791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-20T16:31:26.483792+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-20T16:31:26.483792+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": "2026-10-20T16:37:18.960137+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1511.0442477876106,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9847963776128906,
|
|
"queueWeight": 0.9847963776128906,
|
|
"recentSuccess": 39,
|
|
"recentSuccessRate": 0.34513274336283184,
|
|
"recentTerminal": 113,
|
|
"recentWilsonLowerBound": 0.2638704023847232,
|
|
"running": 9,
|
|
"selectionWeight": 2.4619909440322267,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.833333333333332,
|
|
"waiting": 28458
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1309.08,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.486558555517318,
|
|
"queueFactor": 1.0062203389714899,
|
|
"queueWeight": 1.0062203389714899,
|
|
"recentSuccess": 41,
|
|
"recentSuccessRate": 0.2733333333333333,
|
|
"recentTerminal": 150,
|
|
"recentWilsonLowerBound": 0.20834036087778668,
|
|
"running": 8,
|
|
"selectionWeight": 1.495805453633604,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.0,
|
|
"waiting": 32727
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 63.2511013215859,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 3,
|
|
"recentSuccessRate": 0.006607929515418502,
|
|
"recentTerminal": 454,
|
|
"recentWilsonLowerBound": 0.002249744474499145,
|
|
"running": 8,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 75.66666666666667,
|
|
"waiting": 4786
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1419.5844155844154,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.8785509891580146,
|
|
"queueFactor": 0.9940628330747346,
|
|
"queueWeight": 0.9940628330747346,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.24675324675324675,
|
|
"recentTerminal": 77,
|
|
"recentWilsonLowerBound": 0.1640394822845753,
|
|
"running": 7,
|
|
"selectionWeight": 0.8733348852830264,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.833333333333334,
|
|
"waiting": 18218
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 396.3973509933775,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.320271938716197,
|
|
"queueFactor": 1.203700409327661,
|
|
"queueWeight": 1.203700409327661,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.152317880794702,
|
|
"recentTerminal": 151,
|
|
"recentWilsonLowerBound": 0.1036918721546995,
|
|
"running": 7,
|
|
"selectionWeight": 0.3855114637288499,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 25.166666666666668,
|
|
"waiting": 9976
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 71.51923076923077,
|
|
"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": 0.022435897435897436,
|
|
"recentTerminal": 312,
|
|
"recentWilsonLowerBound": 0.010909401979460727,
|
|
"running": 26,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 52.0,
|
|
"waiting": 3719
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 238.009756097561,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.299417782719081,
|
|
"queueWeight": 1.299417782719081,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.06341463414634146,
|
|
"recentTerminal": 205,
|
|
"recentWilsonLowerBound": 0.037430511051874275,
|
|
"running": 3,
|
|
"selectionWeight": 0.06497088913595404,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 34.166666666666664,
|
|
"waiting": 8132
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 1943.5199999999998,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.5049944522916416,
|
|
"queueFactor": 0.9483085531137605,
|
|
"queueWeight": 0.9483085531137605,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.22,
|
|
"recentTerminal": 50,
|
|
"recentWilsonLowerBound": 0.1275378622430229,
|
|
"running": 2,
|
|
"selectionWeight": 0.47889055838316263,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 8.333333333333334,
|
|
"waiting": 16196
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 656.8636363636364,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.9661540254821142,
|
|
"queueFactor": 1.1158780548447005,
|
|
"queueWeight": 1.1158780548447005,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.25,
|
|
"recentTerminal": 88,
|
|
"recentWilsonLowerBound": 0.1712820103346811,
|
|
"running": 8,
|
|
"selectionWeight": 1.0781100746353587,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.666666666666666,
|
|
"waiting": 9634
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 904.4615384615385,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 1.8036669107826966,
|
|
"queueFactor": 1.0636028789728516,
|
|
"queueWeight": 1.0636028789728516,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.32051282051282054,
|
|
"recentTerminal": 78,
|
|
"recentWilsonLowerBound": 0.22748017637196857,
|
|
"running": 5,
|
|
"selectionWeight": 1.9183853190165454,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.0,
|
|
"waiting": 11758
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2463.46875,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.11355065646111581,
|
|
"queueFactor": 0.9151788209419867,
|
|
"queueWeight": 0.9151788209419867,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.125,
|
|
"recentTerminal": 64,
|
|
"recentWilsonLowerBound": 0.06472165392620802,
|
|
"running": 5,
|
|
"selectionWeight": 0.10391915589727255,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 10.666666666666666,
|
|
"waiting": 26277
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2476.9333333333334,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.10541338804814808,
|
|
"queueFactor": 0.9144308557612264,
|
|
"queueWeight": 0.9144308557612264,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.13333333333333333,
|
|
"recentTerminal": 45,
|
|
"recentWilsonLowerBound": 0.06257063634349681,
|
|
"running": 2,
|
|
"selectionWeight": 0.09639325464155829,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 7.5,
|
|
"waiting": 18577
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 2089.018867924528,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9380946633938205,
|
|
"queueWeight": 0.9380946633938205,
|
|
"recentSuccess": 5,
|
|
"recentSuccessRate": 0.09433962264150944,
|
|
"recentTerminal": 53,
|
|
"recentWilsonLowerBound": 0.04097203744189685,
|
|
"running": 16,
|
|
"selectionWeight": 0.04690473316969103,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 8.833333333333334,
|
|
"waiting": 18453
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1638.9333333333334,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.8087418109630153,
|
|
"queueFactor": 0.9728677936727451,
|
|
"queueWeight": 0.9728677936727451,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.23333333333333334,
|
|
"recentTerminal": 90,
|
|
"recentWilsonLowerBound": 0.15798078393937456,
|
|
"running": 6,
|
|
"selectionWeight": 0.786798861282489,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.0,
|
|
"waiting": 24584
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-20T16:31:26.483792+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-20T16:31:26.483792+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
|
|
}
|