782 lines
25 KiB
JSON
782 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-10T15:19:09.959046+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-10T15:19:09.959046+00:00",
|
|
"frameworkAttemptedAt": "2026-10-10T13:30:15.073568+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 41951,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20784,
|
|
"successRate": 0.49543515053276443,
|
|
"wilsonLowerBound": 0.49065128470895913
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 56177,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15307,
|
|
"successRate": 0.27247806041618455,
|
|
"wilsonLowerBound": 0.26881186521433104
|
|
},
|
|
"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": 4243,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1279,
|
|
"successRate": 0.30143766203158145,
|
|
"wilsonLowerBound": 0.28781466913958204
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 36757,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17227,
|
|
"successRate": 0.4686726337840411,
|
|
"wilsonLowerBound": 0.4635746256176739
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39654,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 10997,
|
|
"successRate": 0.27732385131386494,
|
|
"wilsonLowerBound": 0.2729392418878192
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12534,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5267,
|
|
"successRate": 0.4202170097335248,
|
|
"wilsonLowerBound": 0.4116014109768566
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64211,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12096,
|
|
"successRate": 0.1883789381881609,
|
|
"wilsonLowerBound": 0.18537317918882054
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 29153,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6341,
|
|
"successRate": 0.21750763214763488,
|
|
"wilsonLowerBound": 0.2128092355218254
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7649,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 103,
|
|
"successRate": 0.013465812524513008,
|
|
"wilsonLowerBound": 0.011116159346126123
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26614,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3269,
|
|
"successRate": 0.12283008942661756,
|
|
"wilsonLowerBound": 0.11894081143566253
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16505,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10154498636776735,
|
|
"wilsonLowerBound": 0.09702916946724117
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 15364,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6081,
|
|
"successRate": 0.39579536579015884,
|
|
"wilsonLowerBound": 0.388089634706811
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24714,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3806,
|
|
"successRate": 0.15400178036740308,
|
|
"wilsonLowerBound": 0.14955537975479138
|
|
},
|
|
"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": 51222,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12884,
|
|
"successRate": 0.251532544609738,
|
|
"wilsonLowerBound": 0.24779366571017697
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 23906,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3128,
|
|
"successRate": 0.13084581276666946,
|
|
"wilsonLowerBound": 0.12663010779247372
|
|
},
|
|
"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": 45955,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5531,
|
|
"successRate": 0.12035687085192036,
|
|
"wilsonLowerBound": 0.1174136182746166
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 46129,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3649,
|
|
"successRate": 0.07910425112185393,
|
|
"wilsonLowerBound": 0.07667609787830684
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 92981,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23169,
|
|
"successRate": 0.24917993998773943,
|
|
"wilsonLowerBound": 0.2464100931932782
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5530,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 583,
|
|
"successRate": 0.1054249547920434,
|
|
"wilsonLowerBound": 0.0976028502960224
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112849,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16530,
|
|
"successRate": 0.14647892316281047,
|
|
"wilsonLowerBound": 0.14442794458225092
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 56,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.017857142857142856,
|
|
"wilsonLowerBound": 0.003159128964463983
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 23003,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3961,
|
|
"successRate": 0.172194931095944,
|
|
"wilsonLowerBound": 0.16737068584514206
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43606,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5671,
|
|
"successRate": 0.13005091042517083,
|
|
"wilsonLowerBound": 0.12692638307414741
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7926,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 745,
|
|
"successRate": 0.09399444865001262,
|
|
"wilsonLowerBound": 0.08776509073752228
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 34119,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6714,
|
|
"successRate": 0.19678185175415458,
|
|
"wilsonLowerBound": 0.19259749898648967
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61471,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12420,
|
|
"successRate": 0.20204649346846482,
|
|
"wilsonLowerBound": 0.19889094931224816
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 14934,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4243,
|
|
"successRate": 0.28411678050087047,
|
|
"wilsonLowerBound": 0.27693969921950745
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15223,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3724,
|
|
"successRate": 0.24462983643171518,
|
|
"wilsonLowerBound": 0.23786608168072118
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67313,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18551,
|
|
"successRate": 0.27559312465645563,
|
|
"wilsonLowerBound": 0.2722305499733136
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 858,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 517,
|
|
"successRate": 0.6025641025641025,
|
|
"wilsonLowerBound": 0.5694315964671394
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48267,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21633,
|
|
"successRate": 0.44819441854683323,
|
|
"wilsonLowerBound": 0.4437620455009944
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39507,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4700,
|
|
"successRate": 0.11896625914394918,
|
|
"wilsonLowerBound": 0.11581077402363323
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1043,
|
|
"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": 10078,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 759,
|
|
"successRate": 0.07531256201627307,
|
|
"wilsonLowerBound": 0.07032053867780093
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7185,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3148,
|
|
"successRate": 0.4381350034794711,
|
|
"wilsonLowerBound": 0.4266984602200227
|
|
}
|
|
},
|
|
"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": 17625,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5245,
|
|
"successRate": 0.2975886524822695,
|
|
"wilsonLowerBound": 0.29088348176840784
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28172,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14389,
|
|
"successRate": 0.5107553599318472,
|
|
"wilsonLowerBound": 0.5049169278069221
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 66965,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7113,
|
|
"successRate": 0.10621966699021877,
|
|
"wilsonLowerBound": 0.10390848669128604
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13562,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2214,
|
|
"successRate": 0.16325025807403037,
|
|
"wilsonLowerBound": 0.15712536039001077
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-10T15:28:44.761237+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1163.9172413793103,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.5495057968073237,
|
|
"queueFactor": 0.9006724607938179,
|
|
"queueWeight": 0.9006724607938179,
|
|
"recentSuccess": 36,
|
|
"recentSuccessRate": 0.2482758620689655,
|
|
"recentTerminal": 145,
|
|
"recentWilsonLowerBound": 0.1850644872432723,
|
|
"running": 9,
|
|
"selectionWeight": 0.4949247382309199,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.166666666666668,
|
|
"waiting": 28128
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1301.2394366197182,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.4198073281345625,
|
|
"queueFactor": 0.8857305341124279,
|
|
"queueWeight": 0.8857305341124279,
|
|
"recentSuccess": 51,
|
|
"recentSuccessRate": 0.3591549295774648,
|
|
"recentTerminal": 142,
|
|
"recentWilsonLowerBound": 0.28491328176623315,
|
|
"running": 8,
|
|
"selectionWeight": 1.2575667030853652,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.666666666666668,
|
|
"waiting": 30796
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 161.53333333333333,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.36140268232776873,
|
|
"queueFactor": 1.211200038078464,
|
|
"queueWeight": 1.211200038078464,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.20555555555555555,
|
|
"recentTerminal": 180,
|
|
"recentWilsonLowerBound": 0.15296937573087127,
|
|
"running": 9,
|
|
"selectionWeight": 0.43773094259705253,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 30.0,
|
|
"waiting": 4846
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 633.1923076923077,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.09805763297180473,
|
|
"queueFactor": 0.9867902608055024,
|
|
"queueWeight": 0.9867902608055024,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.1282051282051282,
|
|
"recentTerminal": 156,
|
|
"recentWilsonLowerBound": 0.08454734307512554,
|
|
"running": 12,
|
|
"selectionWeight": 0.09676231721421741,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 26.0,
|
|
"waiting": 16463
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 361.44966442953023,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.26714379510140396,
|
|
"queueFactor": 1.0733664714571978,
|
|
"queueWeight": 1.0733664714571978,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.18791946308724833,
|
|
"recentTerminal": 149,
|
|
"recentWilsonLowerBound": 0.13333589924508107,
|
|
"running": 7,
|
|
"selectionWeight": 0.2867431927196786,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 24.833333333333332,
|
|
"waiting": 8976
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 53.60774818401937,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 17,
|
|
"recentSuccessRate": 0.04116222760290557,
|
|
"recentTerminal": 413,
|
|
"recentWilsonLowerBound": 0.02585585969350294,
|
|
"running": 26,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 68.83333333333333,
|
|
"waiting": 3690
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 145.96478873239437,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.19068608060381304,
|
|
"queueFactor": 1.2297532631092605,
|
|
"queueWeight": 1.2297532631092605,
|
|
"recentSuccess": 43,
|
|
"recentSuccessRate": 0.15140845070422534,
|
|
"recentTerminal": 284,
|
|
"recentWilsonLowerBound": 0.11439045210846754,
|
|
"running": 54,
|
|
"selectionWeight": 0.23449682985205456,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 47.333333333333336,
|
|
"waiting": 6909
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2164.046511627907,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.4081037471430093,
|
|
"queueFactor": 0.820663674553113,
|
|
"queueWeight": 0.820663674553113,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.4186046511627907,
|
|
"recentTerminal": 43,
|
|
"recentWilsonLowerBound": 0.28384334337485234,
|
|
"running": 2,
|
|
"selectionWeight": 1.1555795952823895,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.166666666666667,
|
|
"waiting": 15509
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 525.7575757575758,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.14817293155461939,
|
|
"queueFactor": 1.0146993173178234,
|
|
"queueWeight": 1.0146993173178234,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.16161616161616163,
|
|
"recentTerminal": 99,
|
|
"recentWilsonLowerBound": 0.1019986133990387,
|
|
"running": 9,
|
|
"selectionWeight": 0.15035097249345286,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 16.5,
|
|
"waiting": 8675
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 521.3114754098361,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.31078136372543175,
|
|
"queueFactor": 1.0159927440092174,
|
|
"queueWeight": 1.0159927440092174,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.20491803278688525,
|
|
"recentTerminal": 122,
|
|
"recentWilsonLowerBound": 0.14282861339624775,
|
|
"running": 6,
|
|
"selectionWeight": 0.31575161051832806,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 20.333333333333332,
|
|
"waiting": 10600
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2129.818181818182,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.822628628722851,
|
|
"queueWeight": 0.822628628722851,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.48484848484848486,
|
|
"recentTerminal": 66,
|
|
"recentWilsonLowerBound": 0.36846762017425483,
|
|
"running": 4,
|
|
"selectionWeight": 2.056571571807128,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.0,
|
|
"waiting": 23428
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2435.441860465116,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.13392190498624978,
|
|
"queueFactor": 0.8062477842509218,
|
|
"queueWeight": 0.8062477842509218,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.18604651162790697,
|
|
"recentTerminal": 43,
|
|
"recentWilsonLowerBound": 0.09741635580105981,
|
|
"running": 2,
|
|
"selectionWeight": 0.10797423915782636,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 7.166666666666667,
|
|
"waiting": 17454
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 511.1538461538462,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.15464988553216158,
|
|
"queueFactor": 1.0189959411307086,
|
|
"queueWeight": 1.0189959411307086,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.14835164835164835,
|
|
"recentTerminal": 182,
|
|
"recentWilsonLowerBound": 0.10400160797952315,
|
|
"running": 16,
|
|
"selectionWeight": 0.15758760565360133,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 30.333333333333332,
|
|
"waiting": 15505
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1169.6504854368932,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.6184980368267443,
|
|
"queueFactor": 0.900008856799193,
|
|
"queueWeight": 0.900008856799193,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.27184466019417475,
|
|
"recentTerminal": 103,
|
|
"recentWilsonLowerBound": 0.19528608166385128,
|
|
"running": 6,
|
|
"selectionWeight": 0.5566537110569832,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.166666666666668,
|
|
"waiting": 20079
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-10T15:23:59.957939+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-10T15:23:59.957939+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
|
|
}
|