791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-23T20:58:19.356804+00:00",
|
|
"communityError": "ModelHubAPIError: 分页大小不能超过100",
|
|
"communitySample": {},
|
|
"communityUpdatedAt": null,
|
|
"frameworkAttemptedAt": "2026-10-23T15:31:30.260498+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 44021,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 22196,
|
|
"successRate": 0.50421389791236,
|
|
"wilsonLowerBound": 0.4995430476778716
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58655,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15640,
|
|
"successRate": 0.2666439348734123,
|
|
"wilsonLowerBound": 0.2630805892136339
|
|
},
|
|
"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": 5654,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1822,
|
|
"successRate": 0.3222497347010966,
|
|
"wilsonLowerBound": 0.31019222374171046
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 39103,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18812,
|
|
"successRate": 0.4810884075390635,
|
|
"wilsonLowerBound": 0.47613817147833576
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40932,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11206,
|
|
"successRate": 0.27377113261018277,
|
|
"wilsonLowerBound": 0.2694727977069746
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14708,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6057,
|
|
"successRate": 0.41181669839543106,
|
|
"wilsonLowerBound": 0.4038866937542483
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64318,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12100,
|
|
"successRate": 0.18812774029043192,
|
|
"wilsonLowerBound": 0.1851260300131263
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 36809,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7703,
|
|
"successRate": 0.20926947213996577,
|
|
"wilsonLowerBound": 0.20514419761238945
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8468,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 117,
|
|
"successRate": 0.013816721776098252,
|
|
"wilsonLowerBound": 0.011541727897213815
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26824,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3294,
|
|
"successRate": 0.12280047718461079,
|
|
"wilsonLowerBound": 0.11892665277892703
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16526,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10141595062326032,
|
|
"wilsonLowerBound": 0.09690557044342328
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 18046,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6924,
|
|
"successRate": 0.3836861354316746,
|
|
"wilsonLowerBound": 0.37661656650623476
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24849,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3811,
|
|
"successRate": 0.1533663326492012,
|
|
"wilsonLowerBound": 0.14893956372198655
|
|
},
|
|
"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": 56533,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14180,
|
|
"successRate": 0.2508269506306051,
|
|
"wilsonLowerBound": 0.24727054977296978
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 26130,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3398,
|
|
"successRate": 0.1300420972062763,
|
|
"wilsonLowerBound": 0.12601813309890217
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87134,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9775,
|
|
"successRate": 0.11218353340831363,
|
|
"wilsonLowerBound": 0.11010510375972507
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 50482,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5775,
|
|
"successRate": 0.11439721088704885,
|
|
"wilsonLowerBound": 0.11164989227105618
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 53096,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3872,
|
|
"successRate": 0.07292451408769023,
|
|
"wilsonLowerBound": 0.07074361005177465
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 95331,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 24119,
|
|
"successRate": 0.25300269587017865,
|
|
"wilsonLowerBound": 0.25025299148263563
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 156,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5729,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 595,
|
|
"successRate": 0.10385756676557864,
|
|
"wilsonLowerBound": 0.09622126213963975
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112956,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16543,
|
|
"successRate": 0.14645525691419667,
|
|
"wilsonLowerBound": 0.14440538307843054
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 338,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.0029585798816568047,
|
|
"wilsonLowerBound": 0.0005224396059251147
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 26395,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4250,
|
|
"successRate": 0.1610153438151165,
|
|
"wilsonLowerBound": 0.15663061757386154
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44685,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5813,
|
|
"successRate": 0.13008839655365334,
|
|
"wilsonLowerBound": 0.12700104771302057
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8592,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 841,
|
|
"successRate": 0.09788175046554935,
|
|
"wilsonLowerBound": 0.09177694271435638
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 36074,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7303,
|
|
"successRate": 0.2024449742196596,
|
|
"wilsonLowerBound": 0.1983301520785217
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61593,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12431,
|
|
"successRate": 0.20182488269770915,
|
|
"wilsonLowerBound": 0.19867375988306904
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19435,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5498,
|
|
"successRate": 0.2828916902495498,
|
|
"wilsonLowerBound": 0.27660270680538607
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16507,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3987,
|
|
"successRate": 0.24153389471133457,
|
|
"wilsonLowerBound": 0.2350650270839455
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 70211,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19281,
|
|
"successRate": 0.2746150888037487,
|
|
"wilsonLowerBound": 0.27132607366840544
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1968,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1129,
|
|
"successRate": 0.5736788617886179,
|
|
"wilsonLowerBound": 0.5517063955885856
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48790,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21834,
|
|
"successRate": 0.4475097356015577,
|
|
"wilsonLowerBound": 0.4431018498293186
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41615,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5348,
|
|
"successRate": 0.12851135407905803,
|
|
"wilsonLowerBound": 0.125330226452069
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1298,
|
|
"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": 10117,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 766,
|
|
"successRate": 0.07571414450924187,
|
|
"wilsonLowerBound": 0.07071873575009961
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7992,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3513,
|
|
"successRate": 0.43956456456456455,
|
|
"wilsonLowerBound": 0.42871433318587915
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7445,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 247,
|
|
"successRate": 0.03317662860980524,
|
|
"wilsonLowerBound": 0.02934300967033281
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 20738,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5885,
|
|
"successRate": 0.2837785707397049,
|
|
"wilsonLowerBound": 0.2776830442624833
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29331,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15042,
|
|
"successRate": 0.512836248337936,
|
|
"wilsonLowerBound": 0.507114632827973
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68911,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7487,
|
|
"successRate": 0.10864738575844204,
|
|
"wilsonLowerBound": 0.10634564484240684
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14527,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2635,
|
|
"successRate": 0.18138638397466786,
|
|
"wilsonLowerBound": 0.17520459795031915
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-23T21:00:07.166349+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1256.9323308270675,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 10,
|
|
"qualityFactor": 2.0456614450366137,
|
|
"queueFactor": 0.948436908242611,
|
|
"queueWeight": 0.948436908242611,
|
|
"recentSuccess": 54,
|
|
"recentSuccessRate": 0.40601503759398494,
|
|
"recentTerminal": 133,
|
|
"recentWilsonLowerBound": 0.32632903795153656,
|
|
"running": 11,
|
|
"selectionWeight": 1.9401808162416379,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.166666666666668,
|
|
"waiting": 27862
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1307.798657718121,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 10,
|
|
"qualityFactor": 1.0418223784852054,
|
|
"queueFactor": 0.9428098206084187,
|
|
"queueWeight": 0.9428098206084187,
|
|
"recentSuccess": 46,
|
|
"recentSuccessRate": 0.3087248322147651,
|
|
"recentTerminal": 149,
|
|
"recentWilsonLowerBound": 0.24013512243960525,
|
|
"running": 10,
|
|
"selectionWeight": 0.9822403697654726,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.833333333333332,
|
|
"waiting": 32477
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 351.7894736842105,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 10,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.1480552916381477,
|
|
"queueWeight": 1.1480552916381477,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.07894736842105263,
|
|
"recentTerminal": 76,
|
|
"recentWilsonLowerBound": 0.03668350552145427,
|
|
"running": 11,
|
|
"selectionWeight": 0.057402764581907385,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 12.666666666666666,
|
|
"waiting": 4456
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1045.0384615384617,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.22726246133724293,
|
|
"queueFactor": 0.9750690903616488,
|
|
"queueWeight": 0.9750690903616488,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.18269230769230768,
|
|
"recentTerminal": 104,
|
|
"recentWilsonLowerBound": 0.12019329509173257,
|
|
"running": 7,
|
|
"selectionWeight": 0.22159660144945484,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.333333333333332,
|
|
"waiting": 18114
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 500.73214285714283,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.2522674892736568,
|
|
"queueFactor": 1.0888408606491278,
|
|
"queueWeight": 1.0888408606491278,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.1875,
|
|
"recentTerminal": 112,
|
|
"recentWilsonLowerBound": 0.12603362094830625,
|
|
"running": 7,
|
|
"selectionWeight": 0.27467915013452304,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.666666666666668,
|
|
"waiting": 9347
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 83.43137254901961,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.0784313725490196,
|
|
"recentTerminal": 306,
|
|
"recentWilsonLowerBound": 0.05326926811335862,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 51.0,
|
|
"waiting": 4255
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 301.62264150943395,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.2026944388792975,
|
|
"queueFactor": 1.174858707080808,
|
|
"queueWeight": 1.174858707080808,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.16352201257861634,
|
|
"recentTerminal": 159,
|
|
"recentWilsonLowerBound": 0.11410265608365246,
|
|
"running": 4,
|
|
"selectionWeight": 0.23813732639420135,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.5,
|
|
"waiting": 7993
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2409.75,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.0619001598656332,
|
|
"queueFactor": 0.8602197954947945,
|
|
"queueWeight": 0.8602197954947945,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.375,
|
|
"recentTerminal": 40,
|
|
"recentWilsonLowerBound": 0.24222773535791722,
|
|
"running": 2,
|
|
"selectionWeight": 0.9134675383555046,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.666666666666667,
|
|
"waiting": 16065
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 363.59183673469386,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.17444787083598343,
|
|
"queueFactor": 1.142386631188576,
|
|
"queueWeight": 1.142386631188576,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.1564625850340136,
|
|
"recentTerminal": 147,
|
|
"recentWilsonLowerBound": 0.1065786528822837,
|
|
"running": 9,
|
|
"selectionWeight": 0.19928691548233893,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.5,
|
|
"waiting": 8908
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 721.2631578947368,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.3665946774732845,
|
|
"queueFactor": 1.030839777119153,
|
|
"queueWeight": 1.030839777119153,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.22105263157894736,
|
|
"recentTerminal": 95,
|
|
"recentWilsonLowerBound": 0.14937242983925722,
|
|
"running": 4,
|
|
"selectionWeight": 0.3779003756196284,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.833333333333334,
|
|
"waiting": 11420
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1973.7749999999999,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.8863608884600214,
|
|
"queueWeight": 0.8863608884600214,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.4625,
|
|
"recentTerminal": 80,
|
|
"recentWilsonLowerBound": 0.3574781238878701,
|
|
"running": 4,
|
|
"selectionWeight": 2.2159022211500536,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.333333333333334,
|
|
"waiting": 26317
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 3114.1666666666665,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.8277590791584498,
|
|
"queueWeight": 0.8277590791584498,
|
|
"recentSuccess": 3,
|
|
"recentSuccessRate": 0.08333333333333333,
|
|
"recentTerminal": 36,
|
|
"recentWilsonLowerBound": 0.028748089271291792,
|
|
"running": 2,
|
|
"selectionWeight": 0.041387953957922496,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 6.0,
|
|
"waiting": 18685
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 665.1533742331288,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.7133012085474126,
|
|
"queueFactor": 1.0434387498414257,
|
|
"queueWeight": 1.0434387498414257,
|
|
"recentSuccess": 43,
|
|
"recentSuccessRate": 0.26380368098159507,
|
|
"recentTerminal": 163,
|
|
"recentWilsonLowerBound": 0.2021499036743762,
|
|
"running": 17,
|
|
"selectionWeight": 0.7442861213070903,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.166666666666668,
|
|
"waiting": 18070
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1427.7115384615386,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 1.0823639693447915,
|
|
"queueFactor": 0.9304845369634005,
|
|
"queueWeight": 0.9304845369634005,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.3269230769230769,
|
|
"recentTerminal": 104,
|
|
"recentWilsonLowerBound": 0.24433849092767745,
|
|
"running": 7,
|
|
"selectionWeight": 1.0071229368416565,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.333333333333332,
|
|
"waiting": 24747
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-23T20:51:16.980159+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-23T20:51:16.980159+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_bi-150",
|
|
"hygon_k100-ai",
|
|
"MetaX_c-500",
|
|
"Sunrise_pt-200-x1",
|
|
"Ascend_910-b4",
|
|
"Ascend_910-b3",
|
|
"Biren_166m",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|