782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-10T23:13:27.865739+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-10T23:13:27.865739+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": "2026-10-10T23:19:06.377773+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 829.6256157635468,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.6203819550707399,
|
|
"queueFactor": 0.9162461898824757,
|
|
"queueWeight": 0.9162461898824757,
|
|
"recentSuccess": 46,
|
|
"recentSuccessRate": 0.22660098522167488,
|
|
"recentTerminal": 203,
|
|
"recentWilsonLowerBound": 0.17440135080028984,
|
|
"running": 8,
|
|
"selectionWeight": 0.5684226026054067,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 33.833333333333336,
|
|
"waiting": 28069
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 749.6341463414634,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.6041969707581687,
|
|
"queueFactor": 0.9302873179511528,
|
|
"queueWeight": 0.9302873179511528,
|
|
"recentSuccess": 54,
|
|
"recentSuccessRate": 0.21951219512195122,
|
|
"recentTerminal": 246,
|
|
"recentWilsonLowerBound": 0.1723182929416873,
|
|
"running": 8,
|
|
"selectionWeight": 0.5620767794408279,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 41.0,
|
|
"waiting": 30735
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 34.937728937728934,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 35,
|
|
"recentSuccessRate": 0.042735042735042736,
|
|
"recentTerminal": 819,
|
|
"recentWilsonLowerBound": 0.030886020203662524,
|
|
"running": 8,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 136.5,
|
|
"waiting": 4769
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 551.5642458100559,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9741034662156675,
|
|
"queueWeight": 0.9741034662156675,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.0670391061452514,
|
|
"recentTerminal": 179,
|
|
"recentWilsonLowerBound": 0.03876136589053864,
|
|
"running": 7,
|
|
"selectionWeight": 0.048705173310783376,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 29.833333333333332,
|
|
"waiting": 16455
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 133.8703241895262,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.06219899790597679,
|
|
"queueFactor": 1.204597222235301,
|
|
"queueWeight": 1.204597222235301,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.08478802992518704,
|
|
"recentTerminal": 401,
|
|
"recentWilsonLowerBound": 0.06130775367189173,
|
|
"running": 7,
|
|
"selectionWeight": 0.07492474010335895,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 66.83333333333333,
|
|
"waiting": 8947
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 5.054060167382945,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 1,
|
|
"recentSuccessRate": 0.00022619316896629722,
|
|
"recentTerminal": 4421,
|
|
"recentWilsonLowerBound": 3.992873731691824e-05,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 736.8333333333334,
|
|
"waiting": 3724
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 11.972068664533023,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 58,
|
|
"recentSuccessRate": 0.016875181844631947,
|
|
"recentTerminal": 3437,
|
|
"recentWilsonLowerBound": 0.013077105188535342,
|
|
"running": 8,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 572.8333333333334,
|
|
"waiting": 6858
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2383.846153846154,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.7118970161167129,
|
|
"queueFactor": 0.782082865360061,
|
|
"queueWeight": 0.782082865360061,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.3076923076923077,
|
|
"recentTerminal": 39,
|
|
"recentWilsonLowerBound": 0.1856575344598306,
|
|
"running": 2,
|
|
"selectionWeight": 0.5567624582058364,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.5,
|
|
"waiting": 15495
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 192.73880597014926,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.1405100852947414,
|
|
"queueWeight": 1.1405100852947414,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.08208955223880597,
|
|
"recentTerminal": 268,
|
|
"recentWilsonLowerBound": 0.0548333542845439,
|
|
"running": 8,
|
|
"selectionWeight": 0.05702550426473707,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 44.666666666666664,
|
|
"waiting": 8609
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 328.4145077720207,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.15784767964501523,
|
|
"queueFactor": 1.0528855237133974,
|
|
"queueWeight": 1.0528855237133974,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.13471502590673576,
|
|
"recentTerminal": 193,
|
|
"recentWilsonLowerBound": 0.0936178151220198,
|
|
"running": 4,
|
|
"selectionWeight": 0.16619553684998642,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 32.166666666666664,
|
|
"waiting": 10564
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1846.5,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.8126286090336241,
|
|
"queueWeight": 0.8126286090336241,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.4342105263157895,
|
|
"recentTerminal": 76,
|
|
"recentWilsonLowerBound": 0.3286075248319959,
|
|
"running": 4,
|
|
"selectionWeight": 2.03157152258406,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.666666666666666,
|
|
"waiting": 23389
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 703.1275167785235,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9392677056757281,
|
|
"queueWeight": 0.9392677056757281,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.06040268456375839,
|
|
"recentTerminal": 149,
|
|
"recentWilsonLowerBound": 0.032099859851737626,
|
|
"running": 2,
|
|
"selectionWeight": 0.04696338528378641,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 24.833333333333332,
|
|
"waiting": 17461
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 374.5403225806451,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.0900943831488313,
|
|
"queueFactor": 1.0323327794012898,
|
|
"queueWeight": 1.0323327794012898,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.10483870967741936,
|
|
"recentTerminal": 248,
|
|
"recentWilsonLowerBound": 0.07255348538983517,
|
|
"running": 16,
|
|
"selectionWeight": 0.09300738496447773,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 41.333333333333336,
|
|
"waiting": 15481
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 638.1789473684211,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.28213376911259,
|
|
"queueFactor": 0.9530224551753904,
|
|
"queueWeight": 0.9530224551753904,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.16842105263157894,
|
|
"recentTerminal": 190,
|
|
"recentWilsonLowerBound": 0.12189967069977393,
|
|
"running": 6,
|
|
"selectionWeight": 0.26887981732756727,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 31.666666666666668,
|
|
"waiting": 20209
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-10T23:19:06.377773+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-10T23:19:06.377773+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
|
|
}
|