791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-20T12:33:17.470968+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-20T12:33:17.470968+00:00",
|
|
"frameworkAttemptedAt": "2026-10-20T07:57:10.386720+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43594,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21905,
|
|
"successRate": 0.5024774051474974,
|
|
"wilsonLowerBound": 0.4977837794871516
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58110,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15528,
|
|
"successRate": 0.2672173464119773,
|
|
"wilsonLowerBound": 0.2636349083755761
|
|
},
|
|
"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": 5240,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1668,
|
|
"successRate": 0.3183206106870229,
|
|
"wilsonLowerBound": 0.30584478599580284
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38558,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18422,
|
|
"successRate": 0.4777737434514238,
|
|
"wilsonLowerBound": 0.47279035433492694
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40577,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11103,
|
|
"successRate": 0.2736279172930478,
|
|
"wilsonLowerBound": 0.2693116358157703
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14176,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5879,
|
|
"successRate": 0.4147150112866817,
|
|
"wilsonLowerBound": 0.40662886620145167
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64274,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.18822540996359335,
|
|
"wilsonLowerBound": 0.1852220706377938
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 34971,
|
|
"officialConfigError": "malformed_command_argv",
|
|
"officialConfigValid": false,
|
|
"successCount": 7395,
|
|
"successRate": 0.21146092476623488,
|
|
"wilsonLowerBound": 0.2072128836173685
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8353,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 117,
|
|
"successRate": 0.014006943613073147,
|
|
"wilsonLowerBound": 0.011700797670113302
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26777,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3289,
|
|
"successRate": 0.12282929379691526,
|
|
"wilsonLowerBound": 0.11895171773684075
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16521,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10144664366563767,
|
|
"wilsonLowerBound": 0.09693497021042136
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 17380,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6718,
|
|
"successRate": 0.38653624856156504,
|
|
"wilsonLowerBound": 0.3793223760831352
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24822,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3808,
|
|
"successRate": 0.15341229554427524,
|
|
"wilsonLowerBound": 0.1489825919159369
|
|
},
|
|
"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": 55134,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13866,
|
|
"successRate": 0.2514963543367069,
|
|
"wilsonLowerBound": 0.2478920809282839
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25288,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3226,
|
|
"successRate": 0.12757038911736793,
|
|
"wilsonLowerBound": 0.12351501478873476
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87128,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11215682673767331,
|
|
"wilsonLowerBound": 0.11007854520728315
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 49201,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5676,
|
|
"successRate": 0.1153635088717709,
|
|
"wilsonLowerBound": 0.11257065256504843
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 51549,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3793,
|
|
"successRate": 0.07358047682787251,
|
|
"wilsonLowerBound": 0.07135823103086937
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94984,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23937,
|
|
"successRate": 0.2520108649877874,
|
|
"wilsonLowerBound": 0.2492597939968285
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 147,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5670,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 590,
|
|
"successRate": 0.10405643738977072,
|
|
"wilsonLowerBound": 0.09637502798783361
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112915,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16539,
|
|
"successRate": 0.14647301067174423,
|
|
"wilsonLowerBound": 0.14442266275144017
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 306,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.0032679738562091504,
|
|
"wilsonLowerBound": 0.0005770958987967146
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25597,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4159,
|
|
"successRate": 0.16247997812243622,
|
|
"wilsonLowerBound": 0.15801150682536302
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44316,
|
|
"officialConfigError": "malformed_command_argv",
|
|
"officialConfigValid": false,
|
|
"successCount": 5724,
|
|
"successRate": 0.12916328188464662,
|
|
"wilsonLowerBound": 0.12607281465007533
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8474,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 818,
|
|
"successRate": 0.09653056407835733,
|
|
"wilsonLowerBound": 0.09042432372145644
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35582,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7154,
|
|
"successRate": 0.20105671406891124,
|
|
"wilsonLowerBound": 0.19692463078195643
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61560,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12430,
|
|
"successRate": 0.20191682910981157,
|
|
"wilsonLowerBound": 0.19876432166302546
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18297,
|
|
"officialConfigError": "malformed_command_argv",
|
|
"officialConfigValid": false,
|
|
"successCount": 5180,
|
|
"successRate": 0.2831065201945674,
|
|
"wilsonLowerBound": 0.2766247524029927
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16199,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3917,
|
|
"successRate": 0.2418050496944256,
|
|
"wilsonLowerBound": 0.23527297399389346
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69517,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19117,
|
|
"successRate": 0.274997482630148,
|
|
"wilsonLowerBound": 0.27169069827907044
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1637,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 972,
|
|
"successRate": 0.5937690897984117,
|
|
"wilsonLowerBound": 0.5697846235309668
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48606,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.44706414845903797,
|
|
"wilsonLowerBound": 0.442648391066665
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41092,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5196,
|
|
"successRate": 0.1264479704078653,
|
|
"wilsonLowerBound": 0.1232693542566166
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1224,
|
|
"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": 7782,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3425,
|
|
"successRate": 0.44011822153687996,
|
|
"wilsonLowerBound": 0.4291212675054163
|
|
}
|
|
},
|
|
"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": 19622,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5592,
|
|
"successRate": 0.28498623993476707,
|
|
"wilsonLowerBound": 0.2787126384430646
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29068,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14879,
|
|
"successRate": 0.5118687216182743,
|
|
"wilsonLowerBound": 0.5061211293352341
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68396,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7387,
|
|
"successRate": 0.10800339201122873,
|
|
"wilsonLowerBound": 0.10569920150954822
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14275,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2533,
|
|
"successRate": 0.1774430823117338,
|
|
"wilsonLowerBound": 0.1712628051078255
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-20T12:37:23.177857+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1819.4042553191491,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.117198184226921,
|
|
"queueFactor": 0.9664736568121112,
|
|
"queueWeight": 0.9664736568121112,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.2765957446808511,
|
|
"recentTerminal": 94,
|
|
"recentWilsonLowerBound": 0.19629891934748106,
|
|
"running": 8,
|
|
"selectionWeight": 1.079742614493643,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.666666666666666,
|
|
"waiting": 28504
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1346.178082191781,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 1.0111463641564498,
|
|
"queueWeight": 1.0111463641564498,
|
|
"recentSuccess": 52,
|
|
"recentSuccessRate": 0.3561643835616438,
|
|
"recentTerminal": 146,
|
|
"recentWilsonLowerBound": 0.2830885849907313,
|
|
"running": 9,
|
|
"selectionWeight": 2.5278659103911245,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.333333333333332,
|
|
"waiting": 32757
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 106.90298507462687,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.06754752047411575,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.08208955223880597,
|
|
"recentTerminal": 268,
|
|
"recentWilsonLowerBound": 0.0548333542845439,
|
|
"running": 8,
|
|
"selectionWeight": 0.08781177661635048,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 44.666666666666664,
|
|
"waiting": 4775
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1708.5,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.49045664488368884,
|
|
"queueFactor": 0.9756345115485904,
|
|
"queueWeight": 0.9756345115485904,
|
|
"recentSuccess": 14,
|
|
"recentSuccessRate": 0.21875,
|
|
"recentTerminal": 64,
|
|
"recentWilsonLowerBound": 0.13502197461349752,
|
|
"running": 7,
|
|
"selectionWeight": 0.4785064291668582,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 10.666666666666666,
|
|
"waiting": 18224
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 520.8,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.7794426183531056,
|
|
"queueFactor": 1.165946855625924,
|
|
"queueWeight": 1.165946855625924,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.23478260869565218,
|
|
"recentTerminal": 115,
|
|
"recentWilsonLowerBound": 0.16666772679875813,
|
|
"running": 7,
|
|
"selectionWeight": 0.9087886700096406,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.166666666666668,
|
|
"waiting": 9982
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 78.29166666666667,
|
|
"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": 0.013888888888888888,
|
|
"recentTerminal": 288,
|
|
"recentWilsonLowerBound": 0.005413932945500996,
|
|
"running": 26,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 48.0,
|
|
"waiting": 3758
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 234.2019230769231,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.04326923076923077,
|
|
"recentTerminal": 208,
|
|
"recentWilsonLowerBound": 0.022928210873058096,
|
|
"running": 1,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 34.666666666666664,
|
|
"waiting": 8119
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2111.086956521739,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.2051622995280788,
|
|
"queueFactor": 0.9451559735742239,
|
|
"queueWeight": 0.9451559735742239,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.17391304347826086,
|
|
"recentTerminal": 46,
|
|
"recentWilsonLowerBound": 0.09085683568889252,
|
|
"running": 3,
|
|
"selectionWeight": 0.19391037295118785,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 7.666666666666667,
|
|
"waiting": 16185
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 585.6969696969697,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.8001055563900192,
|
|
"queueFactor": 1.1455879988075073,
|
|
"queueWeight": 1.1455879988075073,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.24242424242424243,
|
|
"recentTerminal": 99,
|
|
"recentWilsonLowerBound": 0.16866173936129494,
|
|
"running": 8,
|
|
"selectionWeight": 0.9165913231796093,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.5,
|
|
"waiting": 9664
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 1052.865671641791,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 1.1938947657651937,
|
|
"queueFactor": 1.0491158707970876,
|
|
"queueWeight": 1.0491158707970876,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.29850746268656714,
|
|
"recentTerminal": 67,
|
|
"recentWilsonLowerBound": 0.20231361154976887,
|
|
"running": 4,
|
|
"selectionWeight": 1.252533946825836,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.166666666666666,
|
|
"waiting": 11757
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 3502.133333333333,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.5509595886064068,
|
|
"queueFactor": 0.8760512232881005,
|
|
"queueWeight": 0.8760512232881005,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.24444444444444444,
|
|
"recentTerminal": 45,
|
|
"recentWilsonLowerBound": 0.14235335025509285,
|
|
"running": 4,
|
|
"selectionWeight": 0.48266882158095126,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 7.5,
|
|
"waiting": 26266
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 3715.2,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.12816749197724384,
|
|
"queueFactor": 0.8683245344655546,
|
|
"queueWeight": 0.8683245344655546,
|
|
"recentSuccess": 5,
|
|
"recentSuccessRate": 0.16666666666666666,
|
|
"recentTerminal": 30,
|
|
"recentWilsonLowerBound": 0.07336434240351682,
|
|
"running": 2,
|
|
"selectionWeight": 0.11129097780475795,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 5.0,
|
|
"waiting": 18576
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 2049.8888888888887,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.14267866541587143,
|
|
"queueFactor": 0.9493357890325418,
|
|
"queueWeight": 0.9493357890325418,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.14814814814814814,
|
|
"recentTerminal": 54,
|
|
"recentWilsonLowerBound": 0.07702971308229412,
|
|
"running": 16,
|
|
"selectionWeight": 0.13544996341068632,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 9.0,
|
|
"waiting": 18449
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1552.6736842105263,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.40197390811653144,
|
|
"queueFactor": 0.9897314551671528,
|
|
"queueWeight": 0.9897314551671528,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.18947368421052632,
|
|
"recentTerminal": 95,
|
|
"recentWilsonLowerBound": 0.12334753468178354,
|
|
"running": 6,
|
|
"selectionWeight": 0.39784622101940204,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 15.833333333333334,
|
|
"waiting": 24584
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-20T12:37:23.177857+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-20T12:37:23.177857+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
|
|
}
|