791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-20T00:27:08.587293+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-20T00:27:08.587293+00:00",
|
|
"frameworkAttemptedAt": "2026-10-19T20:15:18.265691+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43525,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21860,
|
|
"successRate": 0.5022400919012062,
|
|
"wilsonLowerBound": 0.49754275790408203
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58063,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15518,
|
|
"successRate": 0.2672614229371545,
|
|
"wilsonLowerBound": 0.263677350088077
|
|
},
|
|
"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": 5181,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1647,
|
|
"successRate": 0.31789229878401853,
|
|
"wilsonLowerBound": 0.3053513099984673
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38458,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18360,
|
|
"successRate": 0.4774039211607468,
|
|
"wilsonLowerBound": 0.4724142635263623
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40526,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11102,
|
|
"successRate": 0.2739475892019938,
|
|
"wilsonLowerBound": 0.2696269973252689
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14083,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5844,
|
|
"successRate": 0.41496840161897325,
|
|
"wilsonLowerBound": 0.4068548924855788
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64265,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.18825177001478255,
|
|
"wilsonLowerBound": 0.18524805760286572
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 34476,
|
|
"officialConfigError": "malformed_command_argv",
|
|
"officialConfigValid": false,
|
|
"successCount": 7364,
|
|
"successRate": 0.21359786518157559,
|
|
"wilsonLowerBound": 0.2093035803182676
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8313,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 115,
|
|
"successRate": 0.01383375436063996,
|
|
"wilsonLowerBound": 0.011538014344512085
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26770,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3288,
|
|
"successRate": 0.12282405677997758,
|
|
"wilsonLowerBound": 0.11894605365208344
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16520,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10145278450363196,
|
|
"wilsonLowerBound": 0.09694085230477067
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 17280,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6694,
|
|
"successRate": 0.38738425925925923,
|
|
"wilsonLowerBound": 0.380146498410545
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24819,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3808,
|
|
"successRate": 0.15343083927636086,
|
|
"wilsonLowerBound": 0.14900064651328315
|
|
},
|
|
"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": 54904,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13812,
|
|
"successRate": 0.2515663703919569,
|
|
"wilsonLowerBound": 0.2479542518999264
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25241,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3218,
|
|
"successRate": 0.12749098688641497,
|
|
"wilsonLowerBound": 0.12343299673518347
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87122,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11216455085971397,
|
|
"wilsonLowerBound": 0.11008613498042095
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 49039,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5672,
|
|
"successRate": 0.11566304369991232,
|
|
"wilsonLowerBound": 0.11286241568461444
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 51255,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3790,
|
|
"successRate": 0.07394400546288167,
|
|
"wilsonLowerBound": 0.07171032747335292
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94931,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23922,
|
|
"successRate": 0.2519935532123332,
|
|
"wilsonLowerBound": 0.24924178078950268
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 145,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5668,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 590,
|
|
"successRate": 0.10409315455187015,
|
|
"wilsonLowerBound": 0.09640917432375648
|
|
},
|
|
"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": 304,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.003289473684210526,
|
|
"wilsonLowerBound": 0.0005808941273062394
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25461,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4155,
|
|
"successRate": 0.16319076234240604,
|
|
"wilsonLowerBound": 0.15870243059971056
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44303,
|
|
"officialConfigError": "malformed_command_argv",
|
|
"officialConfigValid": false,
|
|
"successCount": 5722,
|
|
"successRate": 0.12915603909441797,
|
|
"wilsonLowerBound": 0.1260651983664097
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8465,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 817,
|
|
"successRate": 0.0965150620200827,
|
|
"wilsonLowerBound": 0.09040613000477635
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35507,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7139,
|
|
"successRate": 0.20105894612329964,
|
|
"wilsonLowerBound": 0.1969225178718171
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61558,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12430,
|
|
"successRate": 0.20192338932388967,
|
|
"wilsonLowerBound": 0.19877079208253345
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18176,
|
|
"officialConfigError": "malformed_command_argv",
|
|
"officialConfigValid": false,
|
|
"successCount": 5143,
|
|
"successRate": 0.2829555457746479,
|
|
"wilsonLowerBound": 0.2764534827350362
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16149,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3906,
|
|
"successRate": 0.24187256176853056,
|
|
"wilsonLowerBound": 0.2353298344323137
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69445,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19100,
|
|
"successRate": 0.2750377996976024,
|
|
"wilsonLowerBound": 0.2717291547803792
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1595,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 947,
|
|
"successRate": 0.5937304075235109,
|
|
"wilsonLowerBound": 0.5694297618857823
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48595,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.4471653462290359,
|
|
"wilsonLowerBound": 0.44274898590649875
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41028,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5177,
|
|
"successRate": 0.12618211952812713,
|
|
"wilsonLowerBound": 0.1230039703648487
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1220,
|
|
"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": 7758,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3415,
|
|
"successRate": 0.4401907708172209,
|
|
"wilsonLowerBound": 0.4291766435438184
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7431,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.03296999058000269,
|
|
"wilsonLowerBound": 0.02914532054852906
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19536,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5579,
|
|
"successRate": 0.28557534807534807,
|
|
"wilsonLowerBound": 0.27928400511922646
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29031,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14860,
|
|
"successRate": 0.5118666253315421,
|
|
"wilsonLowerBound": 0.5061153707518846
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68341,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7379,
|
|
"successRate": 0.10797325178150743,
|
|
"wilsonLowerBound": 0.1056684301819784
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14242,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2524,
|
|
"successRate": 0.1772223002387305,
|
|
"wilsonLowerBound": 0.17103808941012547
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-20T00:34:25.160065+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1894.3333333333333,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.44946264456667573,
|
|
"queueFactor": 0.9559239565567452,
|
|
"queueWeight": 0.9559239565567452,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.2222222222222222,
|
|
"recentTerminal": 90,
|
|
"recentWilsonLowerBound": 0.14871223281666784,
|
|
"running": 8,
|
|
"selectionWeight": 0.42965210951863475,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 15.0,
|
|
"waiting": 28415
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1466.0152671755725,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9933928547711737,
|
|
"queueWeight": 0.9933928547711737,
|
|
"recentSuccess": 53,
|
|
"recentSuccessRate": 0.40458015267175573,
|
|
"recentTerminal": 131,
|
|
"recentWilsonLowerBound": 0.3244106182615046,
|
|
"running": 8,
|
|
"selectionWeight": 2.4834821369279343,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.833333333333332,
|
|
"waiting": 32008
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 159.43859649122808,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.05752912792346709,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.0935672514619883,
|
|
"recentTerminal": 171,
|
|
"recentWilsonLowerBound": 0.05841520035979689,
|
|
"running": 8,
|
|
"selectionWeight": 0.07478786630050721,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 28.5,
|
|
"waiting": 4544
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1339.2592592592594,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.30891596177575903,
|
|
"queueFactor": 1.0069597403783672,
|
|
"queueWeight": 1.0069597403783672,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.19753086419753085,
|
|
"recentTerminal": 81,
|
|
"recentWilsonLowerBound": 0.12540720482500986,
|
|
"running": 7,
|
|
"selectionWeight": 0.31106593666845195,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 13.5,
|
|
"waiting": 18080
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 415.0416666666667,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.45813735785075443,
|
|
"queueFactor": 1.200405705929539,
|
|
"queueWeight": 1.200405705929539,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.20833333333333334,
|
|
"recentTerminal": 144,
|
|
"recentWilsonLowerBound": 0.15001005766064063,
|
|
"running": 7,
|
|
"selectionWeight": 0.5499506984635287,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.0,
|
|
"waiting": 9961
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 71.38853503184713,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.028662420382165606,
|
|
"recentTerminal": 314,
|
|
"recentWilsonLowerBound": 0.015151092658708298,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 52.333333333333336,
|
|
"waiting": 3736
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 295.32515337423314,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.2632716215085054,
|
|
"queueWeight": 1.2632716215085054,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.05521472392638037,
|
|
"recentTerminal": 163,
|
|
"recentWilsonLowerBound": 0.029317035586734753,
|
|
"running": 2,
|
|
"selectionWeight": 0.06316358107542527,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 27.166666666666668,
|
|
"waiting": 8023
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2375.121951219512,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.5060505784247701,
|
|
"queueFactor": 0.9240360582648949,
|
|
"queueWeight": 0.9240360582648949,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.2682926829268293,
|
|
"recentTerminal": 41,
|
|
"recentWilsonLowerBound": 0.15694805281336685,
|
|
"running": 2,
|
|
"selectionWeight": 0.4676089817702946,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.833333333333333,
|
|
"waiting": 16230
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 561.8446601941747,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.6044450618661925,
|
|
"queueFactor": 1.1470949484045365,
|
|
"queueWeight": 1.1470949484045365,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.24271844660194175,
|
|
"recentTerminal": 103,
|
|
"recentWilsonLowerBound": 0.17014922730424603,
|
|
"running": 8,
|
|
"selectionWeight": 0.693355877054777,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.166666666666668,
|
|
"waiting": 9645
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 709.8787878787879,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.5286061441815402,
|
|
"queueFactor": 1.1075521283584597,
|
|
"queueWeight": 1.1075521283584597,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.23232323232323232,
|
|
"recentTerminal": 99,
|
|
"recentWilsonLowerBound": 0.16009001362979594,
|
|
"running": 4,
|
|
"selectionWeight": 0.5854588600516236,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.5,
|
|
"waiting": 11713
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1936.8148148148148,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.1073144303896259,
|
|
"queueFactor": 0.9527491963273519,
|
|
"queueWeight": 0.9527491963273519,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.13580246913580246,
|
|
"recentTerminal": 81,
|
|
"recentWilsonLowerBound": 0.07755383801327821,
|
|
"running": 4,
|
|
"selectionWeight": 0.10224373730804363,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 13.5,
|
|
"waiting": 26147
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2588.7906976744184,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.3431030618418134,
|
|
"queueFactor": 0.9121731088494043,
|
|
"queueWeight": 0.9121731088494043,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.23255813953488372,
|
|
"recentTerminal": 43,
|
|
"recentWilsonLowerBound": 0.1315353846924483,
|
|
"running": 2,
|
|
"selectionWeight": 0.3129693865759963,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 7.166666666666667,
|
|
"waiting": 18553
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1828.6,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9610013517449794,
|
|
"queueWeight": 0.9610013517449794,
|
|
"recentSuccess": 4,
|
|
"recentSuccessRate": 0.06666666666666667,
|
|
"recentTerminal": 60,
|
|
"recentWilsonLowerBound": 0.02622827414319793,
|
|
"running": 16,
|
|
"selectionWeight": 0.048050067587248974,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 10.0,
|
|
"waiting": 18286
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1509.5257731958761,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.4910569120106298,
|
|
"queueFactor": 0.9890442581064566,
|
|
"queueWeight": 0.9890442581064566,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.2268041237113402,
|
|
"recentTerminal": 97,
|
|
"recentWilsonLowerBound": 0.15481698841986685,
|
|
"running": 7,
|
|
"selectionWeight": 0.48567701922760087,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.166666666666668,
|
|
"waiting": 24404
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-20T00:27:08.587293+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-20T00:27:08.587293+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
|
|
}
|