|
"recentWilsonLowerBound": 0.22326967670473707,
|
|
"running": 8,
|
|
"selectionWeight": 1.8912690392182412,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.333333333333332,
|
|
"waiting": 32728
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 63.303964757709245,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 4,
|
|
"recentSuccessRate": 0.00881057268722467,
|
|
"recentTerminal": 454,
|
|
"recentWilsonLowerBound": 0.003431386569026785,
|
|
"running": 8,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 75.66666666666667,
|
|
"waiting": 4790
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1518.3333333333333,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.9523059474124742,
|
|
"queueFactor": 0.9884430833670313,
|
|
"queueWeight": 0.9884430833670313,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.25,
|
|
"recentTerminal": 72,
|
|
"recentWilsonLowerBound": 0.1643892112532576,
|
|
"running": 7,
|
|
"selectionWeight": 0.9413002269691481,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.0,
|
|
"waiting": 18220
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 399.04,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.3507399691367288,
|
|
"queueFactor": 1.2078257132127492,
|
|
"queueWeight": 1.2078257132127492,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.15333333333333332,
|
|
"recentTerminal": 150,
|
|
"recentWilsonLowerBound": 0.10439879275574346,
|
|
"running": 7,
|
|
"selectionWeight": 0.4236327533747871,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 25.0,
|
|
"waiting": 9976
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 69.79937304075236,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.0219435736677116,
|
|
"recentTerminal": 319,
|
|
"recentWilsonLowerBound": 0.01066911478296788,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 53.166666666666664,
|
|
"waiting": 3711
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 249.8153846153846,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.2957280446338648,
|
|
"queueWeight": 1.2957280446338648,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.06666666666666667,
|
|
"recentTerminal": 195,
|
|
"recentWilsonLowerBound": 0.03937047503642486,
|
|
"running": 1,
|
|
"selectionWeight": 0.06478640223169324,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 32.5,
|
|
"waiting": 8119
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 1868.769230769231,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.6402087961952547,
|
|
"queueFactor": 0.9581276746306715,
|
|
"queueWeight": 0.9581276746306715,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.23076923076923078,
|
|
"recentTerminal": 52,
|
|
"recentWilsonLowerBound": 0.13724127341871611,
|
|
"running": 2,
|
|
"selectionWeight": 0.6134017651766609,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 8.666666666666666,
|
|
"waiting": 16196
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 656.7954545454546,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.1759381187149285,
|
|
"queueFactor": 1.1208363701789787,
|
|
"queueWeight": 1.1208363701789787,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.26136363636363635,
|
|
"recentTerminal": 88,
|
|
"recentWilsonLowerBound": 0.18093113139383876,
|
|
"running": 8,
|
|
"selectionWeight": 1.3180342125355375,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.666666666666666,
|
|
"waiting": 9633
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 882.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.259304514485311,
|
|
"queueFactor": 1.072349733023284,
|
|
"queueWeight": 1.072349733023284,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.3375,
|
|
"recentTerminal": 80,
|
|
"recentWilsonLowerBound": 0.24345459812221978,
|
|
"running": 4,
|
|
"selectionWeight": 2.4227645929266237,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.333333333333334,
|
|
"waiting": 11760
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2463.65625,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.1225079707207993,
|
|
"queueFactor": 0.9192205378087479,
|
|
"queueWeight": 0.9192205378087479,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.125,
|
|
"recentTerminal": 64,
|
|
"recentWilsonLowerBound": 0.06472165392620802,
|
|
"running": 4,
|
|
"selectionWeight": 0.11261184273183147,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 10.666666666666666,
|
|
"waiting": 26279
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2858.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.2516286362553488,
|
|
"queueFactor": 0.8989745605233075,
|
|
"queueWeight": 0.8989745605233075,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.1794871794871795,
|
|
"recentTerminal": 39,
|
|
"recentWilsonLowerBound": 0.08977151811469994,
|
|
"running": 2,
|
|
"selectionWeight": 0.2262077426927314,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 6.5,
|
|
"waiting": 18577
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 2088.9056603773583,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9422560003778272,
|
|
"queueWeight": 0.9422560003778272,
|
|
"recentSuccess": 5,
|
|
"recentSuccessRate": 0.09433962264150944,
|
|
"recentTerminal": 53,
|
|
"recentWilsonLowerBound": 0.04097203744189685,
|
|
"running": 16,
|
|
"selectionWeight": 0.047112800018891364,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 8.833333333333334,
|
|
"waiting": 18452
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1638.8666666666666,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.9901440339800021,
|
|
"queueFactor": 0.9771814013068002,
|
|
"queueWeight": 0.9771814013068002,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.24444444444444444,
|
|
"recentTerminal": 90,
|
|
"recentWilsonLowerBound": 0.16732663395366265,
|
|
"running": 6,
|
|
"selectionWeight": 0.9675503346201464,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.0,
|
|
"waiting": 24583
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-20T16:19:43.444935+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-20T16:19:43.444935+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
|
|
}
|