782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-11T14:06:10.870722+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-11T14:06:10.870722+00:00",
|
|
"frameworkAttemptedAt": "2026-10-11T13:34:31.963113+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 42132,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20906,
|
|
"successRate": 0.49620241146871735,
|
|
"wilsonLowerBound": 0.49142869945258505
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 56399,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15342,
|
|
"successRate": 0.27202609975354175,
|
|
"wilsonLowerBound": 0.2683690353306232
|
|
},
|
|
"vllm_0.23.0": {
|
|
"framework": "vllm_0.23.0",
|
|
"modelCount": 0,
|
|
"officialConfigError": "framework_mismatch",
|
|
"officialConfigValid": false,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 4342,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1307,
|
|
"successRate": 0.30101335789958544,
|
|
"wilsonLowerBound": 0.2875502552183148
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 36957,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17354,
|
|
"successRate": 0.4695727467056309,
|
|
"wilsonLowerBound": 0.46448788012940795
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39740,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11014,
|
|
"successRate": 0.2771514846502265,
|
|
"wilsonLowerBound": 0.27277245830589336
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12706,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5329,
|
|
"successRate": 0.41940815362820716,
|
|
"wilsonLowerBound": 0.4108534143399187
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64214,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12096,
|
|
"successRate": 0.18837013735322516,
|
|
"wilsonLowerBound": 0.18536450290219292
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 29815,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6476,
|
|
"successRate": 0.2172061043099111,
|
|
"wilsonLowerBound": 0.21256213051712927
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7712,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 105,
|
|
"successRate": 0.013615145228215768,
|
|
"wilsonLowerBound": 0.011260171444320517
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26625,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3269,
|
|
"successRate": 0.1227793427230047,
|
|
"wilsonLowerBound": 0.1188915646686596
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16508,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10152653259025927,
|
|
"wilsonLowerBound": 0.09701149316250736
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 15588,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6158,
|
|
"successRate": 0.39504747241467797,
|
|
"wilsonLowerBound": 0.38739980247053724
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24737,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3806,
|
|
"successRate": 0.15385859239196345,
|
|
"wilsonLowerBound": 0.14941596719976147
|
|
},
|
|
"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": 51612,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13005,
|
|
"successRate": 0.2519762845849802,
|
|
"wilsonLowerBound": 0.2482492652689567
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 24327,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3143,
|
|
"successRate": 0.1291980104410737,
|
|
"wilsonLowerBound": 0.12504146477684208
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 86989,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11233604248813069,
|
|
"wilsonLowerBound": 0.1102546441045114
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 46109,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5546,
|
|
"successRate": 0.12028020559977445,
|
|
"wilsonLowerBound": 0.11734264236381389
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 46572,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3653,
|
|
"successRate": 0.0784376878811303,
|
|
"wilsonLowerBound": 0.07603046514506831
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 93615,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23300,
|
|
"successRate": 0.24889173743524007,
|
|
"wilsonLowerBound": 0.2461323337268517
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5557,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 585,
|
|
"successRate": 0.10527262911642973,
|
|
"wilsonLowerBound": 0.09747414111074428
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112854,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16530,
|
|
"successRate": 0.146472433409538,
|
|
"wilsonLowerBound": 0.1444215380732927
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 96,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.010416666666666666,
|
|
"wilsonLowerBound": 0.0018411228184366352
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 23462,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3980,
|
|
"successRate": 0.16963600716051488,
|
|
"wilsonLowerBound": 0.16488768571867296
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43625,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5674,
|
|
"successRate": 0.13006303724928367,
|
|
"wilsonLowerBound": 0.12693905710074657
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8048,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 751,
|
|
"successRate": 0.09331510934393639,
|
|
"wilsonLowerBound": 0.08715268577058863
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 34257,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6762,
|
|
"successRate": 0.1973903143883002,
|
|
"wilsonLowerBound": 0.19320935537528564
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61481,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12423,
|
|
"successRate": 0.2020624257900815,
|
|
"wilsonLowerBound": 0.19890704231526266
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 15324,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4346,
|
|
"successRate": 0.28360741320803967,
|
|
"wilsonLowerBound": 0.27652552253666707
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15309,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3734,
|
|
"successRate": 0.24390881181004637,
|
|
"wilsonLowerBound": 0.23717087443026186
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67546,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18619,
|
|
"successRate": 0.2756491872205608,
|
|
"wilsonLowerBound": 0.27229217935645217
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 921,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 556,
|
|
"successRate": 0.6036916395222585,
|
|
"wilsonLowerBound": 0.5717336010340232
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48346,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21686,
|
|
"successRate": 0.4485583088569892,
|
|
"wilsonLowerBound": 0.44412918943028845
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39654,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4752,
|
|
"successRate": 0.11983658647299138,
|
|
"wilsonLowerBound": 0.11667675032296591
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1058,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6287,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030539207889295372,
|
|
"wilsonLowerBound": 0.02656421387260057
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10085,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 761,
|
|
"successRate": 0.07545860188398612,
|
|
"wilsonLowerBound": 0.07046362140369612
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7247,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3177,
|
|
"successRate": 0.43838829860631984,
|
|
"wilsonLowerBound": 0.4269997558254568
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7419,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.033023318506537266,
|
|
"wilsonLowerBound": 0.02919254963460024
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17967,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5347,
|
|
"successRate": 0.29760115767796513,
|
|
"wilsonLowerBound": 0.2909595973414066
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28270,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14445,
|
|
"successRate": 0.5109656880084895,
|
|
"wilsonLowerBound": 0.5051374101855693
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67114,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7147,
|
|
"successRate": 0.10649044908662872,
|
|
"wilsonLowerBound": 0.10417917977751152
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13622,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2245,
|
|
"successRate": 0.16480692996623109,
|
|
"wilsonLowerBound": 0.15867118155088172
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-11T14:18:35.276608+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1005.7278106508875,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.0285367442851834,
|
|
"queueFactor": 0.9253284192182012,
|
|
"queueWeight": 0.9253284192182012,
|
|
"recentSuccess": 39,
|
|
"recentSuccessRate": 0.23076923076923078,
|
|
"recentTerminal": 169,
|
|
"recentWilsonLowerBound": 0.17365584557640895,
|
|
"running": 8,
|
|
"selectionWeight": 0.951734279697244,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.166666666666668,
|
|
"waiting": 28328
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1082.1976744186047,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9152125780920115,
|
|
"queueWeight": 0.9152125780920115,
|
|
"recentSuccess": 56,
|
|
"recentSuccessRate": 0.32558139534883723,
|
|
"recentTerminal": 172,
|
|
"recentWilsonLowerBound": 0.26002599652532066,
|
|
"running": 9,
|
|
"selectionWeight": 2.288031445230029,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.666666666666668,
|
|
"waiting": 31023
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 140.66379310344828,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.2776295728229786,
|
|
"queueFactor": 1.2429126866143416,
|
|
"queueWeight": 1.2429126866143416,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.1336206896551724,
|
|
"recentTerminal": 232,
|
|
"recentWilsonLowerBound": 0.09575574119185618,
|
|
"running": 10,
|
|
"selectionWeight": 0.34506931824100034,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 38.666666666666664,
|
|
"waiting": 5439
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1016.3877551020408,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.27286968724725846,
|
|
"queueFactor": 0.9238661519095407,
|
|
"queueWeight": 0.9238661519095407,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.15306122448979592,
|
|
"recentTerminal": 98,
|
|
"recentWilsonLowerBound": 0.0950059903962593,
|
|
"running": 7,
|
|
"selectionWeight": 0.25209506792988456,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 16.333333333333332,
|
|
"waiting": 16601
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 285.0315789473684,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.3023113519726166,
|
|
"queueFactor": 1.1179799702955895,
|
|
"queueWeight": 1.1179799702955895,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.14210526315789473,
|
|
"recentTerminal": 190,
|
|
"recentWilsonLowerBound": 0.09953547232355033,
|
|
"running": 7,
|
|
"selectionWeight": 0.3379780362983654,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 31.666666666666668,
|
|
"waiting": 9026
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 60.20365535248042,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.015665796344647518,
|
|
"recentTerminal": 383,
|
|
"recentWilsonLowerBound": 0.007198941401138755,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 63.833333333333336,
|
|
"waiting": 3843
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 121.75652173913043,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.07983049224641853,
|
|
"queueFactor": 1.2701181866025386,
|
|
"queueWeight": 1.2701181866025386,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.0782608695652174,
|
|
"recentTerminal": 345,
|
|
"recentWilsonLowerBound": 0.05434014197594438,
|
|
"running": 9,
|
|
"selectionWeight": 0.10139416004760912,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 57.5,
|
|
"waiting": 7001
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2209.285714285714,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.7787166427996927,
|
|
"queueFactor": 0.8222998043990367,
|
|
"queueWeight": 0.8222998043990367,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.2619047619047619,
|
|
"recentTerminal": 42,
|
|
"recentWilsonLowerBound": 0.15302485372603591,
|
|
"running": 2,
|
|
"selectionWeight": 0.6403385430564618,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.0,
|
|
"waiting": 15465
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 263.8477157360406,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.6347139129315356,
|
|
"queueFactor": 1.1310061560980322,
|
|
"queueWeight": 1.1310061560980322,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.18781725888324874,
|
|
"recentTerminal": 197,
|
|
"recentWilsonLowerBound": 0.1394433098930489,
|
|
"running": 9,
|
|
"selectionWeight": 0.7178653428866372,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 32.833333333333336,
|
|
"waiting": 8663
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 444.375,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.8831839376552264,
|
|
"queueFactor": 1.045937001115718,
|
|
"queueWeight": 1.045937001115718,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.2222222222222222,
|
|
"recentTerminal": 144,
|
|
"recentWilsonLowerBound": 0.16203646060411442,
|
|
"running": 5,
|
|
"selectionWeight": 0.9237547591846789,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.0,
|
|
"waiting": 10665
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1343.2222222222222,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.705498280666559,
|
|
"queueFactor": 0.8860246191198066,
|
|
"queueWeight": 0.8860246191198066,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.21296296296296297,
|
|
"recentTerminal": 108,
|
|
"recentWilsonLowerBound": 0.14630847191772375,
|
|
"running": 4,
|
|
"selectionWeight": 0.6250888454172663,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 18.0,
|
|
"waiting": 24178
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1138.4347826086955,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9082841720747604,
|
|
"queueWeight": 0.9082841720747604,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.07608695652173914,
|
|
"recentTerminal": 92,
|
|
"recentWilsonLowerBound": 0.03734308465448331,
|
|
"running": 2,
|
|
"selectionWeight": 0.04541420860373802,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 15.333333333333334,
|
|
"waiting": 17456
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 550.421052631579,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.31237767149151635,
|
|
"queueFactor": 1.0128933366449258,
|
|
"queueWeight": 1.0128933366449258,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.14619883040935672,
|
|
"recentTerminal": 171,
|
|
"recentWilsonLowerBound": 0.10102852924009678,
|
|
"running": 17,
|
|
"selectionWeight": 0.3164052619704145,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 28.5,
|
|
"waiting": 15687
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 648.5714285714286,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.40359245408790667,
|
|
"queueFactor": 0.9882670089586575,
|
|
"queueWeight": 0.9882670089586575,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.15873015873015872,
|
|
"recentTerminal": 189,
|
|
"recentWilsonLowerBound": 0.11350582412055976,
|
|
"running": 7,
|
|
"selectionWeight": 0.39885710743973984,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 31.5,
|
|
"waiting": 20430
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-11T14:09:31.257956+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-11T14:09:31.257956+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b4",
|
|
"Ascend_910-b3",
|
|
"hygon_k100-ai",
|
|
"MetaX_c-500",
|
|
"Biren_166m",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|