782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-11T06:13:57.369562+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-11T06:13:57.369562+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": "2026-10-11T06:15:45.847354+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 944.0898876404494,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.5303036144465951,
|
|
"queueFactor": 0.9561910772086859,
|
|
"queueWeight": 0.9561910772086859,
|
|
"recentSuccess": 48,
|
|
"recentSuccessRate": 0.2696629213483146,
|
|
"recentTerminal": 178,
|
|
"recentWilsonLowerBound": 0.2098424798382824,
|
|
"running": 8,
|
|
"selectionWeight": 1.4632626615540354,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.666666666666668,
|
|
"waiting": 28008
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1136.6296296296296,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.10614772410425,
|
|
"queueFactor": 0.9299376745570455,
|
|
"queueWeight": 0.9299376745570455,
|
|
"recentSuccess": 50,
|
|
"recentSuccessRate": 0.30864197530864196,
|
|
"recentTerminal": 162,
|
|
"recentWilsonLowerBound": 0.24262970310893917,
|
|
"running": 8,
|
|
"selectionWeight": 1.95858611682712,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.0,
|
|
"waiting": 30689
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 116.25619834710743,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.5768221649215601,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 43,
|
|
"recentSuccessRate": 0.17768595041322313,
|
|
"recentTerminal": 242,
|
|
"recentWilsonLowerBound": 0.1346747847288569,
|
|
"running": 8,
|
|
"selectionWeight": 0.7498688143980282,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 40.333333333333336,
|
|
"waiting": 4689
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 821.05,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.32505774929561715,
|
|
"queueFactor": 0.9764303001276613,
|
|
"queueWeight": 0.9764303001276613,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.15833333333333333,
|
|
"recentTerminal": 120,
|
|
"recentWilsonLowerBound": 0.10376896007675634,
|
|
"running": 7,
|
|
"selectionWeight": 0.31739623570354153,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 20.0,
|
|
"waiting": 16421
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 299.29213483146066,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.6285023470145606,
|
|
"queueFactor": 1.1360106241445345,
|
|
"queueWeight": 1.1360106241445345,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.19101123595505617,
|
|
"recentTerminal": 178,
|
|
"recentWilsonLowerBound": 0.14003123202458667,
|
|
"running": 7,
|
|
"selectionWeight": 0.7139853435083158,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 29.666666666666668,
|
|
"waiting": 8879
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 62.91525423728814,
|
|
"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": 0.03672316384180791,
|
|
"recentTerminal": 354,
|
|
"recentWilsonLowerBound": 0.021584511593467953,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 59.0,
|
|
"waiting": 3712
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 124.41818181818182,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.4010930086182887,
|
|
"queueFactor": 1.2958779822928823,
|
|
"queueWeight": 1.2958779822928823,
|
|
"recentSuccess": 49,
|
|
"recentSuccessRate": 0.1484848484848485,
|
|
"recentTerminal": 330,
|
|
"recentWilsonLowerBound": 0.1141722211064511,
|
|
"running": 20,
|
|
"selectionWeight": 0.5197675987200496,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 55.0,
|
|
"waiting": 6843
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2065.4666666666667,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.5910225983228412,
|
|
"queueFactor": 0.8502447520186285,
|
|
"queueWeight": 0.8502447520186285,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.3333333333333333,
|
|
"recentTerminal": 45,
|
|
"recentWilsonLowerBound": 0.21358692207276764,
|
|
"running": 2,
|
|
"selectionWeight": 1.352758614567038,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.5,
|
|
"waiting": 15491
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 249.8048780487805,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.18313502296170528,
|
|
"queueFactor": 1.1672302960802217,
|
|
"queueWeight": 1.1672302960802217,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.11707317073170732,
|
|
"recentTerminal": 205,
|
|
"recentWilsonLowerBound": 0.07994654210580536,
|
|
"running": 8,
|
|
"selectionWeight": 0.21376074707424944,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 34.166666666666664,
|
|
"waiting": 8535
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 432.3287671232877,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.8397945102526222,
|
|
"queueFactor": 1.0750398630710496,
|
|
"queueWeight": 1.0750398630710496,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.2191780821917808,
|
|
"recentTerminal": 146,
|
|
"recentWilsonLowerBound": 0.1597484989176162,
|
|
"running": 4,
|
|
"selectionWeight": 0.9028125753097981,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.333333333333332,
|
|
"waiting": 10520
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2152.984615384615,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.8449685596256501,
|
|
"queueWeight": 0.8449685596256501,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.36923076923076925,
|
|
"recentTerminal": 65,
|
|
"recentWilsonLowerBound": 0.26229222189067253,
|
|
"running": 4,
|
|
"selectionWeight": 2.112421399064125,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 10.833333333333334,
|
|
"waiting": 23324
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1343.3076923076924,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.14171960783187704,
|
|
"queueFactor": 0.9069228901249573,
|
|
"queueWeight": 0.9069228901249573,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.1282051282051282,
|
|
"recentTerminal": 78,
|
|
"recentWilsonLowerBound": 0.0711524611999346,
|
|
"running": 2,
|
|
"selectionWeight": 0.12852875632226146,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 13.0,
|
|
"waiting": 17463
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 579.6374999999999,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.3949411626153767,
|
|
"queueFactor": 1.0287816691769025,
|
|
"queueWeight": 1.0287816691769025,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.1625,
|
|
"recentTerminal": 160,
|
|
"recentWilsonLowerBound": 0.11337289235114446,
|
|
"running": 16,
|
|
"selectionWeight": 0.40630822850211373,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 26.666666666666668,
|
|
"waiting": 15457
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 859.1489361702128,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.5805649868804192,
|
|
"queueFactor": 0.9698094688609062,
|
|
"queueWeight": 0.9698094688609062,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.19148936170212766,
|
|
"recentTerminal": 141,
|
|
"recentWilsonLowerBound": 0.1350712947551214,
|
|
"running": 6,
|
|
"selectionWeight": 0.5630374215657384,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 23.5,
|
|
"waiting": 20190
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-11T06:06:39.676440+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-11T06:06:39.676440+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
|
|
}
|