791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-19T18:35:29.886038+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-19T18:35:29.886038+00:00",
|
|
"frameworkAttemptedAt": "2026-10-19T14:41:58.665458+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43501,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21840,
|
|
"successRate": 0.5020574239672652,
|
|
"wilsonLowerBound": 0.49735880317607073
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58024,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15513,
|
|
"successRate": 0.2673548876327037,
|
|
"wilsonLowerBound": 0.2637692097170739
|
|
},
|
|
"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": 5151,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1631,
|
|
"successRate": 0.31663754610755196,
|
|
"wilsonLowerBound": 0.3040748797784789
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38431,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18345,
|
|
"successRate": 0.4773490151180037,
|
|
"wilsonLowerBound": 0.47235763634565053
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40511,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11101,
|
|
"successRate": 0.2740243390684012,
|
|
"wilsonLowerBound": 0.2697025654332607
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14042,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5825,
|
|
"successRate": 0.41482694772824386,
|
|
"wilsonLowerBound": 0.4067020819170478
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64264,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.18825469936511888,
|
|
"wilsonLowerBound": 0.18525094549360915
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 34364,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7344,
|
|
"successRate": 0.213712024211384,
|
|
"wilsonLowerBound": 0.20940994363819135
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8303,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 115,
|
|
"successRate": 0.013850415512465374,
|
|
"wilsonLowerBound": 0.01155192525424631
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26769,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3288,
|
|
"successRate": 0.12282864507452651,
|
|
"wilsonLowerBound": 0.11895050672083039
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16520,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10145278450363196,
|
|
"wilsonLowerBound": 0.09694085230477067
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 17235,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6678,
|
|
"successRate": 0.38746736292428197,
|
|
"wilsonLowerBound": 0.3802198890152194
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24817,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3808,
|
|
"successRate": 0.15344320425514768,
|
|
"wilsonLowerBound": 0.14901268534306283
|
|
},
|
|
"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": 54792,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13791,
|
|
"successRate": 0.25169732807709155,
|
|
"wilsonLowerBound": 0.24808090095139002
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25187,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3215,
|
|
"successRate": 0.12764521380077024,
|
|
"wilsonLowerBound": 0.12358078730476937
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87120,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11216712580348943,
|
|
"wilsonLowerBound": 0.11008866513739408
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 48995,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5668,
|
|
"successRate": 0.1156852740075518,
|
|
"wilsonLowerBound": 0.11288316395654886
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 51153,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3790,
|
|
"successRate": 0.07409145113678572,
|
|
"wilsonLowerBound": 0.07185348909667795
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94889,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23907,
|
|
"successRate": 0.25194701177164897,
|
|
"wilsonLowerBound": 0.24919480371195635
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 143,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5666,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 590,
|
|
"successRate": 0.10412989763501589,
|
|
"wilsonLowerBound": 0.09644334486767916
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112910,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16539,
|
|
"successRate": 0.14647949694446905,
|
|
"wilsonLowerBound": 0.1444290658471125
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 302,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.0033112582781456954,
|
|
"wilsonLowerBound": 0.0005847426840939249
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25395,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4153,
|
|
"successRate": 0.1635361291592833,
|
|
"wilsonLowerBound": 0.15903811591442824
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44295,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5721,
|
|
"successRate": 0.12915678970538436,
|
|
"wilsonLowerBound": 0.12606566498031876
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8459,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 814,
|
|
"successRate": 0.09622886866059818,
|
|
"wilsonLowerBound": 0.09012629711640216
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35474,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7125,
|
|
"successRate": 0.20085132773298753,
|
|
"wilsonLowerBound": 0.1967146256430832
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61557,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12430,
|
|
"successRate": 0.20192666959078578,
|
|
"wilsonLowerBound": 0.1987740274502843
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18101,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5125,
|
|
"successRate": 0.2831335285343351,
|
|
"wilsonLowerBound": 0.276616820218704
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16130,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3899,
|
|
"successRate": 0.2417234965902046,
|
|
"wilsonLowerBound": 0.23517837588385107
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69411,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19087,
|
|
"successRate": 0.27498523288815896,
|
|
"wilsonLowerBound": 0.27167598074476934
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1578,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 935,
|
|
"successRate": 0.5925221799746515,
|
|
"wilsonLowerBound": 0.5680817541920168
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48591,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.4472021567780042,
|
|
"wilsonLowerBound": 0.4427855771941597
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40994,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5165,
|
|
"successRate": 0.12599404790945015,
|
|
"wilsonLowerBound": 0.12281666352407955
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1215,
|
|
"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": 7749,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3411,
|
|
"successRate": 0.44018583042973286,
|
|
"wilsonLowerBound": 0.42916534488745856
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7431,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.03296999058000269,
|
|
"wilsonLowerBound": 0.02914532054852906
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19497,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5575,
|
|
"successRate": 0.2859414268861876,
|
|
"wilsonLowerBound": 0.27964132970485067
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29010,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14850,
|
|
"successRate": 0.5118924508790073,
|
|
"wilsonLowerBound": 0.5061391183920575
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68318,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7375,
|
|
"successRate": 0.10795105243127726,
|
|
"wilsonLowerBound": 0.10564605810500256
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14221,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2516,
|
|
"successRate": 0.17692145418746924,
|
|
"wilsonLowerBound": 0.17073700570307276
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-19T18:35:29.886038+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1380.3902439024391,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.3842981762988003,
|
|
"queueFactor": 0.9640110212087799,
|
|
"queueWeight": 0.9640110212087799,
|
|
"recentSuccess": 43,
|
|
"recentSuccessRate": 0.34959349593495936,
|
|
"recentTerminal": 123,
|
|
"recentWilsonLowerBound": 0.27103891552996556,
|
|
"running": 8,
|
|
"selectionWeight": 2.298489719800038,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.5,
|
|
"waiting": 28298
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1287.7046979865772,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.149355460244985,
|
|
"queueFactor": 0.9741141214401166,
|
|
"queueWeight": 0.9741141214401166,
|
|
"recentSuccess": 49,
|
|
"recentSuccessRate": 0.3288590604026846,
|
|
"recentTerminal": 149,
|
|
"recentWilsonLowerBound": 0.258555227600372,
|
|
"running": 8,
|
|
"selectionWeight": 2.093717505819061,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.833333333333332,
|
|
"waiting": 31978
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 141.26153846153846,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.4201105903636318,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.16923076923076924,
|
|
"recentTerminal": 195,
|
|
"recentWilsonLowerBound": 0.12311352620779996,
|
|
"running": 8,
|
|
"selectionWeight": 0.5461437674727213,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 32.5,
|
|
"waiting": 4591
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1317.219512195122,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.5894885395695039,
|
|
"queueFactor": 0.9708084726517829,
|
|
"queueWeight": 0.9708084726517829,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.21951219512195122,
|
|
"recentTerminal": 82,
|
|
"recentWilsonLowerBound": 0.1436067129787513,
|
|
"running": 7,
|
|
"selectionWeight": 0.5722804687452001,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.666666666666666,
|
|
"waiting": 18002
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 487.32786885245906,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.3645720537461541,
|
|
"queueFactor": 1.1269615373333977,
|
|
"queueWeight": 1.1269615373333977,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.1721311475409836,
|
|
"recentTerminal": 122,
|
|
"recentWilsonLowerBound": 0.11542895012804419,
|
|
"running": 8,
|
|
"selectionWeight": 0.41085868215855986,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.333333333333332,
|
|
"waiting": 9909
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 68.03603603603604,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.06606606606606606,
|
|
"recentTerminal": 333,
|
|
"recentWilsonLowerBound": 0.0440301489627264,
|
|
"running": 26,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 55.5,
|
|
"waiting": 3776
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 185.19230769230768,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.13047188993777964,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.10384615384615385,
|
|
"recentTerminal": 260,
|
|
"recentWilsonLowerBound": 0.07235463753319787,
|
|
"running": 5,
|
|
"selectionWeight": 0.16961345691911353,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 43.333333333333336,
|
|
"waiting": 8025
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2633.3513513513512,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.4804989062796927,
|
|
"queueFactor": 0.8749957831324268,
|
|
"queueWeight": 0.8749957831324268,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.35135135135135137,
|
|
"recentTerminal": 37,
|
|
"recentWilsonLowerBound": 0.21825406631100872,
|
|
"running": 3,
|
|
"selectionWeight": 1.295430299926901,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.166666666666667,
|
|
"waiting": 16239
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 738.9230769230769,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.564147397943518,
|
|
"queueFactor": 1.0587474973247994,
|
|
"queueWeight": 1.0587474973247994,
|
|
"recentSuccess": 17,
|
|
"recentSuccessRate": 0.21794871794871795,
|
|
"recentTerminal": 78,
|
|
"recentWilsonLowerBound": 0.14076696665343855,
|
|
"running": 10,
|
|
"selectionWeight": 0.5972896456949973,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.0,
|
|
"waiting": 9606
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 874.5749999999999,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 1.0323161517950268,
|
|
"queueWeight": 1.0323161517950268,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.375,
|
|
"recentTerminal": 80,
|
|
"recentWilsonLowerBound": 0.2769401625800478,
|
|
"running": 4,
|
|
"selectionWeight": 2.580790379487567,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.333333333333334,
|
|
"waiting": 11661
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2150.054794520548,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.24646739710055182,
|
|
"queueFactor": 0.9020172687933223,
|
|
"queueWeight": 0.9020172687933223,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.1643835616438356,
|
|
"recentTerminal": 73,
|
|
"recentWilsonLowerBound": 0.09661201862809403,
|
|
"running": 4,
|
|
"selectionWeight": 0.22231784837923896,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.166666666666666,
|
|
"waiting": 26159
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 639.9310344827586,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.081838182425955,
|
|
"queueWeight": 1.081838182425955,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.034482758620689655,
|
|
"recentTerminal": 174,
|
|
"recentWilsonLowerBound": 0.015897570022231685,
|
|
"running": 2,
|
|
"selectionWeight": 0.05409190912129776,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 29.0,
|
|
"waiting": 18558
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1408.8311688311687,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.0674086922227191,
|
|
"queueFactor": 0.9610664984147804,
|
|
"queueWeight": 0.9610664984147804,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.1038961038961039,
|
|
"recentTerminal": 77,
|
|
"recentWilsonLowerBound": 0.05359228295797315,
|
|
"running": 16,
|
|
"selectionWeight": 0.06478423579720828,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.833333333333334,
|
|
"waiting": 18080
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1437.80198019802,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.5592219680293085,
|
|
"queueFactor": 0.9581365767891188,
|
|
"queueWeight": 0.9581365767891188,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.2079207920792079,
|
|
"recentTerminal": 101,
|
|
"recentWilsonLowerBound": 0.14020699355070068,
|
|
"running": 6,
|
|
"selectionWeight": 0.5358110221128757,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.833333333333332,
|
|
"waiting": 24203
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-19T18:35:29.886038+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-19T18:35:29.886038+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
|
|
}
|