791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-19T19:54:54.963052+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-19T19:54:54.963052+00:00",
|
|
"frameworkAttemptedAt": "2026-10-19T14:14:08.450933+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43499,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21839,
|
|
"successRate": 0.5020575185636451,
|
|
"wilsonLowerBound": 0.49735878975760417
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58023,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15513,
|
|
"successRate": 0.2673594953725247,
|
|
"wilsonLowerBound": 0.263773766681591
|
|
},
|
|
"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": 5146,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1631,
|
|
"successRate": 0.31694520015546057,
|
|
"wilsonLowerBound": 0.30437296647791007
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38426,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18340,
|
|
"successRate": 0.47728100765106957,
|
|
"wilsonLowerBound": 0.4722893420057006
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40509,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11101,
|
|
"successRate": 0.2740378681280703,
|
|
"wilsonLowerBound": 0.26971592032341624
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14038,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5824,
|
|
"successRate": 0.41487391366291493,
|
|
"wilsonLowerBound": 0.406747746939637
|
|
}
|
|
},
|
|
"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": 34353,
|
|
"officialConfigError": "malformed_command_argv",
|
|
"officialConfigValid": false,
|
|
"successCount": 7342,
|
|
"successRate": 0.21372223677699181,
|
|
"wilsonLowerBound": 0.20941939609900143
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8300,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 115,
|
|
"successRate": 0.013855421686746987,
|
|
"wilsonLowerBound": 0.011556105070564138
|
|
}
|
|
},
|
|
"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": 17233,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6677,
|
|
"successRate": 0.3874543027911565,
|
|
"wilsonLowerBound": 0.38020645782039325
|
|
}
|
|
},
|
|
"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": 54786,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13790,
|
|
"successRate": 0.2517066403825795,
|
|
"wilsonLowerBound": 0.24808997093290183
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25185,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3215,
|
|
"successRate": 0.12765535040698828,
|
|
"wilsonLowerBound": 0.12359062358624283
|
|
},
|
|
"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": 48990,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5666,
|
|
"successRate": 0.11565625637885282,
|
|
"wilsonLowerBound": 0.11285431587118507
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 51139,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3790,
|
|
"successRate": 0.07411173468390074,
|
|
"wilsonLowerBound": 0.07187318335710455
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94885,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23907,
|
|
"successRate": 0.251957632924066,
|
|
"wilsonLowerBound": 0.2492053280257805
|
|
},
|
|
"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": 112908,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16539,
|
|
"successRate": 0.14648209161441172,
|
|
"wilsonLowerBound": 0.14443162724436873
|
|
},
|
|
"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": 25385,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4153,
|
|
"successRate": 0.16360055150679534,
|
|
"wilsonLowerBound": 0.1591009320610104
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44293,
|
|
"officialConfigError": "malformed_command_argv",
|
|
"officialConfigValid": false,
|
|
"successCount": 5721,
|
|
"successRate": 0.12916262163321518,
|
|
"wilsonLowerBound": 0.1260713672948631
|
|
},
|
|
"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": 35472,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7124,
|
|
"successRate": 0.2008344609833108,
|
|
"wilsonLowerBound": 0.19669777606498962
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61555,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12430,
|
|
"successRate": 0.2019332304443181,
|
|
"wilsonLowerBound": 0.19878049850180526
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18095,
|
|
"officialConfigError": "malformed_command_argv",
|
|
"officialConfigValid": false,
|
|
"successCount": 5124,
|
|
"successRate": 0.2831721470019342,
|
|
"wilsonLowerBound": 0.2766540872265956
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16128,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3899,
|
|
"successRate": 0.2417534722222222,
|
|
"wilsonLowerBound": 0.23520766348298355
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69406,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19087,
|
|
"successRate": 0.27500504279168947,
|
|
"wilsonLowerBound": 0.27169559654759934
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1575,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 935,
|
|
"successRate": 0.5936507936507937,
|
|
"wilsonLowerBound": 0.5691947200689467
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48591,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.4472021567780042,
|
|
"wilsonLowerBound": 0.4427855771941597
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40986,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5164,
|
|
"successRate": 0.12599424193627093,
|
|
"wilsonLowerBound": 0.1228165487483543
|
|
},
|
|
"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": 6288,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030534351145038167,
|
|
"wilsonLowerBound": 0.02655998124483518
|
|
},
|
|
"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": 7747,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3409,
|
|
"successRate": 0.4400413063121208,
|
|
"wilsonLowerBound": 0.4290198624358576
|
|
}
|
|
},
|
|
"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": 19495,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5574,
|
|
"successRate": 0.28591946652987943,
|
|
"wilsonLowerBound": 0.27961919872974084
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29009,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14849,
|
|
"successRate": 0.5118756248060946,
|
|
"wilsonLowerBound": 0.5061221907667223
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68312,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7373,
|
|
"successRate": 0.10793125658742242,
|
|
"wilsonLowerBound": 0.10562635065142881
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14220,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2516,
|
|
"successRate": 0.1769338959212377,
|
|
"wilsonLowerBound": 0.17074905666537285
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-19T20:01:36.658270+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1545.6000000000001,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.4720013993986205,
|
|
"queueFactor": 0.9769274739369053,
|
|
"queueWeight": 0.9769274739369053,
|
|
"recentSuccess": 39,
|
|
"recentSuccessRate": 0.35454545454545455,
|
|
"recentTerminal": 110,
|
|
"recentWilsonLowerBound": 0.2714400375949107,
|
|
"running": 10,
|
|
"selectionWeight": 2.414966082682989,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.333333333333332,
|
|
"waiting": 28336
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1296.162162162162,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 1.0030624871218805,
|
|
"queueWeight": 1.0030624871218805,
|
|
"recentSuccess": 51,
|
|
"recentSuccessRate": 0.34459459459459457,
|
|
"recentTerminal": 148,
|
|
"recentWilsonLowerBound": 0.2728332041114695,
|
|
"running": 8,
|
|
"selectionWeight": 2.5076562178047013,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.666666666666668,
|
|
"waiting": 31972
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 150.8901098901099,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.24432648111280664,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.13736263736263737,
|
|
"recentTerminal": 182,
|
|
"recentWilsonLowerBound": 0.0948025877722224,
|
|
"running": 11,
|
|
"selectionWeight": 0.31762442544664865,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 30.333333333333332,
|
|
"waiting": 4577
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1349.55,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.5503094803226013,
|
|
"queueFactor": 0.9970077696837049,
|
|
"queueWeight": 0.9970077696837049,
|
|
"recentSuccess": 17,
|
|
"recentSuccessRate": 0.2125,
|
|
"recentTerminal": 80,
|
|
"recentWilsonLowerBound": 0.13712274217035492,
|
|
"running": 8,
|
|
"selectionWeight": 0.5486628276122354,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 13.333333333333334,
|
|
"waiting": 17994
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 471.5238095238095,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.39712974602791046,
|
|
"queueFactor": 1.1673506934211804,
|
|
"queueWeight": 1.1673506934211804,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.1746031746031746,
|
|
"recentTerminal": 126,
|
|
"recentWilsonLowerBound": 0.11822571654205201,
|
|
"running": 7,
|
|
"selectionWeight": 0.4635896844038585,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 21.0,
|
|
"waiting": 9902
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 73.45631067961165,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.02912621359223301,
|
|
"recentTerminal": 309,
|
|
"recentWilsonLowerBound": 0.015397443751561452,
|
|
"running": 25,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 51.5,
|
|
"waiting": 3783
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 279.69767441860466,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.24882651429591335,
|
|
"queueFactor": 1.2624772516996952,
|
|
"queueWeight": 1.2624772516996952,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.13953488372093023,
|
|
"recentTerminal": 172,
|
|
"recentWilsonLowerBound": 0.09559231341060953,
|
|
"running": 11,
|
|
"selectionWeight": 0.3141378139183196,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 28.666666666666668,
|
|
"waiting": 8018
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2706.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.7566938171306387,
|
|
"queueFactor": 0.8982096587655165,
|
|
"queueWeight": 0.8982096587655165,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.2777777777777778,
|
|
"recentTerminal": 36,
|
|
"recentWilsonLowerBound": 0.15848170025813796,
|
|
"running": 3,
|
|
"selectionWeight": 0.6796696952748871,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.0,
|
|
"waiting": 16236
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 834.9565217391304,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.5440051971036638,
|
|
"queueFactor": 1.071463325756562,
|
|
"queueWeight": 1.071463325756562,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.21739130434782608,
|
|
"recentTerminal": 69,
|
|
"recentWilsonLowerBound": 0.13640646957336042,
|
|
"running": 9,
|
|
"selectionWeight": 0.5828816177175457,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 11.5,
|
|
"waiting": 9602
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 786.7415730337078,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.3952513224265104,
|
|
"queueFactor": 1.0810656662782503,
|
|
"queueWeight": 1.0810656662782503,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.3595505617977528,
|
|
"recentTerminal": 89,
|
|
"recentWilsonLowerBound": 0.2675763432047396,
|
|
"running": 5,
|
|
"selectionWeight": 2.5894239667828756,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.833333333333334,
|
|
"waiting": 11670
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2012.2307692307693,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.2751822821151385,
|
|
"queueFactor": 0.9390208206814895,
|
|
"queueWeight": 0.9390208206814895,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.16666666666666666,
|
|
"recentTerminal": 78,
|
|
"recentWilsonLowerBound": 0.10006850973163445,
|
|
"running": 4,
|
|
"selectionWeight": 0.25840189238876254,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 13.0,
|
|
"waiting": 26159
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2531.1818181818185,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.16479899775399987,
|
|
"queueFactor": 0.9072529486680893,
|
|
"queueWeight": 0.9072529486680893,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.1590909090909091,
|
|
"recentTerminal": 44,
|
|
"recentWilsonLowerBound": 0.07926576557718397,
|
|
"running": 2,
|
|
"selectionWeight": 0.1495143766498622,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 7.333333333333333,
|
|
"waiting": 18562
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1624.2985074626868,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.06391885822436746,
|
|
"queueFactor": 0.9696768176464705,
|
|
"queueWeight": 0.9696768176464705,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.1044776119402985,
|
|
"recentTerminal": 67,
|
|
"recentWilsonLowerBound": 0.05153704291423213,
|
|
"running": 16,
|
|
"selectionWeight": 0.06198063503060057,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 11.166666666666666,
|
|
"waiting": 18138
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1497.7113402061855,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.9091758537775758,
|
|
"queueFactor": 0.9815505528213224,
|
|
"queueWeight": 0.9815505528213224,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.24742268041237114,
|
|
"recentTerminal": 97,
|
|
"recentWilsonLowerBound": 0.172273703017395,
|
|
"running": 6,
|
|
"selectionWeight": 0.8924020618871773,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.166666666666668,
|
|
"waiting": 24213
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-19T20:01:36.658270+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-19T20:01:36.658270+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
|
|
}
|