791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-18T15:29:37.774949+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-18T15:29:37.774949+00:00",
|
|
"frameworkAttemptedAt": "2026-10-18T12:40:45.561428+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43343,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21738,
|
|
"successRate": 0.5015342731236878,
|
|
"wilsonLowerBound": 0.4968271251889966
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 57896,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15501,
|
|
"successRate": 0.2677387038828244,
|
|
"wilsonLowerBound": 0.26414741464736957
|
|
},
|
|
"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": 5043,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1580,
|
|
"successRate": 0.31330557208011106,
|
|
"wilsonLowerBound": 0.3006497782973864
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38206,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18194,
|
|
"successRate": 0.47620792545673457,
|
|
"wilsonLowerBound": 0.471202525603045
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40428,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11098,
|
|
"successRate": 0.2745127139606213,
|
|
"wilsonLowerBound": 0.27018407380598886
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 13847,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5755,
|
|
"successRate": 0.4156134902867047,
|
|
"wilsonLowerBound": 0.4074293239967146
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64257,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.18827520737040324,
|
|
"wilsonLowerBound": 0.18527116325048892
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 33760,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7226,
|
|
"successRate": 0.21404028436018957,
|
|
"wilsonLowerBound": 0.2096976995541605
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8232,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 115,
|
|
"successRate": 0.013969873663751214,
|
|
"wilsonLowerBound": 0.011651665591901311
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26752,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3288,
|
|
"successRate": 0.1229066985645933,
|
|
"wilsonLowerBound": 0.11902625993997691
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16518,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10146506841021916,
|
|
"wilsonLowerBound": 0.09695261863545855
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 16980,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6604,
|
|
"successRate": 0.3889281507656066,
|
|
"wilsonLowerBound": 0.38162129069242506
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24810,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3808,
|
|
"successRate": 0.15348649738008868,
|
|
"wilsonLowerBound": 0.14905483657347962
|
|
},
|
|
"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": 54351,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13675,
|
|
"successRate": 0.251605306250115,
|
|
"wilsonLowerBound": 0.24797475770461666
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25086,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3178,
|
|
"successRate": 0.12668420633022404,
|
|
"wilsonLowerBound": 0.12262517165142583
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87105,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11218644165088112,
|
|
"wilsonLowerBound": 0.11010764502263687
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 48748,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5655,
|
|
"successRate": 0.11600475916960695,
|
|
"wilsonLowerBound": 0.11319220637457254
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 50512,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3784,
|
|
"successRate": 0.07491289198606271,
|
|
"wilsonLowerBound": 0.07264930842438354
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94773,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23858,
|
|
"successRate": 0.25173836430206914,
|
|
"wilsonLowerBound": 0.24898524647532747
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 112,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5659,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 590,
|
|
"successRate": 0.10425870295105143,
|
|
"wilsonLowerBound": 0.09656313278158477
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112904,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16538,
|
|
"successRate": 0.1464784241479487,
|
|
"wilsonLowerBound": 0.14442794518106644
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 269,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.0037174721189591076,
|
|
"wilsonLowerBound": 0.0006565099089014066
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25202,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4139,
|
|
"successRate": 0.16423299738116023,
|
|
"wilsonLowerBound": 0.15971007327045078
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44244,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5714,
|
|
"successRate": 0.1291474550221499,
|
|
"wilsonLowerBound": 0.12605466472171992
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8415,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 813,
|
|
"successRate": 0.0966131907308378,
|
|
"wilsonLowerBound": 0.09048376796547958
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35301,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7078,
|
|
"successRate": 0.20050423500750686,
|
|
"wilsonLowerBound": 0.19636023215693457
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61547,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12429,
|
|
"successRate": 0.20194323037678522,
|
|
"wilsonLowerBound": 0.19879023548054822
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17805,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5036,
|
|
"successRate": 0.28284189834316203,
|
|
"wilsonLowerBound": 0.27627376346219423
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16025,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3867,
|
|
"successRate": 0.24131045241809673,
|
|
"wilsonLowerBound": 0.2347480887179905
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69217,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19038,
|
|
"successRate": 0.27504803733186933,
|
|
"wilsonLowerBound": 0.27173392932361323
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1466,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 867,
|
|
"successRate": 0.5914051841746248,
|
|
"wilsonLowerBound": 0.5660341493926214
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48566,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.44743236008730386,
|
|
"wilsonLowerBound": 0.4430144099519477
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40809,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5112,
|
|
"successRate": 0.12526648533411747,
|
|
"wilsonLowerBound": 0.12209002686885441
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1189,
|
|
"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": 10105,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 765,
|
|
"successRate": 0.07570509648688768,
|
|
"wilsonLowerBound": 0.07070710236143048
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7679,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3374,
|
|
"successRate": 0.43938012762078393,
|
|
"wilsonLowerBound": 0.4283122733667606
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7429,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.03297886660384978,
|
|
"wilsonLowerBound": 0.029153181447422398
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19305,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5553,
|
|
"successRate": 0.28764568764568765,
|
|
"wilsonLowerBound": 0.28130288480295373
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28917,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14804,
|
|
"successRate": 0.5119479890721721,
|
|
"wilsonLowerBound": 0.506185418939555
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68154,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7347,
|
|
"successRate": 0.10779998239281627,
|
|
"wilsonLowerBound": 0.10549368486704223
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14126,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2487,
|
|
"successRate": 0.17605833215347585,
|
|
"wilsonLowerBound": 0.16986572511788003
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-18T15:29:37.774949+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1126.2739726027398,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 1.020774024205843,
|
|
"queueWeight": 1.020774024205843,
|
|
"recentSuccess": 58,
|
|
"recentSuccessRate": 0.3972602739726027,
|
|
"recentTerminal": 146,
|
|
"recentWilsonLowerBound": 0.3214994215435278,
|
|
"running": 8,
|
|
"selectionWeight": 2.5519350605146074,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.333333333333332,
|
|
"waiting": 27406
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1488.984375,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.972744950552829,
|
|
"queueFactor": 0.9789098445972577,
|
|
"queueWeight": 0.9789098445972577,
|
|
"recentSuccess": 47,
|
|
"recentSuccessRate": 0.3671875,
|
|
"recentTerminal": 128,
|
|
"recentWilsonLowerBound": 0.28868321179914996,
|
|
"running": 8,
|
|
"selectionWeight": 1.9311394529756947,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.333333333333332,
|
|
"waiting": 31765
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 136.02941176470588,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.17785289357467032,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.13725490196078433,
|
|
"recentTerminal": 204,
|
|
"recentWilsonLowerBound": 0.0966978862269105,
|
|
"running": 9,
|
|
"selectionWeight": 0.23120876164707144,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 34.0,
|
|
"waiting": 4625
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1808.3389830508474,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.6506866206940886,
|
|
"queueFactor": 0.9507892011385538,
|
|
"queueWeight": 0.9507892011385538,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.2711864406779661,
|
|
"recentTerminal": 59,
|
|
"recentWilsonLowerBound": 0.17436824992508337,
|
|
"running": 7,
|
|
"selectionWeight": 0.6186658122812776,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 9.833333333333334,
|
|
"waiting": 17782
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 431.38235294117646,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.2941812206109216,
|
|
"queueFactor": 1.1788182774424067,
|
|
"queueWeight": 1.1788182774424067,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.17647058823529413,
|
|
"recentTerminal": 136,
|
|
"recentWilsonLowerBound": 0.1215513292836418,
|
|
"running": 8,
|
|
"selectionWeight": 0.34678619973647123,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.666666666666668,
|
|
"waiting": 9778
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 104.78048780487805,
|
|
"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": 0.03414634146341464,
|
|
"recentTerminal": 205,
|
|
"recentWilsonLowerBound": 0.016636899864866765,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 34.166666666666664,
|
|
"waiting": 3580
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 381.9669421487603,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.2674905734461798,
|
|
"queueFactor": 1.2005281572232016,
|
|
"queueWeight": 1.2005281572232016,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.17355371900826447,
|
|
"recentTerminal": 121,
|
|
"recentWilsonLowerBound": 0.11640832689272315,
|
|
"running": 2,
|
|
"selectionWeight": 0.32112996521391973,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.166666666666668,
|
|
"waiting": 7703
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2593.459459459459,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.655002633761771,
|
|
"queueFactor": 0.900729315346419,
|
|
"queueWeight": 0.900729315346419,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.2972972972972973,
|
|
"recentTerminal": 37,
|
|
"recentWilsonLowerBound": 0.174893023464082,
|
|
"running": 3,
|
|
"selectionWeight": 0.5899800738583413,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.166666666666667,
|
|
"waiting": 15993
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 434.3636363636364,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.4743588101101208,
|
|
"queueFactor": 1.1776010876626006,
|
|
"queueWeight": 1.1776010876626006,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.21212121212121213,
|
|
"recentTerminal": 132,
|
|
"recentWilsonLowerBound": 0.15103384183382562,
|
|
"running": 9,
|
|
"selectionWeight": 0.5586054507280153,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.0,
|
|
"waiting": 9556
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 673.8823529411765,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.7003414320741763,
|
|
"queueFactor": 1.1025254027428844,
|
|
"queueWeight": 1.1025254027428844,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.2549019607843137,
|
|
"recentTerminal": 102,
|
|
"recentWilsonLowerBound": 0.1802954037747794,
|
|
"running": 5,
|
|
"selectionWeight": 0.7721442194551096,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.0,
|
|
"waiting": 11456
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1898.7073170731708,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.3625491082978599,
|
|
"queueFactor": 0.9438598524519243,
|
|
"queueWeight": 0.9438598524519243,
|
|
"recentSuccess": 17,
|
|
"recentSuccessRate": 0.2073170731707317,
|
|
"recentTerminal": 82,
|
|
"recentWilsonLowerBound": 0.13366280607539824,
|
|
"running": 4,
|
|
"selectionWeight": 0.3421955478645948,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.666666666666666,
|
|
"waiting": 25949
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2697.0731707317073,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.2861438048045029,
|
|
"queueFactor": 0.8954519938764961,
|
|
"queueWeight": 0.8954519938764961,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.21951219512195122,
|
|
"recentTerminal": 41,
|
|
"recentWilsonLowerBound": 0.12003040155386345,
|
|
"running": 2,
|
|
"selectionWeight": 0.256228040547599,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.833333333333333,
|
|
"waiting": 18430
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1617.0967741935483,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9668649471344278,
|
|
"queueWeight": 0.9668649471344278,
|
|
"recentSuccess": 2,
|
|
"recentSuccessRate": 0.03225806451612903,
|
|
"recentTerminal": 62,
|
|
"recentWilsonLowerBound": 0.008891184997076395,
|
|
"running": 17,
|
|
"selectionWeight": 0.048343247356721394,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 10.333333333333334,
|
|
"waiting": 16710
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1457.2040816326532,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.3777154066883871,
|
|
"queueFactor": 0.982082925140721,
|
|
"queueWeight": 0.982082925140721,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.20408163265306123,
|
|
"recentTerminal": 98,
|
|
"recentWilsonLowerBound": 0.1361759801787412,
|
|
"running": 9,
|
|
"selectionWeight": 0.37094785147124826,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.333333333333332,
|
|
"waiting": 23801
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-18T15:29:37.774949+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-18T15:29:37.774949+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
|
|
}
|