782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-09T13:23:26.873344+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-09T13:23:26.873344+00:00",
|
|
"frameworkAttemptedAt": "2026-10-09T13:00:34.262270+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 41768,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20661,
|
|
"successRate": 0.4946609844857307,
|
|
"wilsonLowerBound": 0.48986679683383055
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 55945,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15281,
|
|
"successRate": 0.27314326570739117,
|
|
"wilsonLowerBound": 0.269466652283586
|
|
},
|
|
"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": 4157,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1250,
|
|
"successRate": 0.3006976184748617,
|
|
"wilsonLowerBound": 0.28694682591822473
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 36553,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17092,
|
|
"successRate": 0.46759499904248625,
|
|
"wilsonLowerBound": 0.4624836141235629
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39559,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 10979,
|
|
"successRate": 0.27753482140600116,
|
|
"wilsonLowerBound": 0.2731439228545986
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12384,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5205,
|
|
"successRate": 0.42030038759689925,
|
|
"wilsonLowerBound": 0.4116326692136788
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64209,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12096,
|
|
"successRate": 0.18838480586833622,
|
|
"wilsonLowerBound": 0.18537896383119834
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 28599,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6214,
|
|
"successRate": 0.21728032448687018,
|
|
"wilsonLowerBound": 0.2125388395927366
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7580,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 103,
|
|
"successRate": 0.013588390501319261,
|
|
"wilsonLowerBound": 0.011217458497061716
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26590,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3267,
|
|
"successRate": 0.12286573899962391,
|
|
"wilsonLowerBound": 0.11897423335077327
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16504,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10155113911778962,
|
|
"wilsonLowerBound": 0.09703506300045812
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 15159,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6012,
|
|
"successRate": 0.39659608153572135,
|
|
"wilsonLowerBound": 0.38883570398823947
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24690,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3805,
|
|
"successRate": 0.1541109761036857,
|
|
"wilsonLowerBound": 0.14966111926152778
|
|
},
|
|
"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": 50821,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12759,
|
|
"successRate": 0.2510576336553787,
|
|
"wilsonLowerBound": 0.24730651050184307
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 23826,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3125,
|
|
"successRate": 0.13115923780743724,
|
|
"wilsonLowerBound": 0.12693215912231412
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 86955,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9771,
|
|
"successRate": 0.11236846644816284,
|
|
"wilsonLowerBound": 0.11028639856964279
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 45739,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5507,
|
|
"successRate": 0.12040053346159732,
|
|
"wilsonLowerBound": 0.1174499437836125
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 45461,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3645,
|
|
"successRate": 0.08017861463672159,
|
|
"wilsonLowerBound": 0.07771752161309667
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 92297,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23022,
|
|
"successRate": 0.2494338927592446,
|
|
"wilsonLowerBound": 0.24665288026163554
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5504,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 582,
|
|
"successRate": 0.10574127906976744,
|
|
"wilsonLowerBound": 0.09789043011138934
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112842,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16530,
|
|
"successRate": 0.14648800978359122,
|
|
"wilsonLowerBound": 0.14443691464978353
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 7,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.14285714285714285,
|
|
"wilsonLowerBound": 0.02567895594897479
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 22711,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3938,
|
|
"successRate": 0.17339615164457753,
|
|
"wilsonLowerBound": 0.1685276266165374
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43585,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5671,
|
|
"successRate": 0.13011357118274636,
|
|
"wilsonLowerBound": 0.1269876467263019
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7879,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 733,
|
|
"successRate": 0.09303211067394339,
|
|
"wilsonLowerBound": 0.08681487947522577
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 33963,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6657,
|
|
"successRate": 0.1960074198392368,
|
|
"wilsonLowerBound": 0.19181992794571476
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61465,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12418,
|
|
"successRate": 0.20203367770275768,
|
|
"wilsonLowerBound": 0.1988780564249961
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 14615,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4166,
|
|
"successRate": 0.2850496065685939,
|
|
"wilsonLowerBound": 0.2777877837542779
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15166,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3714,
|
|
"successRate": 0.2448898852696822,
|
|
"wilsonLowerBound": 0.23811103334217604
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67025,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18473,
|
|
"successRate": 0.2756135770234987,
|
|
"wilsonLowerBound": 0.27224373467711444
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 796,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 483,
|
|
"successRate": 0.6067839195979899,
|
|
"wilsonLowerBound": 0.5724149687395196
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48185,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21563,
|
|
"successRate": 0.4475044100861264,
|
|
"wilsonLowerBound": 0.44306897205892076
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39367,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4645,
|
|
"successRate": 0.11799222699215078,
|
|
"wilsonLowerBound": 0.114842653406933
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1024,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6286,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030544066178810055,
|
|
"wilsonLowerBound": 0.02656844784963345
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10076,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 758,
|
|
"successRate": 0.07522826518459706,
|
|
"wilsonLowerBound": 0.0702384412979034
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7120,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3113,
|
|
"successRate": 0.4372191011235955,
|
|
"wilsonLowerBound": 0.42573381629266266
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7414,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 244,
|
|
"successRate": 0.03291070946857297,
|
|
"wilsonLowerBound": 0.02908547252009685
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17239,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5125,
|
|
"successRate": 0.2972910261616103,
|
|
"wilsonLowerBound": 0.2905137470309807
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28058,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14324,
|
|
"successRate": 0.5105139354194882,
|
|
"wilsonLowerBound": 0.5046636261096886
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 66822,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7087,
|
|
"successRate": 0.10605788512765257,
|
|
"wilsonLowerBound": 0.10374583489873253
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13492,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2181,
|
|
"successRate": 0.16165134894752445,
|
|
"wilsonLowerBound": 0.1555359626544916
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-09T13:34:49.467388+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1110.96644295302,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.1422340318907818,
|
|
"queueFactor": 0.9605458049640492,
|
|
"queueWeight": 0.9605458049640492,
|
|
"recentSuccess": 43,
|
|
"recentSuccessRate": 0.28859060402684567,
|
|
"recentTerminal": 149,
|
|
"recentWilsonLowerBound": 0.22187300471396995,
|
|
"running": 8,
|
|
"selectionWeight": 1.0971681076198625,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.833333333333332,
|
|
"waiting": 27589
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1512.4,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9171137832853258,
|
|
"queueWeight": 0.9171137832853258,
|
|
"recentSuccess": 48,
|
|
"recentSuccessRate": 0.4,
|
|
"recentTerminal": 120,
|
|
"recentWilsonLowerBound": 0.31676265239401125,
|
|
"running": 8,
|
|
"selectionWeight": 2.2927844582133146,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.0,
|
|
"waiting": 30248
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 283.0736842105263,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.41882663379623686,
|
|
"queueFactor": 1.1792022419298307,
|
|
"queueWeight": 1.1792022419298307,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.21052631578947367,
|
|
"recentTerminal": 95,
|
|
"recentWilsonLowerBound": 0.14062079660997454,
|
|
"running": 8,
|
|
"selectionWeight": 0.4938813055524467,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 15.833333333333334,
|
|
"waiting": 4482
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1239.975,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 1.018907128165124,
|
|
"queueFactor": 0.9448465495644741,
|
|
"queueWeight": 0.9448465495644741,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.3,
|
|
"recentTerminal": 80,
|
|
"recentWilsonLowerBound": 0.21064429162615705,
|
|
"running": 7,
|
|
"selectionWeight": 0.9627108843734649,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.333333333333334,
|
|
"waiting": 16533
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 413.77099236641226,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.2951350461724398,
|
|
"queueFactor": 1.1139333710209014,
|
|
"queueWeight": 1.1139333710209014,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.17557251908396945,
|
|
"recentTerminal": 131,
|
|
"recentWilsonLowerBound": 0.11993681310262834,
|
|
"running": 7,
|
|
"selectionWeight": 0.32876077688927524,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 21.833333333333332,
|
|
"waiting": 9034
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 140.2394366197183,
|
|
"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": 0.056338028169014086,
|
|
"recentTerminal": 142,
|
|
"recentWilsonLowerBound": 0.028820370601525463,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 23.666666666666668,
|
|
"waiting": 3319
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 228.44318181818184,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.5302963898392153,
|
|
"queueFactor": 1.2177453804131442,
|
|
"queueWeight": 1.2177453804131442,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.21022727272727273,
|
|
"recentTerminal": 176,
|
|
"recentWilsonLowerBound": 0.15654289553782377,
|
|
"running": 3,
|
|
"selectionWeight": 0.6457659789764723,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.333333333333332,
|
|
"waiting": 6701
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 1937.125,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.14546664374666546,
|
|
"queueFactor": 0.8836892541151034,
|
|
"queueWeight": 0.8836892541151034,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.16666666666666666,
|
|
"recentTerminal": 48,
|
|
"recentWilsonLowerBound": 0.08695410039453222,
|
|
"running": 2,
|
|
"selectionWeight": 0.12854730991111826,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 8.0,
|
|
"waiting": 15497
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 372.50349650349654,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.24220226846626042,
|
|
"queueFactor": 1.1316279558209246,
|
|
"queueWeight": 1.1316279558209246,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.16083916083916083,
|
|
"recentTerminal": 143,
|
|
"recentWilsonLowerBound": 0.1096309434798486,
|
|
"running": 8,
|
|
"selectionWeight": 0.2740828579596651,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 23.833333333333332,
|
|
"waiting": 8878
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 588.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.43834575966635175,
|
|
"queueFactor": 1.0567362896340884,
|
|
"queueWeight": 1.0567362896340884,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.20909090909090908,
|
|
"recentTerminal": 110,
|
|
"recentWilsonLowerBound": 0.1435626967427802,
|
|
"running": 4,
|
|
"selectionWeight": 0.4632158716466564,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 18.333333333333332,
|
|
"waiting": 10780
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1819.8648648648648,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.2328855364275917,
|
|
"queueFactor": 0.8920051252638906,
|
|
"queueWeight": 0.8920051252638906,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.40540540540540543,
|
|
"recentTerminal": 74,
|
|
"recentWilsonLowerBound": 0.3009038972107517,
|
|
"running": 4,
|
|
"selectionWeight": 1.9917453426210237,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.333333333333334,
|
|
"waiting": 22445
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2365.909090909091,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.8575777661864389,
|
|
"queueWeight": 0.8575777661864389,
|
|
"recentSuccess": 5,
|
|
"recentSuccessRate": 0.11363636363636363,
|
|
"recentTerminal": 44,
|
|
"recentWilsonLowerBound": 0.04952707589567494,
|
|
"running": 2,
|
|
"selectionWeight": 0.04287888830932195,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 7.333333333333333,
|
|
"waiting": 17350
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 571.0909090909091,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.6137195173785631,
|
|
"queueFactor": 1.061371529358742,
|
|
"queueWeight": 1.061371529358742,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.22424242424242424,
|
|
"recentTerminal": 165,
|
|
"recentWilsonLowerBound": 0.1672918740906337,
|
|
"running": 16,
|
|
"selectionWeight": 0.6513844227573946,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.5,
|
|
"waiting": 15705
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1266.0652173913043,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 2.1834082338820515,
|
|
"queueFactor": 0.9419000266054696,
|
|
"queueWeight": 0.9419000266054696,
|
|
"recentSuccess": 36,
|
|
"recentSuccessRate": 0.391304347826087,
|
|
"recentTerminal": 92,
|
|
"recentWilsonLowerBound": 0.2978546577810812,
|
|
"running": 6,
|
|
"selectionWeight": 2.0565522735841055,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.333333333333334,
|
|
"waiting": 19413
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-09T13:32:11.165529+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-09T13:32:11.165529+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Kunlunxin_p-800",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"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
|
|
}
|