782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-10T21:51:20.666684+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-10T21:51:20.666684+00:00",
|
|
"frameworkAttemptedAt": "2026-10-10T19:31:00.372199+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 41993,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20811,
|
|
"successRate": 0.4955825970995166,
|
|
"wilsonLowerBound": 0.4908010976243119
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 56244,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15315,
|
|
"successRate": 0.27229571154256454,
|
|
"wilsonLowerBound": 0.2686324741464224
|
|
},
|
|
"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": 4265,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1286,
|
|
"successRate": 0.3015240328253224,
|
|
"wilsonLowerBound": 0.28793453545003606
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 36802,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17258,
|
|
"successRate": 0.468941905331232,
|
|
"wilsonLowerBound": 0.46384681256902305
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39673,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11001,
|
|
"successRate": 0.2772918609633756,
|
|
"wilsonLowerBound": 0.2729084560171081
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12581,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5280,
|
|
"successRate": 0.41968047055083063,
|
|
"wilsonLowerBound": 0.4110826132532868
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64212,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12096,
|
|
"successRate": 0.18837600448514297,
|
|
"wilsonLowerBound": 0.1853702870030237
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 29299,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6374,
|
|
"successRate": 0.21755008703368717,
|
|
"wilsonLowerBound": 0.21286297957780148
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7663,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 103,
|
|
"successRate": 0.0134412110139632,
|
|
"wilsonLowerBound": 0.011095828754960934
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26615,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3269,
|
|
"successRate": 0.12282547435656585,
|
|
"wilsonLowerBound": 0.11893633277092931
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16506,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10153883436326185,
|
|
"wilsonLowerBound": 0.09702327664993067
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 15432,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6103,
|
|
"successRate": 0.39547693105235876,
|
|
"wilsonLowerBound": 0.3877892858822315
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24719,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3806,
|
|
"successRate": 0.1539706298798495,
|
|
"wilsonLowerBound": 0.149525050548893
|
|
},
|
|
"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": 51310,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12915,
|
|
"successRate": 0.25170532060027284,
|
|
"wilsonLowerBound": 0.24796876462260703
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 24034,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3128,
|
|
"successRate": 0.13014895564616794,
|
|
"wilsonLowerBound": 0.12595410669495805
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 86984,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11234249977007266,
|
|
"wilsonLowerBound": 0.11026098909637326
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 45992,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5532,
|
|
"successRate": 0.12028178813706732,
|
|
"wilsonLowerBound": 0.11734051393974813
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 46237,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3649,
|
|
"successRate": 0.07891948007007375,
|
|
"wilsonLowerBound": 0.07649676691402224
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 93370,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23220,
|
|
"successRate": 0.2486880154225126,
|
|
"wilsonLowerBound": 0.24592577507550972
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5539,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 583,
|
|
"successRate": 0.10525365589456581,
|
|
"wilsonLowerBound": 0.09744359857623441
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112850,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16530,
|
|
"successRate": 0.14647762516614976,
|
|
"wilsonLowerBound": 0.14442666323498674
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 77,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.012987012987012988,
|
|
"wilsonLowerBound": 0.002296158172154949
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 23117,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3963,
|
|
"successRate": 0.17143227927499244,
|
|
"wilsonLowerBound": 0.16662848627433072
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43609,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5671,
|
|
"successRate": 0.13004196381480887,
|
|
"wilsonLowerBound": 0.1269176359492794
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7964,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 748,
|
|
"successRate": 0.09392265193370165,
|
|
"wilsonLowerBound": 0.08770993851573941
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 34153,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6725,
|
|
"successRate": 0.19690803150528505,
|
|
"wilsonLowerBound": 0.19272471067631872
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61473,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12420,
|
|
"successRate": 0.20203991996486262,
|
|
"wilsonLowerBound": 0.19888446580480795
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 15030,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4263,
|
|
"successRate": 0.2836327345309381,
|
|
"wilsonLowerBound": 0.27648226090785444
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15246,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3728,
|
|
"successRate": 0.2445231536140627,
|
|
"wilsonLowerBound": 0.23776548602558772
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67374,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18569,
|
|
"successRate": 0.2756107697331315,
|
|
"wilsonLowerBound": 0.2722496438464676
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 873,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 523,
|
|
"successRate": 0.5990836197021764,
|
|
"wilsonLowerBound": 0.5662077119559287
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48289,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21647,
|
|
"successRate": 0.448280146617242,
|
|
"wilsonLowerBound": 0.44384869594412296
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39541,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4715,
|
|
"successRate": 0.11924331706330138,
|
|
"wilsonLowerBound": 0.1160859354760342
|
|
},
|
|
"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": 10079,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 759,
|
|
"successRate": 0.07530508979065384,
|
|
"wilsonLowerBound": 0.07031354360689268
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7198,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3156,
|
|
"successRate": 0.4384551264240067,
|
|
"wilsonLowerBound": 0.42702779037823957
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7417,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 244,
|
|
"successRate": 0.03289739786975866,
|
|
"wilsonLowerBound": 0.0290736863623254
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17704,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5268,
|
|
"successRate": 0.2975598734749209,
|
|
"wilsonLowerBound": 0.2908697726093662
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28193,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14402,
|
|
"successRate": 0.5108360231263079,
|
|
"wilsonLowerBound": 0.5049997754212836
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 66999,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7123,
|
|
"successRate": 0.10631501962715861,
|
|
"wilsonLowerBound": 0.10400349230684869
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13576,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2221,
|
|
"successRate": 0.16359752504419564,
|
|
"wilsonLowerBound": 0.15747032413778128
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-10T21:51:20.666684+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 809.4519230769231,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.7506279884450759,
|
|
"queueFactor": 0.9220253618658851,
|
|
"queueWeight": 0.9220253618658851,
|
|
"recentSuccess": 48,
|
|
"recentSuccessRate": 0.23076923076923078,
|
|
"recentTerminal": 208,
|
|
"recentWilsonLowerBound": 0.17870468909413195,
|
|
"running": 9,
|
|
"selectionWeight": 0.6920980426727326,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 34.666666666666664,
|
|
"waiting": 28061
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 738.096,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.5498129346788605,
|
|
"queueFactor": 0.9348772648000583,
|
|
"queueWeight": 0.9348772648000583,
|
|
"recentSuccess": 50,
|
|
"recentSuccessRate": 0.2,
|
|
"recentTerminal": 250,
|
|
"recentWilsonLowerBound": 0.15512326880286578,
|
|
"running": 8,
|
|
"selectionWeight": 0.5140076125242662,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 41.666666666666664,
|
|
"waiting": 30754
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 35.37854500616523,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 35,
|
|
"recentSuccessRate": 0.04315659679408138,
|
|
"recentTerminal": 811,
|
|
"recentWilsonLowerBound": 0.031192277765906166,
|
|
"running": 9,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 135.16666666666666,
|
|
"waiting": 4782
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 587.9642857142857,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9673171420481953,
|
|
"queueWeight": 0.9673171420481953,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.05952380952380952,
|
|
"recentTerminal": 168,
|
|
"recentWilsonLowerBound": 0.03264975177257961,
|
|
"running": 7,
|
|
"selectionWeight": 0.048365857102409766,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 28.0,
|
|
"waiting": 16463
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 130.05326876513317,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.06184552241729092,
|
|
"queueFactor": 1.212979148481385,
|
|
"queueWeight": 1.212979148481385,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.07990314769975787,
|
|
"recentTerminal": 413,
|
|
"recentWilsonLowerBound": 0.05745869061022451,
|
|
"running": 7,
|
|
"selectionWeight": 0.07501732911911195,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 68.83333333333333,
|
|
"waiting": 8952
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 5.084491004327032,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 3,
|
|
"recentSuccessRate": 0.0006832156684126623,
|
|
"recentTerminal": 4391,
|
|
"recentWilsonLowerBound": 0.00023237736950549448,
|
|
"running": 25,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 731.8333333333334,
|
|
"waiting": 3721
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 12.812170133498913,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 54,
|
|
"recentSuccessRate": 0.016764979819931698,
|
|
"recentTerminal": 3221,
|
|
"recentWilsonLowerBound": 0.012872091198701231,
|
|
"running": 9,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 536.8333333333334,
|
|
"waiting": 6878
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2112.2727272727275,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.6169415402863339,
|
|
"queueFactor": 0.7984707792130692,
|
|
"queueWeight": 0.7984707792130692,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.2727272727272727,
|
|
"recentTerminal": 44,
|
|
"recentWilsonLowerBound": 0.16346223395491324,
|
|
"running": 2,
|
|
"selectionWeight": 0.4926097924013401,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.333333333333333,
|
|
"waiting": 15490
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 196.24334600760454,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.1403870714695896,
|
|
"queueWeight": 1.1403870714695896,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.060836501901140684,
|
|
"recentTerminal": 263,
|
|
"recentWilsonLowerBound": 0.0377901411664414,
|
|
"running": 9,
|
|
"selectionWeight": 0.05701935357347948,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 43.833333333333336,
|
|
"waiting": 8602
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 354.30167597765364,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.37004393810829345,
|
|
"queueFactor": 1.0436756356624004,
|
|
"queueWeight": 1.0436756356624004,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.1787709497206704,
|
|
"recentTerminal": 179,
|
|
"recentWilsonLowerBound": 0.12957241625579966,
|
|
"running": 4,
|
|
"selectionWeight": 0.3862058423281911,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 29.833333333333332,
|
|
"waiting": 10570
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1872.32,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.8130448713238722,
|
|
"queueWeight": 0.8130448713238722,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.41333333333333333,
|
|
"recentTerminal": 75,
|
|
"recentWilsonLowerBound": 0.30877553459149687,
|
|
"running": 6,
|
|
"selectionWeight": 2.03261217830968,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.5,
|
|
"waiting": 23404
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 895.3846153846154,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9081761277841447,
|
|
"queueWeight": 0.9081761277841447,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.08547008547008547,
|
|
"recentTerminal": 117,
|
|
"recentWilsonLowerBound": 0.04708697489506693,
|
|
"running": 2,
|
|
"selectionWeight": 0.04540880638920724,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 19.5,
|
|
"waiting": 17460
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 344.4888888888889,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.0944045964900739,
|
|
"queueFactor": 1.0480819539257873,
|
|
"queueWeight": 1.0480819539257873,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.1,
|
|
"recentTerminal": 270,
|
|
"recentWilsonLowerBound": 0.06963841073198153,
|
|
"running": 16,
|
|
"selectionWeight": 0.09894375394889218,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 45.0,
|
|
"waiting": 15502
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 688.8409090909091,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.5609434294777812,
|
|
"queueFactor": 0.9446124959659342,
|
|
"queueWeight": 0.9446124959659342,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.21022727272727273,
|
|
"recentTerminal": 176,
|
|
"recentWilsonLowerBound": 0.15654289553782377,
|
|
"running": 6,
|
|
"selectionWeight": 0.5298741730146979,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.333333333333332,
|
|
"waiting": 20206
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-10T21:47:46.059232+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-10T21:47:46.059232+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
|
|
}
|