782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-11T04:54:08.481889+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-11T04:54:08.481889+00:00",
|
|
"frameworkAttemptedAt": "2026-10-11T01:33:06.470880+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 42032,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20839,
|
|
"successRate": 0.4957889227255424,
|
|
"wilsonLowerBound": 0.49100960579281877
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 56294,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15325,
|
|
"successRate": 0.2722314989164032,
|
|
"wilsonLowerBound": 0.26857015747115054
|
|
},
|
|
"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": 4293,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1294,
|
|
"successRate": 0.301420917773119,
|
|
"wilsonLowerBound": 0.28787662142691656
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 36858,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17290,
|
|
"successRate": 0.4690976178848554,
|
|
"wilsonLowerBound": 0.4640062794308253
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39700,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11007,
|
|
"successRate": 0.27725440806045343,
|
|
"wilsonLowerBound": 0.2728726734087688
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12626,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5297,
|
|
"successRate": 0.41953112624742595,
|
|
"wilsonLowerBound": 0.4109490257520016
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64213,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12096,
|
|
"successRate": 0.18837307087349914,
|
|
"wilsonLowerBound": 0.18536739490748255
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 29455,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6416,
|
|
"successRate": 0.2178237990154473,
|
|
"wilsonLowerBound": 0.21314684759070385
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7681,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 103,
|
|
"successRate": 0.013409712277047259,
|
|
"wilsonLowerBound": 0.011069798440203352
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26624,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3269,
|
|
"successRate": 0.12278395432692307,
|
|
"wilsonLowerBound": 0.11889603996213453
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16507,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10153268310413764,
|
|
"wilsonLowerBound": 0.0970173845483962
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 15483,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6122,
|
|
"successRate": 0.3954014079958664,
|
|
"wilsonLowerBound": 0.38772666181142473
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24725,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3806,
|
|
"successRate": 0.15393326592517695,
|
|
"wilsonLowerBound": 0.14948867173743965
|
|
},
|
|
"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": 51397,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12947,
|
|
"successRate": 0.2519018619763799,
|
|
"wilsonLowerBound": 0.2481674677081198
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 24154,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3134,
|
|
"successRate": 0.12975076591868842,
|
|
"wilsonLowerBound": 0.12557179195088558
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 86985,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11234120825429672,
|
|
"wilsonLowerBound": 0.11025972003957622
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 46037,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5542,
|
|
"successRate": 0.12038143232617243,
|
|
"wilsonLowerBound": 0.11744051021205047
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 46341,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3651,
|
|
"successRate": 0.07878552469735224,
|
|
"wilsonLowerBound": 0.07636740929145361
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 93432,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23248,
|
|
"successRate": 0.2488226731740731,
|
|
"wilsonLowerBound": 0.24606083867856768
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5541,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 583,
|
|
"successRate": 0.10521566504241112,
|
|
"wilsonLowerBound": 0.09740827986195134
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112851,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16530,
|
|
"successRate": 0.14647632719249276,
|
|
"wilsonLowerBound": 0.14442538191045942
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 82,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.012195121951219513,
|
|
"wilsonLowerBound": 0.00215593657096515
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 23261,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3974,
|
|
"successRate": 0.1708439018098964,
|
|
"wilsonLowerBound": 0.16606152929530157
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43616,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5671,
|
|
"successRate": 0.13002109317681584,
|
|
"wilsonLowerBound": 0.126897230679313
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7975,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 750,
|
|
"successRate": 0.09404388714733543,
|
|
"wilsonLowerBound": 0.08783157071892225
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 34183,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6738,
|
|
"successRate": 0.1971155252610947,
|
|
"wilsonLowerBound": 0.19293232687761447
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61475,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12420,
|
|
"successRate": 0.20203334688897925,
|
|
"wilsonLowerBound": 0.19887798272010887
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 15129,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4286,
|
|
"successRate": 0.2832969793112565,
|
|
"wilsonLowerBound": 0.2761724090972478
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15263,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3731,
|
|
"successRate": 0.24444735635196227,
|
|
"wilsonLowerBound": 0.23769415043311748
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67444,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18587,
|
|
"successRate": 0.2755916019215942,
|
|
"wilsonLowerBound": 0.2722322877665179
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 886,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 534,
|
|
"successRate": 0.6027088036117382,
|
|
"wilsonLowerBound": 0.5701103371955785
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48309,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21663,
|
|
"successRate": 0.44842575917530897,
|
|
"wilsonLowerBound": 0.44399507857655196
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39578,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4721,
|
|
"successRate": 0.11928344029511345,
|
|
"wilsonLowerBound": 0.1161270495099897
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1046,
|
|
"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": 10084,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 761,
|
|
"successRate": 0.07546608488694963,
|
|
"wilsonLowerBound": 0.07047062725034904
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7210,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3163,
|
|
"successRate": 0.43869625520110955,
|
|
"wilsonLowerBound": 0.4272775835628879
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7418,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 244,
|
|
"successRate": 0.03289296306282017,
|
|
"wilsonLowerBound": 0.02906975976550122
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17792,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5297,
|
|
"successRate": 0.29771807553956836,
|
|
"wilsonLowerBound": 0.2910433659606777
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28223,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14419,
|
|
"successRate": 0.5108953690252631,
|
|
"wilsonLowerBound": 0.5050622313343661
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67025,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7129,
|
|
"successRate": 0.1063632972771354,
|
|
"wilsonLowerBound": 0.10405174453479521
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13594,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2232,
|
|
"successRate": 0.1641900838605267,
|
|
"wilsonLowerBound": 0.15805767080328725
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-11T05:00:38.280392+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 994.2958579881656,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.1203241410116513,
|
|
"queueFactor": 0.946283404778312,
|
|
"queueWeight": 0.946283404778312,
|
|
"recentSuccess": 43,
|
|
"recentSuccessRate": 0.25443786982248523,
|
|
"recentTerminal": 169,
|
|
"recentWilsonLowerBound": 0.19473390011088013,
|
|
"running": 8,
|
|
"selectionWeight": 1.0601441426118432,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.166666666666668,
|
|
"waiting": 28006
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1180.6153846153845,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.0846383462476354,
|
|
"queueFactor": 0.9222152565224201,
|
|
"queueWeight": 0.9222152565224201,
|
|
"recentSuccess": 51,
|
|
"recentSuccessRate": 0.3269230769230769,
|
|
"recentTerminal": 156,
|
|
"recentWilsonLowerBound": 0.2582418204721954,
|
|
"running": 8,
|
|
"selectionWeight": 1.9224852872412368,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.0,
|
|
"waiting": 30696
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 119.82127659574469,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.36138770472697457,
|
|
"queueFactor": 1.2997758905522219,
|
|
"queueWeight": 1.2997758905522219,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.1574468085106383,
|
|
"recentTerminal": 235,
|
|
"recentWilsonLowerBound": 0.11643710950661768,
|
|
"running": 8,
|
|
"selectionWeight": 0.4697230257461268,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 39.166666666666664,
|
|
"waiting": 4693
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 740.7518796992481,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.2225111806598867,
|
|
"queueFactor": 0.9890031026092875,
|
|
"queueWeight": 0.9890031026092875,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.14285714285714285,
|
|
"recentTerminal": 133,
|
|
"recentWilsonLowerBound": 0.09340160831673865,
|
|
"running": 7,
|
|
"selectionWeight": 0.22006424803788363,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 22.166666666666668,
|
|
"waiting": 16420
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 325.390243902439,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.6525970625636526,
|
|
"queueFactor": 1.118891280057383,
|
|
"queueWeight": 1.118891280057383,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.2073170731707317,
|
|
"recentTerminal": 164,
|
|
"recentWilsonLowerBound": 0.15232121293449272,
|
|
"running": 7,
|
|
"selectionWeight": 0.7301851626935333,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.333333333333332,
|
|
"waiting": 8894
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 62.98295454545455,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.019886363636363636,
|
|
"recentTerminal": 352,
|
|
"recentWilsonLowerBound": 0.009665495945948226,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 58.666666666666664,
|
|
"waiting": 3695
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 90.13186813186813,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.24710673002063477,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 57,
|
|
"recentSuccessRate": 0.12527472527472527,
|
|
"recentTerminal": 455,
|
|
"recentWilsonLowerBound": 0.09796051340136834,
|
|
"running": 11,
|
|
"selectionWeight": 0.3212387490268252,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 75.83333333333333,
|
|
"waiting": 6835
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2213.1428571428573,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.6592476627596499,
|
|
"queueFactor": 0.8392612105583672,
|
|
"queueWeight": 0.8392612105583672,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.2619047619047619,
|
|
"recentTerminal": 42,
|
|
"recentWilsonLowerBound": 0.15302485372603591,
|
|
"running": 2,
|
|
"selectionWeight": 0.553280991505438,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.0,
|
|
"waiting": 15492
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 256.40999999999997,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.22812301797043869,
|
|
"queueFactor": 1.159600314730412,
|
|
"queueWeight": 1.159600314730412,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.135,
|
|
"recentTerminal": 200,
|
|
"recentWilsonLowerBound": 0.09446507976920289,
|
|
"running": 8,
|
|
"selectionWeight": 0.26453152343577213,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 33.333333333333336,
|
|
"waiting": 8547
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 457.5217391304348,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.6949175873302362,
|
|
"queueFactor": 1.0631310641518286,
|
|
"queueWeight": 1.0631310641518286,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.21739130434782608,
|
|
"recentTerminal": 138,
|
|
"recentWilsonLowerBound": 0.15673432266168497,
|
|
"running": 4,
|
|
"selectionWeight": 0.7387884741162153,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.0,
|
|
"waiting": 10523
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1999.6285714285716,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.8521306142039481,
|
|
"queueWeight": 0.8521306142039481,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.38571428571428573,
|
|
"recentTerminal": 70,
|
|
"recentWilsonLowerBound": 0.28047517785454174,
|
|
"running": 4,
|
|
"selectionWeight": 2.1303265355098704,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.666666666666666,
|
|
"waiting": 23329
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1293.7037037037037,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.11234126888906765,
|
|
"queueFactor": 0.909647950037798,
|
|
"queueWeight": 0.909647950037798,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.12345679012345678,
|
|
"recentTerminal": 81,
|
|
"recentWilsonLowerBound": 0.06846042262503366,
|
|
"running": 2,
|
|
"selectionWeight": 0.10219100494958544,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 13.5,
|
|
"waiting": 17465
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 635.4657534246576,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.236577765072043,
|
|
"queueFactor": 1.0120098645085613,
|
|
"queueWeight": 1.0120098645085613,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.14383561643835616,
|
|
"recentTerminal": 146,
|
|
"recentWilsonLowerBound": 0.09604069695750718,
|
|
"running": 16,
|
|
"selectionWeight": 0.2394190319762965,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 24.333333333333332,
|
|
"waiting": 15463
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 834.9931034482759,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.6211982189015554,
|
|
"queueFactor": 0.9713956069550723,
|
|
"queueWeight": 0.9713956069550723,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.20689655172413793,
|
|
"recentTerminal": 145,
|
|
"recentWilsonLowerBound": 0.14894514037451861,
|
|
"running": 6,
|
|
"selectionWeight": 0.6034292208892862,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 24.166666666666668,
|
|
"waiting": 20179
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-11T04:58:21.347743+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-11T04:58:21.347743+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
|
|
}
|