782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-10T22:42:07.770293+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-10T22:42:07.770293+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": "2026-10-10T22:44:31.762319+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 809.8846153846155,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.7171881011300194,
|
|
"queueFactor": 0.9217894253796961,
|
|
"queueWeight": 0.9217894253796961,
|
|
"recentSuccess": 51,
|
|
"recentSuccessRate": 0.24519230769230768,
|
|
"recentTerminal": 208,
|
|
"recentWilsonLowerBound": 0.19169661396194332,
|
|
"running": 8,
|
|
"selectionWeight": 0.6610964076297959,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 34.666666666666664,
|
|
"waiting": 28076
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 743.7096774193548,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.5062959224348453,
|
|
"queueFactor": 0.933651241690781,
|
|
"queueWeight": 0.933651241690781,
|
|
"recentSuccess": 52,
|
|
"recentSuccessRate": 0.20967741935483872,
|
|
"recentTerminal": 248,
|
|
"recentWilsonLowerBound": 0.163634226614076,
|
|
"running": 8,
|
|
"selectionWeight": 0.4727038166442727,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 41.333333333333336,
|
|
"waiting": 30740
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 34.86131386861314,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.038929440389294405,
|
|
"recentTerminal": 822,
|
|
"recentWilsonLowerBound": 0.02770859370407501,
|
|
"running": 8,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 137.0,
|
|
"waiting": 4776
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 580.9764705882353,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9688831708788975,
|
|
"queueWeight": 0.9688831708788975,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.07058823529411765,
|
|
"recentTerminal": 170,
|
|
"recentWilsonLowerBound": 0.04083701362587083,
|
|
"running": 7,
|
|
"selectionWeight": 0.048444158543944876,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 28.333333333333332,
|
|
"waiting": 16461
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 131.91154791154793,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.05231040462745637,
|
|
"queueFactor": 1.2101878030265916,
|
|
"queueWeight": 1.2101878030265916,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.08108108108108109,
|
|
"recentTerminal": 407,
|
|
"recentWilsonLowerBound": 0.05831439941310048,
|
|
"running": 8,
|
|
"selectionWeight": 0.06330541365153347,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 67.83333333333333,
|
|
"waiting": 8948
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 5.05593451568895,
|
|
"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": 0.0006821282401091405,
|
|
"recentTerminal": 4398,
|
|
"recentWilsonLowerBound": 0.00023200746785033362,
|
|
"running": 25,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 733.0,
|
|
"waiting": 3706
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 12.307369682444577,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 55,
|
|
"recentSuccessRate": 0.0164769322947873,
|
|
"recentTerminal": 3338,
|
|
"recentWilsonLowerBound": 0.012681000410026684,
|
|
"running": 5,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 556.3333333333334,
|
|
"waiting": 6847
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2267.268292682927,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.7500829591881936,
|
|
"queueFactor": 0.7898957131223779,
|
|
"queueWeight": 0.7898957131223779,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.3170731707317073,
|
|
"recentTerminal": 41,
|
|
"recentWilsonLowerBound": 0.19564433205311735,
|
|
"running": 2,
|
|
"selectionWeight": 0.5924873139489016,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.833333333333333,
|
|
"waiting": 15493
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 187.08695652173913,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.1483880576621346,
|
|
"queueWeight": 1.1483880576621346,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.06884057971014493,
|
|
"recentTerminal": 276,
|
|
"recentWilsonLowerBound": 0.04451040247523258,
|
|
"running": 8,
|
|
"selectionWeight": 0.057419402883106735,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 46.0,
|
|
"waiting": 8606
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 339.0802139037433,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.15908386490737664,
|
|
"queueFactor": 1.050388181852616,
|
|
"queueWeight": 1.050388181852616,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.13903743315508021,
|
|
"recentTerminal": 187,
|
|
"recentWilsonLowerBound": 0.0966804268172569,
|
|
"running": 5,
|
|
"selectionWeight": 0.16709981162214652,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 31.166666666666668,
|
|
"waiting": 10568
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1897.2972972972973,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.8112876891130986,
|
|
"queueWeight": 0.8112876891130986,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.44594594594594594,
|
|
"recentTerminal": 74,
|
|
"recentWilsonLowerBound": 0.33815638584551055,
|
|
"running": 4,
|
|
"selectionWeight": 2.0282192227827465,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.333333333333334,
|
|
"waiting": 23400
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 770.3382352941176,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9287374878112419,
|
|
"queueWeight": 0.9287374878112419,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.0661764705882353,
|
|
"recentTerminal": 136,
|
|
"recentWilsonLowerBound": 0.03520277178641907,
|
|
"running": 2,
|
|
"selectionWeight": 0.0464368743905621,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 22.666666666666668,
|
|
"waiting": 17461
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 360.1860465116279,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.09411905289511754,
|
|
"queueFactor": 1.0409171437896436,
|
|
"queueWeight": 1.0409171437896436,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.10852713178294573,
|
|
"recentTerminal": 258,
|
|
"recentWilsonLowerBound": 0.07615975981398548,
|
|
"running": 16,
|
|
"selectionWeight": 0.09797013571577214,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 43.0,
|
|
"waiting": 15488
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 662.688524590164,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.3123650659387329,
|
|
"queueFactor": 0.9499456896771932,
|
|
"queueWeight": 0.9499456896771932,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.18032786885245902,
|
|
"recentTerminal": 183,
|
|
"recentWilsonLowerBound": 0.131382308387537,
|
|
"running": 6,
|
|
"selectionWeight": 0.2967298479942316,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 30.5,
|
|
"waiting": 20212
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-10T22:42:07.770293+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-10T22:42:07.770293+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
|
|
}
|