755 lines
24 KiB
JSON
755 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-09-14T18:24:41.828825+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-09-14T18:24:41.828825+00:00",
|
|
"frameworkAttemptedAt": "2026-09-14T14:53:04.199321+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38933,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18705,
|
|
"successRate": 0.4804407571982637,
|
|
"wilsonLowerBound": 0.4754800420312105
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 51648,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14545,
|
|
"successRate": 0.2816178748451053,
|
|
"wilsonLowerBound": 0.2777550717889186
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 2191,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 593,
|
|
"successRate": 0.27065267001369236,
|
|
"wilsonLowerBound": 0.25246196591208553
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 32097,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13983,
|
|
"successRate": 0.43564819141975886,
|
|
"wilsonLowerBound": 0.43023162359631334
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 37066,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 10569,
|
|
"successRate": 0.2851400205039659,
|
|
"wilsonLowerBound": 0.2805661770759682
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7846,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3465,
|
|
"successRate": 0.4416263063981647,
|
|
"wilsonLowerBound": 0.43066944429632004
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 63853,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12067,
|
|
"successRate": 0.18898094059793588,
|
|
"wilsonLowerBound": 0.1859630685382231
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 15967,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3203,
|
|
"successRate": 0.20060124005761884,
|
|
"wilsonLowerBound": 0.19446213712546148
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 5598,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 47,
|
|
"successRate": 0.00839585566273669,
|
|
"wilsonLowerBound": 0.006319900205681883
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26056,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3202,
|
|
"successRate": 0.12288916180534235,
|
|
"wilsonLowerBound": 0.11895821050069917
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16459,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1672,
|
|
"successRate": 0.10158575855155234,
|
|
"wilsonLowerBound": 0.09706293342977017
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 10256,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4387,
|
|
"successRate": 0.42774960998439937,
|
|
"wilsonLowerBound": 0.4182030614474656
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24085,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3778,
|
|
"successRate": 0.15686111687772472,
|
|
"wilsonLowerBound": 0.15232294826670206
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 8066,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 544,
|
|
"successRate": 0.0674435903793702,
|
|
"wilsonLowerBound": 0.0621738174048722
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 41072,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 10363,
|
|
"successRate": 0.2523130112972341,
|
|
"wilsonLowerBound": 0.24813569365627852
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 23016,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3041,
|
|
"successRate": 0.13212547792839763,
|
|
"wilsonLowerBound": 0.12781195656912708
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 86535,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9763,
|
|
"successRate": 0.1128214017449587,
|
|
"wilsonLowerBound": 0.11073061041261582
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 39351,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4824,
|
|
"successRate": 0.12258900663261417,
|
|
"wilsonLowerBound": 0.11938534493932597
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 28866,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3316,
|
|
"successRate": 0.11487563223169127,
|
|
"wilsonLowerBound": 0.11124819832700311
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 87923,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20622,
|
|
"successRate": 0.23454613696074975,
|
|
"wilsonLowerBound": 0.23175699541088174
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5103,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 563,
|
|
"successRate": 0.11032725847540663,
|
|
"wilsonLowerBound": 0.10202255557468329
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112467,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16505,
|
|
"successRate": 0.14675415899775046,
|
|
"wilsonLowerBound": 0.144698104347555
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 16068,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3286,
|
|
"successRate": 0.2045058501369181,
|
|
"wilsonLowerBound": 0.19834024618549653
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 42667,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5552,
|
|
"successRate": 0.13012398340637965,
|
|
"wilsonLowerBound": 0.1269648523885545
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 6328,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 493,
|
|
"successRate": 0.07790771175726928,
|
|
"wilsonLowerBound": 0.07155694212480938
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 198,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 36,
|
|
"successRate": 0.18181818181818182,
|
|
"wilsonLowerBound": 0.1343204258911728
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 30501,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5323,
|
|
"successRate": 0.1745188682338284,
|
|
"wilsonLowerBound": 0.17030027953858615
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 60781,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12382,
|
|
"successRate": 0.2037149767196986,
|
|
"wilsonLowerBound": 0.2005317735957852
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 6758,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1994,
|
|
"successRate": 0.2950577093814738,
|
|
"wilsonLowerBound": 0.28430291141319025
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12150,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3182,
|
|
"successRate": 0.2618930041152263,
|
|
"wilsonLowerBound": 0.2541512488195746
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 59534,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16232,
|
|
"successRate": 0.27265092216212583,
|
|
"wilsonLowerBound": 0.2690884336515849
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 46184,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20110,
|
|
"successRate": 0.43543218430625324,
|
|
"wilsonLowerBound": 0.4309157596740713
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35905,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3186,
|
|
"successRate": 0.08873415958780115,
|
|
"wilsonLowerBound": 0.08583663681173372
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 330,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6276,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030592734225621414,
|
|
"wilsonLowerBound": 0.026610861971840757
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10010,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 733,
|
|
"successRate": 0.07322677322677322,
|
|
"wilsonLowerBound": 0.06828543573281327
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 5649,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2375,
|
|
"successRate": 0.4204283944060896,
|
|
"wilsonLowerBound": 0.40761402535934943
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7369,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 235,
|
|
"successRate": 0.03189035147238431,
|
|
"wilsonLowerBound": 0.02811605354795059
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 10866,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3692,
|
|
"successRate": 0.3397754463464016,
|
|
"wilsonLowerBound": 0.33092786910865496
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 26080,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13185,
|
|
"successRate": 0.5055598159509203,
|
|
"wilsonLowerBound": 0.4994914458832435
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61170,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6016,
|
|
"successRate": 0.09834886382213504,
|
|
"wilsonLowerBound": 0.09601414141824964
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 12272,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1737,
|
|
"successRate": 0.14154172099087353,
|
|
"wilsonLowerBound": 0.1354864684978023
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-09-14T18:33:41.367910+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 978.0416666666666,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.3414290230785564,
|
|
"queueFactor": 0.9869781667112782,
|
|
"queueWeight": 0.9869781667112782,
|
|
"recentSuccess": 51,
|
|
"recentSuccessRate": 0.3541666666666667,
|
|
"recentTerminal": 144,
|
|
"recentWilsonLowerBound": 0.2807687889835203,
|
|
"running": 8,
|
|
"selectionWeight": 1.3239611579713746,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.0,
|
|
"waiting": 23473
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1314.0944881889764,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9442068788874985,
|
|
"queueWeight": 0.9442068788874985,
|
|
"recentSuccess": 58,
|
|
"recentSuccessRate": 0.4566929133858268,
|
|
"recentTerminal": 127,
|
|
"recentWilsonLowerBound": 0.3726021301661326,
|
|
"running": 8,
|
|
"selectionWeight": 2.3605171972187464,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.166666666666668,
|
|
"waiting": 27815
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 348.35714285714283,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.17521984022814913,
|
|
"queueFactor": 1.1522784537549586,
|
|
"queueWeight": 1.1522784537549586,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.17857142857142858,
|
|
"recentTerminal": 84,
|
|
"recentWilsonLowerBound": 0.11131090903390252,
|
|
"running": 2,
|
|
"selectionWeight": 0.20190204656528257,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.0,
|
|
"waiting": 4877
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1536.2033898305083,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 1.2896715141097244,
|
|
"queueFactor": 0.9223459418479601,
|
|
"queueWeight": 0.9223459418479601,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.3898305084745763,
|
|
"recentTerminal": 59,
|
|
"recentWilsonLowerBound": 0.27579176065584404,
|
|
"running": 7,
|
|
"selectionWeight": 1.1895232873560186,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 9.833333333333334,
|
|
"waiting": 15106
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 465.4067796610169,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.3631935401534287,
|
|
"queueFactor": 1.1032812648041108,
|
|
"queueWeight": 1.1032812648041108,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.22033898305084745,
|
|
"recentTerminal": 118,
|
|
"recentWilsonLowerBound": 0.15503376394311624,
|
|
"running": 7,
|
|
"selectionWeight": 0.40070462834915743,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.666666666666668,
|
|
"waiting": 9153
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 42.54111405835543,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.034482758620689655,
|
|
"recentTerminal": 377,
|
|
"recentWilsonLowerBound": 0.02026056792378074,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 62.833333333333336,
|
|
"waiting": 2673
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 114.36521739130434,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.2987569461530433,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 43,
|
|
"recentSuccessRate": 0.18695652173913044,
|
|
"recentTerminal": 230,
|
|
"recentWilsonLowerBound": 0.14186383578769188,
|
|
"running": 4,
|
|
"selectionWeight": 0.3883840299989563,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 38.333333333333336,
|
|
"waiting": 4384
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2188.4651162790697,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.1680602105681201,
|
|
"queueFactor": 0.8746618913086133,
|
|
"queueWeight": 0.8746618913086133,
|
|
"recentSuccess": 17,
|
|
"recentSuccessRate": 0.3953488372093023,
|
|
"recentTerminal": 43,
|
|
"recentWilsonLowerBound": 0.263651061984564,
|
|
"running": 2,
|
|
"selectionWeight": 1.021657752937849,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.166666666666667,
|
|
"waiting": 15684
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 734.6086956521739,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.5771055814143335,
|
|
"queueFactor": 1.0302739983930416,
|
|
"queueWeight": 1.0302739983930416,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.2717391304347826,
|
|
"recentTerminal": 92,
|
|
"recentWilsonLowerBound": 0.19135648353357726,
|
|
"running": 7,
|
|
"selectionWeight": 0.5945768748586864,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.333333333333334,
|
|
"waiting": 11264
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 666.4615384615385,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.9130903666992535,
|
|
"queueFactor": 1.0454298239409012,
|
|
"queueWeight": 1.0454298239409012,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.3173076923076923,
|
|
"recentTerminal": 104,
|
|
"recentWilsonLowerBound": 0.23573019790441693,
|
|
"running": 4,
|
|
"selectionWeight": 0.9545719013005335,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.333333333333332,
|
|
"waiting": 11552
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1824.72,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.9246380131990724,
|
|
"queueFactor": 0.8988385993828318,
|
|
"queueWeight": 0.8988385993828318,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.3333333333333333,
|
|
"recentTerminal": 75,
|
|
"recentWilsonLowerBound": 0.23708065705320358,
|
|
"running": 4,
|
|
"selectionWeight": 0.8311003367199785,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.5,
|
|
"waiting": 22809
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 7436.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.7826172683625228,
|
|
"queueFactor": 0.7280483835909642,
|
|
"queueWeight": 0.7280483835909642,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.5833333333333334,
|
|
"recentTerminal": 12,
|
|
"recentWilsonLowerBound": 0.3195073356553728,
|
|
"running": 2,
|
|
"selectionWeight": 1.2978316207926748,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 2.0,
|
|
"waiting": 14872
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1147.909090909091,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.5046262015115764,
|
|
"queueFactor": 0.9635517064014207,
|
|
"queueWeight": 0.9635517064014207,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.2727272727272727,
|
|
"recentTerminal": 66,
|
|
"recentWilsonLowerBound": 0.180032031620791,
|
|
"running": 16,
|
|
"selectionWeight": 0.4862334375613467,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.0,
|
|
"waiting": 12627
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 814.3695652173913,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.709682666428,
|
|
"queueFactor": 1.014466987571968,
|
|
"queueWeight": 1.014466987571968,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.29347826086956524,
|
|
"recentTerminal": 92,
|
|
"recentWilsonLowerBound": 0.21021583127441634,
|
|
"running": 6,
|
|
"selectionWeight": 0.7199496367432551,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.333333333333334,
|
|
"waiting": 12487
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-09-14T18:33:41.367910+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-09-14T18:33:41.367910+00:00",
|
|
"supportedGpus": [
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Cambricon_mlu-370-x4",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b4",
|
|
"hygon_k100-ai",
|
|
"Ascend_910-b3",
|
|
"Biren_166m",
|
|
"MetaX_c-500",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|