791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-20T22:15:56.378844+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-20T22:15:56.378844+00:00",
|
|
"frameworkAttemptedAt": "2026-10-20T20:08:32.969065+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43678,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21971,
|
|
"successRate": 0.5030221163972709,
|
|
"wilsonLowerBound": 0.4983329862159572
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58209,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15538,
|
|
"successRate": 0.266934666460513,
|
|
"wilsonLowerBound": 0.263356490459571
|
|
},
|
|
"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": 5320,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1694,
|
|
"successRate": 0.31842105263157894,
|
|
"wilsonLowerBound": 0.30603720887566893
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38659,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18491,
|
|
"successRate": 0.47831035463928195,
|
|
"wilsonLowerBound": 0.4733331875861323
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40611,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11105,
|
|
"successRate": 0.27344808056930386,
|
|
"wilsonLowerBound": 0.26913450264155847
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14260,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5907,
|
|
"successRate": 0.4142356241234222,
|
|
"wilsonLowerBound": 0.40617475073509
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64281,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.1882049128047168,
|
|
"wilsonLowerBound": 0.1852018635945276
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 35226,
|
|
"officialConfigError": "malformed_command_argv",
|
|
"officialConfigValid": false,
|
|
"successCount": 7439,
|
|
"successRate": 0.21117924260489412,
|
|
"wilsonLowerBound": 0.2069486001763793
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8375,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 117,
|
|
"successRate": 0.013970149253731343,
|
|
"wilsonLowerBound": 0.011670028653921883
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26785,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3290,
|
|
"successRate": 0.12282994213179019,
|
|
"wilsonLowerBound": 0.11895292811990585
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16522,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10144050357099625,
|
|
"wilsonLowerBound": 0.09692908882989518
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 17506,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6748,
|
|
"successRate": 0.3854678395978522,
|
|
"wilsonLowerBound": 0.3782838188654973
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24826,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3809,
|
|
"successRate": 0.1534278578909208,
|
|
"wilsonLowerBound": 0.14899831829398716
|
|
},
|
|
"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": 55372,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13923,
|
|
"successRate": 0.2514447735317489,
|
|
"wilsonLowerBound": 0.24784846654291304
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25350,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3240,
|
|
"successRate": 0.12781065088757396,
|
|
"wilsonLowerBound": 0.12375683511241971
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87129,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.1121555394874267,
|
|
"wilsonLowerBound": 0.1100772803468428
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 49343,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5678,
|
|
"successRate": 0.1150720466935533,
|
|
"wilsonLowerBound": 0.11228629035943191
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 51897,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3799,
|
|
"successRate": 0.07320268994354201,
|
|
"wilsonLowerBound": 0.07099314614315393
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 95001,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23948,
|
|
"successRate": 0.25208155703624174,
|
|
"wilsonLowerBound": 0.24933047173924247
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 149,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5681,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 590,
|
|
"successRate": 0.10385495511353635,
|
|
"wilsonLowerBound": 0.0961876547107571
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112916,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16539,
|
|
"successRate": 0.14647171348613128,
|
|
"wilsonLowerBound": 0.1444213822004383
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 312,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.003205128205128205,
|
|
"wilsonLowerBound": 0.0005659935005814385
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25758,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4165,
|
|
"successRate": 0.16169733674974765,
|
|
"wilsonLowerBound": 0.15725157202754883
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44345,
|
|
"officialConfigError": "malformed_command_argv",
|
|
"officialConfigValid": false,
|
|
"successCount": 5725,
|
|
"successRate": 0.12910136430262714,
|
|
"wilsonLowerBound": 0.1260125398618818
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8484,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 819,
|
|
"successRate": 0.09653465346534654,
|
|
"wilsonLowerBound": 0.09043178607638488
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35654,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7178,
|
|
"successRate": 0.20132383463286027,
|
|
"wilsonLowerBound": 0.1971937977849855
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61564,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12430,
|
|
"successRate": 0.20190370996036644,
|
|
"wilsonLowerBound": 0.1987513820878397
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18448,
|
|
"officialConfigError": "malformed_command_argv",
|
|
"officialConfigValid": false,
|
|
"successCount": 5225,
|
|
"successRate": 0.2832285342584562,
|
|
"wilsonLowerBound": 0.27677228548306715
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16233,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3922,
|
|
"successRate": 0.24160660383170085,
|
|
"wilsonLowerBound": 0.23508319539833225
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69611,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19140,
|
|
"successRate": 0.27495654422433236,
|
|
"wilsonLowerBound": 0.27165214033418317
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1691,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1003,
|
|
"successRate": 0.5931401537551745,
|
|
"wilsonLowerBound": 0.5695401120805187
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48618,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.44695380311818667,
|
|
"wilsonLowerBound": 0.4425387034033916
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41172,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5227,
|
|
"successRate": 0.1269552122801904,
|
|
"wilsonLowerBound": 0.12377410707993114
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1237,
|
|
"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": 7810,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3437,
|
|
"successRate": 0.4400768245838668,
|
|
"wilsonLowerBound": 0.42909966970815916
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7432,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.032965554359526375,
|
|
"wilsonLowerBound": 0.029141391688609655
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19717,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5606,
|
|
"successRate": 0.2843231728964853,
|
|
"wilsonLowerBound": 0.2780691444040593
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29109,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14901,
|
|
"successRate": 0.5119035349891786,
|
|
"wilsonLowerBound": 0.5061599973558071
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68470,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7398,
|
|
"successRate": 0.10804731999415802,
|
|
"wilsonLowerBound": 0.10574394521690597
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14312,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2552,
|
|
"successRate": 0.17831190609278927,
|
|
"wilsonLowerBound": 0.1721272926624207
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-20T22:20:23.162057+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 931.4098360655738,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.5477522466900806,
|
|
"queueFactor": 1.0233523291813147,
|
|
"queueWeight": 1.0233523291813147,
|
|
"recentSuccess": 53,
|
|
"recentSuccessRate": 0.2896174863387978,
|
|
"recentTerminal": 183,
|
|
"recentWilsonLowerBound": 0.2287598291705828,
|
|
"running": 9,
|
|
"selectionWeight": 1.5838958666459066,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 30.5,
|
|
"waiting": 28408
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1441.941176470588,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9584162614540392,
|
|
"queueWeight": 0.9584162614540392,
|
|
"recentSuccess": 49,
|
|
"recentSuccessRate": 0.3602941176470588,
|
|
"recentTerminal": 136,
|
|
"recentWilsonLowerBound": 0.2844681556350323,
|
|
"running": 9,
|
|
"selectionWeight": 2.396040653635098,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.666666666666668,
|
|
"waiting": 32684
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 141.49253731343285,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.19793856166000132,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.12935323383084577,
|
|
"recentTerminal": 201,
|
|
"recentWilsonLowerBound": 0.0898241115673677,
|
|
"running": 9,
|
|
"selectionWeight": 0.2573201301580017,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 33.5,
|
|
"waiting": 4740
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1241.3181818181818,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.2354579937511262,
|
|
"queueFactor": 0.9801980582869556,
|
|
"queueWeight": 0.9801980582869556,
|
|
"recentSuccess": 14,
|
|
"recentSuccessRate": 0.1590909090909091,
|
|
"recentTerminal": 88,
|
|
"recentWilsonLowerBound": 0.09719813761632919,
|
|
"running": 7,
|
|
"selectionWeight": 0.23079546828299602,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 14.666666666666666,
|
|
"waiting": 18206
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 413.1666666666667,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.26810823471424294,
|
|
"queueFactor": 1.1560523846989272,
|
|
"queueWeight": 1.1560523846989272,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.1527777777777778,
|
|
"recentTerminal": 144,
|
|
"recentWilsonLowerBound": 0.10310810700831431,
|
|
"running": 8,
|
|
"selectionWeight": 0.3099471640988203,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 24.0,
|
|
"waiting": 9916
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 64.90090090090091,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 4,
|
|
"recentSuccessRate": 0.012012012012012012,
|
|
"recentTerminal": 333,
|
|
"recentWilsonLowerBound": 0.004680805606828262,
|
|
"running": 27,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 55.5,
|
|
"waiting": 3602
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 283.6744186046511,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.2231318616103413,
|
|
"queueWeight": 1.2231318616103413,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.046511627906976744,
|
|
"recentTerminal": 172,
|
|
"recentWilsonLowerBound": 0.023753540562369304,
|
|
"running": 3,
|
|
"selectionWeight": 0.06115659308051707,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 28.666666666666668,
|
|
"waiting": 8132
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2159.6,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.30272895195102206,
|
|
"queueFactor": 0.9020701407099093,
|
|
"queueWeight": 0.9020701407099093,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.2,
|
|
"recentTerminal": 45,
|
|
"recentWilsonLowerBound": 0.10896004402509006,
|
|
"running": 2,
|
|
"selectionWeight": 0.27308274828342183,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 7.5,
|
|
"waiting": 16197
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 432.8120300751879,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.24791518610330476,
|
|
"queueFactor": 1.1480251618761879,
|
|
"queueWeight": 1.1480251618761879,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.15037593984962405,
|
|
"recentTerminal": 133,
|
|
"recentWilsonLowerBound": 0.09950274822949,
|
|
"running": 8,
|
|
"selectionWeight": 0.2846128716578117,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 22.166666666666668,
|
|
"waiting": 9594
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 640.4181818181819,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.5553381385634168,
|
|
"queueFactor": 1.0824971394148875,
|
|
"queueWeight": 1.0824971394148875,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.20909090909090908,
|
|
"recentTerminal": 110,
|
|
"recentWilsonLowerBound": 0.1435626967427802,
|
|
"running": 4,
|
|
"selectionWeight": 0.6011519464028872,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 18.333333333333332,
|
|
"waiting": 11741
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2158.1917808219177,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.522666455065603,
|
|
"queueFactor": 0.9021584062907396,
|
|
"queueWeight": 0.9021584062907396,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.2191780821917808,
|
|
"recentTerminal": 73,
|
|
"recentWilsonLowerBound": 0.13966002654277956,
|
|
"running": 4,
|
|
"selectionWeight": 0.47152793612361493,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 12.166666666666666,
|
|
"waiting": 26258
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2322.75,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.07725860244365687,
|
|
"queueFactor": 0.8922692680003272,
|
|
"queueWeight": 0.8922692680003272,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.125,
|
|
"recentTerminal": 48,
|
|
"recentWilsonLowerBound": 0.05856971750400843,
|
|
"running": 2,
|
|
"selectionWeight": 0.06893547664913001,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 8.0,
|
|
"waiting": 18582
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1611.7391304347825,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9425449976788433,
|
|
"queueWeight": 0.9425449976788433,
|
|
"recentSuccess": 5,
|
|
"recentSuccessRate": 0.07246376811594203,
|
|
"recentTerminal": 69,
|
|
"recentWilsonLowerBound": 0.031347309217669046,
|
|
"running": 16,
|
|
"selectionWeight": 0.047127249883942166,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 11.5,
|
|
"waiting": 18535
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1293.2631578947369,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.7113154278167693,
|
|
"queueFactor": 0.974189107793852,
|
|
"queueWeight": 0.974189107793852,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.22807017543859648,
|
|
"recentTerminal": 114,
|
|
"recentWilsonLowerBound": 0.16065986333040763,
|
|
"running": 7,
|
|
"selectionWeight": 0.6929557419848206,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.0,
|
|
"waiting": 24572
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-20T22:11:31.727736+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-20T22:11:31.727736+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
|
|
}
|