791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-19T14:41:58.665458+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-19T14:41:58.665458+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": "2026-10-19T14:41:58.665458+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1403.5041322314048,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.7782886079304738,
|
|
"queueFactor": 0.9494168916077654,
|
|
"queueWeight": 0.9494168916077654,
|
|
"recentSuccess": 38,
|
|
"recentSuccessRate": 0.3140495867768595,
|
|
"recentTerminal": 121,
|
|
"recentWilsonLowerBound": 0.2381525195796507,
|
|
"running": 8,
|
|
"selectionWeight": 1.6883372425228507,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.166666666666668,
|
|
"waiting": 28304
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1380.820143884892,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9517402610396755,
|
|
"queueWeight": 0.9517402610396755,
|
|
"recentSuccess": 49,
|
|
"recentSuccessRate": 0.35251798561151076,
|
|
"recentTerminal": 139,
|
|
"recentWilsonLowerBound": 0.278035094856034,
|
|
"running": 8,
|
|
"selectionWeight": 2.3793506525991885,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.166666666666668,
|
|
"waiting": 31989
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 139.96969696969697,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.4689312265452591,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 35,
|
|
"recentSuccessRate": 0.17676767676767677,
|
|
"recentTerminal": 198,
|
|
"recentWilsonLowerBound": 0.129933745194101,
|
|
"running": 8,
|
|
"selectionWeight": 0.6096105945088368,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 33.0,
|
|
"waiting": 4619
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1271.2235294117647,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.3887705503051106,
|
|
"queueFactor": 0.963619811242393,
|
|
"queueWeight": 0.963619811242393,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.18823529411764706,
|
|
"recentTerminal": 85,
|
|
"recentWilsonLowerBound": 0.1193204211030341,
|
|
"running": 7,
|
|
"selectionWeight": 0.37462700430161194,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.166666666666666,
|
|
"waiting": 18009
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 438.30882352941177,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.732263489073936,
|
|
"queueFactor": 1.1305036700053008,
|
|
"queueWeight": 1.1305036700053008,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.22058823529411764,
|
|
"recentTerminal": 136,
|
|
"recentWilsonLowerBound": 0.15911201250331414,
|
|
"running": 7,
|
|
"selectionWeight": 0.8278265618089712,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.666666666666668,
|
|
"waiting": 9935
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 69.69938650306749,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.051171219663707246,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.0705521472392638,
|
|
"recentTerminal": 326,
|
|
"recentWilsonLowerBound": 0.04746913599404078,
|
|
"running": 24,
|
|
"selectionWeight": 0.06652258556281943,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 54.333333333333336,
|
|
"waiting": 3787
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 170.83985765124555,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.11966951484039194,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.099644128113879,
|
|
"recentTerminal": 281,
|
|
"recentWilsonLowerBound": 0.0698424395497873,
|
|
"running": 5,
|
|
"selectionWeight": 0.15557036929250953,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 46.833333333333336,
|
|
"waiting": 8001
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2266.186046511628,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.6365196926298049,
|
|
"queueFactor": 0.8835775533442752,
|
|
"queueWeight": 0.8835775533442752,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.2558139534883721,
|
|
"recentTerminal": 43,
|
|
"recentWilsonLowerBound": 0.14929365877065542,
|
|
"running": 2,
|
|
"selectionWeight": 0.5624145126692931,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.166666666666667,
|
|
"waiting": 16241
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 511.85840707964604,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.1166945533556463,
|
|
"queueFactor": 1.104502065706406,
|
|
"queueWeight": 1.104502065706406,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.26548672566371684,
|
|
"recentTerminal": 113,
|
|
"recentWilsonLowerBound": 0.19275522468473327,
|
|
"running": 8,
|
|
"selectionWeight": 1.2333914409444038,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.833333333333332,
|
|
"waiting": 9640
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 714.6734693877552,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.8519734363185696,
|
|
"queueFactor": 1.0505648343684046,
|
|
"queueWeight": 1.0505648343684046,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.24489795918367346,
|
|
"recentTerminal": 98,
|
|
"recentWilsonLowerBound": 0.17044853585935213,
|
|
"running": 4,
|
|
"selectionWeight": 0.8950533320122986,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.333333333333332,
|
|
"waiting": 11673
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2012.3846153846155,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.39474913757746555,
|
|
"queueFactor": 0.8994610474543608,
|
|
"queueWeight": 0.8994610474543608,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.19230769230769232,
|
|
"recentTerminal": 78,
|
|
"recentWilsonLowerBound": 0.12015101048823743,
|
|
"running": 4,
|
|
"selectionWeight": 0.35506147276713274,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.0,
|
|
"waiting": 26161
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 654.7058823529412,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.064466681112338,
|
|
"queueWeight": 1.064466681112338,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.041176470588235294,
|
|
"recentTerminal": 170,
|
|
"recentWilsonLowerBound": 0.020086447354314238,
|
|
"running": 2,
|
|
"selectionWeight": 0.053223334055616904,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 28.333333333333332,
|
|
"waiting": 18550
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1282.7857142857142,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.10553768077441103,
|
|
"queueFactor": 0.9623119775988364,
|
|
"queueWeight": 0.9623119775988364,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.11904761904761904,
|
|
"recentTerminal": 84,
|
|
"recentWilsonLowerBound": 0.065964782536511,
|
|
"running": 16,
|
|
"selectionWeight": 0.10156017429721817,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.0,
|
|
"waiting": 17959
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1308.2702702702702,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.44751813665063256,
|
|
"queueFactor": 0.9594766004739386,
|
|
"queueWeight": 0.9594766004739386,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.1891891891891892,
|
|
"recentTerminal": 111,
|
|
"recentWilsonLowerBound": 0.12720241592903933,
|
|
"running": 6,
|
|
"selectionWeight": 0.42938318040398044,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.5,
|
|
"waiting": 24203
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-19T14:41:58.665458+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-19T14:41:58.665458+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
|
|
}
|