755 lines
24 KiB
JSON
755 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-09-10T16:05:38.351147+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-09-10T16:05:38.351147+00:00",
|
|
"frameworkAttemptedAt": "2026-09-10T15:27:32.924657+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38338,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18295,
|
|
"successRate": 0.47720277531430955,
|
|
"wilsonLowerBound": 0.47220543078048205
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 50568,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14328,
|
|
"successRate": 0.28334124347413386,
|
|
"wilsonLowerBound": 0.27943019786424367
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1789,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 449,
|
|
"successRate": 0.2509782001117943,
|
|
"wilsonLowerBound": 0.23143456102944407
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 31416,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13521,
|
|
"successRate": 0.43038579067990834,
|
|
"wilsonLowerBound": 0.42491943017841394
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 36525,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 10442,
|
|
"successRate": 0.285886379192334,
|
|
"wilsonLowerBound": 0.28127524230104706
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 6968,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3199,
|
|
"successRate": 0.4590987370838117,
|
|
"wilsonLowerBound": 0.4474237173995597
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 63793,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12060,
|
|
"successRate": 0.18904895521452197,
|
|
"wilsonLowerBound": 0.18602924981833124
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 13844,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2735,
|
|
"successRate": 0.19755850910141579,
|
|
"wilsonLowerBound": 0.1910102609114936
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 5151,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.007183071248301301,
|
|
"wilsonLowerBound": 0.005215910778690411
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 25961,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3187,
|
|
"successRate": 0.12276106467393398,
|
|
"wilsonLowerBound": 0.11882483798483397
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16452,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1672,
|
|
"successRate": 0.10162898127887186,
|
|
"wilsonLowerBound": 0.09710433315414777
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 9407,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4084,
|
|
"successRate": 0.43414478579781013,
|
|
"wilsonLowerBound": 0.4241575354389301
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24030,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3770,
|
|
"successRate": 0.15688722430295465,
|
|
"wilsonLowerBound": 0.1523436123834872
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 8066,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 544,
|
|
"successRate": 0.0674435903793702,
|
|
"wilsonLowerBound": 0.0621738174048722
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 39427,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9945,
|
|
"successRate": 0.25223831384584167,
|
|
"wilsonLowerBound": 0.24797566376420394
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 22915,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3026,
|
|
"successRate": 0.1320532402356535,
|
|
"wilsonLowerBound": 0.12773138638590842
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 86485,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9762,
|
|
"successRate": 0.11287506504018038,
|
|
"wilsonLowerBound": 0.11078323440993057
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 38614,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4738,
|
|
"successRate": 0.12270161081473041,
|
|
"wilsonLowerBound": 0.11946656975844437
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 26133,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3213,
|
|
"successRate": 0.12294799678567328,
|
|
"wilsonLowerBound": 0.11902193180839078
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 87397,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20307,
|
|
"successRate": 0.23235351327848783,
|
|
"wilsonLowerBound": 0.22956528173891405
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5054,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 562,
|
|
"successRate": 0.111199050257222,
|
|
"wilsonLowerBound": 0.10282517065480763
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112425,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16502,
|
|
"successRate": 0.14678229931065154,
|
|
"wilsonLowerBound": 0.14472569775049507
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 15613,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3188,
|
|
"successRate": 0.2041888170114648,
|
|
"wilsonLowerBound": 0.19793878702309592
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 42431,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5510,
|
|
"successRate": 0.12985788692229738,
|
|
"wilsonLowerBound": 0.12669288448244376
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 6025,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 469,
|
|
"successRate": 0.07784232365145229,
|
|
"wilsonLowerBound": 0.07134281712711635
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 198,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 36,
|
|
"successRate": 0.18181818181818182,
|
|
"wilsonLowerBound": 0.1343204258911728
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 29865,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5092,
|
|
"successRate": 0.17050058597019924,
|
|
"wilsonLowerBound": 0.16627776573653213
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 60733,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12376,
|
|
"successRate": 0.20377718867831326,
|
|
"wilsonLowerBound": 0.20059236750741152
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 5978,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1768,
|
|
"successRate": 0.29575108732017397,
|
|
"wilsonLowerBound": 0.28431600169064586
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 11706,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3073,
|
|
"successRate": 0.26251494959849647,
|
|
"wilsonLowerBound": 0.2546229223317426
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58155,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15830,
|
|
"successRate": 0.2722035938440375,
|
|
"wilsonLowerBound": 0.26860117980036025
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 45831,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19877,
|
|
"successRate": 0.43370207937858657,
|
|
"wilsonLowerBound": 0.42917055264073056
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35052,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2968,
|
|
"successRate": 0.08467419833390391,
|
|
"wilsonLowerBound": 0.08180502284967742
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 211,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6273,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030607364897178385,
|
|
"wilsonLowerBound": 0.02662361262856994
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 9997,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 728,
|
|
"successRate": 0.07282184655396619,
|
|
"wilsonLowerBound": 0.06789056951143375
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 5367,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2248,
|
|
"successRate": 0.4188559716787777,
|
|
"wilsonLowerBound": 0.4057188914791776
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7360,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 235,
|
|
"successRate": 0.03192934782608696,
|
|
"wilsonLowerBound": 0.02815049734326355
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 9857,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3390,
|
|
"successRate": 0.3439180277975043,
|
|
"wilsonLowerBound": 0.3346028962130698
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 25585,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12865,
|
|
"successRate": 0.5028336916161814,
|
|
"wilsonLowerBound": 0.4967070292687963
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 60431,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5864,
|
|
"successRate": 0.09703628932170574,
|
|
"wilsonLowerBound": 0.0947017509028485
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 12006,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1628,
|
|
"successRate": 0.13559886723305015,
|
|
"wilsonLowerBound": 0.1295911942318147
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-09-10T16:18:40.583952+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1029.0882352941176,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.4923325167703863,
|
|
"queueFactor": 0.9584230512325521,
|
|
"queueWeight": 0.9584230512325521,
|
|
"recentSuccess": 56,
|
|
"recentSuccessRate": 0.4117647058823529,
|
|
"recentTerminal": 136,
|
|
"recentWilsonLowerBound": 0.33258120745899433,
|
|
"running": 8,
|
|
"selectionWeight": 1.4302858841766273,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.666666666666668,
|
|
"waiting": 23326
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 984.7544910179641,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.1551396727198076,
|
|
"queueFactor": 0.9647747907192332,
|
|
"queueWeight": 0.9647747907192332,
|
|
"recentSuccess": 61,
|
|
"recentSuccessRate": 0.3652694610778443,
|
|
"recentTerminal": 167,
|
|
"recentWilsonLowerBound": 0.29603162816084305,
|
|
"running": 8,
|
|
"selectionWeight": 1.1144496359997358,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.833333333333332,
|
|
"waiting": 27409
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 138.81675392670158,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.236404617891528,
|
|
"queueFactor": 1.2943712552149436,
|
|
"queueWeight": 1.2943712552149436,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.193717277486911,
|
|
"recentTerminal": 191,
|
|
"recentWilsonLowerBound": 0.14393487941975228,
|
|
"running": 8,
|
|
"selectionWeight": 0.3059953419988662,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 31.833333333333332,
|
|
"waiting": 4419
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1009.4285714285714,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.1607410451345278,
|
|
"queueFactor": 0.9612000915816036,
|
|
"queueWeight": 0.9612000915816036,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.19047619047619047,
|
|
"recentTerminal": 84,
|
|
"recentWilsonLowerBound": 0.12078595196346183,
|
|
"running": 7,
|
|
"selectionWeight": 0.1545043073042308,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.0,
|
|
"waiting": 14132
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 406.4769230769231,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.35604387634702467,
|
|
"queueFactor": 1.1017162578931672,
|
|
"queueWeight": 1.1017162578931672,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.23846153846153847,
|
|
"recentTerminal": 130,
|
|
"recentWilsonLowerBound": 0.17338273546709032,
|
|
"running": 7,
|
|
"selectionWeight": 0.39225932709482153,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.666666666666668,
|
|
"waiting": 8807
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 95.6778523489933,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.10738255033557047,
|
|
"recentTerminal": 149,
|
|
"recentWilsonLowerBound": 0.06718519772534273,
|
|
"running": 1,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.833333333333332,
|
|
"waiting": 2376
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 147.23076923076923,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.09479548732199183,
|
|
"queueFactor": 1.2829961563583574,
|
|
"queueWeight": 1.2829961563583574,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.14102564102564102,
|
|
"recentTerminal": 156,
|
|
"recentWilsonLowerBound": 0.09501044890064092,
|
|
"running": 2,
|
|
"selectionWeight": 0.12162224587423293,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.0,
|
|
"waiting": 3828
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2017.8260869565217,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.35540122946136077,
|
|
"queueFactor": 0.866348409874526,
|
|
"queueWeight": 0.866348409874526,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.2826086956521739,
|
|
"recentTerminal": 46,
|
|
"recentWilsonLowerBound": 0.1732404154491407,
|
|
"running": 2,
|
|
"selectionWeight": 0.30790129001130145,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.666666666666667,
|
|
"waiting": 15470
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 684.5684210526316,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.36817859346690673,
|
|
"queueFactor": 1.018855544705648,
|
|
"queueWeight": 1.018855544705648,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.25263157894736843,
|
|
"recentTerminal": 95,
|
|
"recentWilsonLowerBound": 0.1760442180666685,
|
|
"running": 7,
|
|
"selectionWeight": 0.3751208013956846,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.833333333333334,
|
|
"waiting": 10839
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 546.768,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.29742171461213746,
|
|
"queueFactor": 1.0537914706523974,
|
|
"queueWeight": 1.0537914706523974,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.224,
|
|
"recentTerminal": 125,
|
|
"recentWilsonLowerBound": 0.15976874687261633,
|
|
"running": 4,
|
|
"selectionWeight": 0.31342046604508195,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.833333333333332,
|
|
"waiting": 11391
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1997.8125,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.8167915229093902,
|
|
"queueFactor": 0.8676447305950079,
|
|
"queueWeight": 0.8676447305950079,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.359375,
|
|
"recentTerminal": 64,
|
|
"recentWilsonLowerBound": 0.2528823053221461,
|
|
"running": 4,
|
|
"selectionWeight": 0.7086848608470041,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 10.666666666666666,
|
|
"waiting": 21310
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 3534.5,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.0132430578036538,
|
|
"queueFactor": 0.7964819616923563,
|
|
"queueWeight": 0.7964819616923563,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.4583333333333333,
|
|
"recentTerminal": 24,
|
|
"recentWilsonLowerBound": 0.2789105835168143,
|
|
"running": 2,
|
|
"selectionWeight": 0.8070298183506157,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 4.0,
|
|
"waiting": 14138
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 866.1428571428572,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.5869945052478175,
|
|
"queueFactor": 0.9835279658155879,
|
|
"queueWeight": 0.9835279658155879,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.3142857142857143,
|
|
"recentTerminal": 70,
|
|
"recentWilsonLowerBound": 0.21762136964668136,
|
|
"running": 16,
|
|
"selectionWeight": 0.5773255116913134,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.666666666666666,
|
|
"waiting": 10105
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 485.32710280373834,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 1.0728029541158652,
|
|
"queueWeight": 1.0728029541158652,
|
|
"recentSuccess": 55,
|
|
"recentSuccessRate": 0.514018691588785,
|
|
"recentTerminal": 107,
|
|
"recentWilsonLowerBound": 0.42048422635928223,
|
|
"running": 6,
|
|
"selectionWeight": 2.682007385289663,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.833333333333332,
|
|
"waiting": 8655
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-09-10T16:09:56.937642+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-09-10T16:09:56.937642+00:00",
|
|
"supportedGpus": [
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Cambricon_mlu-370-x4",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b4",
|
|
"hygon_k100-ai",
|
|
"MetaX_c-500",
|
|
"Sunrise_pt-200-x1",
|
|
"Ascend_910-b3",
|
|
"Iluvatar_bi-100",
|
|
"Biren_166m",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|