791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-18T07:48:32.575060+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-18T07:48:32.575060+00:00",
|
|
"frameworkAttemptedAt": "2026-10-18T06:28:39.468248+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43291,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21700,
|
|
"successRate": 0.5012589221778199,
|
|
"wilsonLowerBound": 0.49654896539802706
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 57853,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15495,
|
|
"successRate": 0.2678339930513543,
|
|
"wilsonLowerBound": 0.26424096173310074
|
|
},
|
|
"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": 5014,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1570,
|
|
"successRate": 0.3131232548863183,
|
|
"wilsonLowerBound": 0.30043351865235285
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38158,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18164,
|
|
"successRate": 0.47602075580481157,
|
|
"wilsonLowerBound": 0.47101231919193837
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40398,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11096,
|
|
"successRate": 0.27466706272587754,
|
|
"wilsonLowerBound": 0.27033604894850455
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 13801,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5736,
|
|
"successRate": 0.4156220563727266,
|
|
"wilsonLowerBound": 0.4074242780015285
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64249,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.18829865056265468,
|
|
"wilsonLowerBound": 0.18529427466329085
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 33596,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7194,
|
|
"successRate": 0.21413263483748066,
|
|
"wilsonLowerBound": 0.2097788450525143
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8220,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 115,
|
|
"successRate": 0.013990267639902677,
|
|
"wilsonLowerBound": 0.011668693512267436
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26746,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3287,
|
|
"successRate": 0.12289688177671428,
|
|
"wilsonLowerBound": 0.1190161504699816
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16517,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10147121147908215,
|
|
"wilsonLowerBound": 0.0969585028720572
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 16934,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6586,
|
|
"successRate": 0.3889216959962206,
|
|
"wilsonLowerBound": 0.38160497824871364
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24809,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3808,
|
|
"successRate": 0.15349268410657424,
|
|
"wilsonLowerBound": 0.14906086012479414
|
|
},
|
|
"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": 54257,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13652,
|
|
"successRate": 0.25161730283650036,
|
|
"wilsonLowerBound": 0.24798356743593045
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25066,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3167,
|
|
"successRate": 0.12634644538418574,
|
|
"wilsonLowerBound": 0.12229056247206296
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87100,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11219288174512056,
|
|
"wilsonLowerBound": 0.11011397310551474
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 48675,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5653,
|
|
"successRate": 0.11613764766307139,
|
|
"wilsonLowerBound": 0.11332158394143851
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 50462,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3780,
|
|
"successRate": 0.07490785145257818,
|
|
"wilsonLowerBound": 0.07264323400313483
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94745,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23841,
|
|
"successRate": 0.25163333157422557,
|
|
"wilsonLowerBound": 0.24888019537100728
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 93,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5649,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 590,
|
|
"successRate": 0.10444326429456541,
|
|
"wilsonLowerBound": 0.09673477553832191
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112896,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16538,
|
|
"successRate": 0.14648880385487528,
|
|
"wilsonLowerBound": 0.1444381917805569
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 248,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.004032258064516129,
|
|
"wilsonLowerBound": 0.0007121292102298671
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25165,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4133,
|
|
"successRate": 0.16423604212199483,
|
|
"wilsonLowerBound": 0.15970979738023652
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44234,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5713,
|
|
"successRate": 0.12915404440023512,
|
|
"wilsonLowerBound": 0.12606083969304327
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8403,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 811,
|
|
"successRate": 0.09651315006545282,
|
|
"wilsonLowerBound": 0.09038244602255616
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35259,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7064,
|
|
"successRate": 0.2003460109475595,
|
|
"wilsonLowerBound": 0.19620081315066837
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61545,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12429,
|
|
"successRate": 0.20194979283451134,
|
|
"wilsonLowerBound": 0.19879670811290817
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17718,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5010,
|
|
"successRate": 0.28276329156789703,
|
|
"wilsonLowerBound": 0.2761797436608461
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15999,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3862,
|
|
"successRate": 0.24139008688043004,
|
|
"wilsonLowerBound": 0.23482167957314545
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69164,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19025,
|
|
"successRate": 0.27507084610491006,
|
|
"wilsonLowerBound": 0.27175538649666336
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1444,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 856,
|
|
"successRate": 0.592797783933518,
|
|
"wilsonLowerBound": 0.567242592027627
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48557,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.4475152913071236,
|
|
"wilsonLowerBound": 0.4430968477023826
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40765,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5099,
|
|
"successRate": 0.12508279161045013,
|
|
"wilsonLowerBound": 0.12190667507321976
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1187,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6288,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030534351145038167,
|
|
"wilsonLowerBound": 0.02655998124483518
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10105,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 765,
|
|
"successRate": 0.07570509648688768,
|
|
"wilsonLowerBound": 0.07070710236143048
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7662,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3361,
|
|
"successRate": 0.4386583137561994,
|
|
"wilsonLowerBound": 0.4275805738941514
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7429,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.03297886660384978,
|
|
"wilsonLowerBound": 0.029153181447422398
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19265,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5548,
|
|
"successRate": 0.2879833895665715,
|
|
"wilsonLowerBound": 0.28163174868017216
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28889,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14789,
|
|
"successRate": 0.5119249541347918,
|
|
"wilsonLowerBound": 0.5061595883816564
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68122,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7343,
|
|
"successRate": 0.10779190276269046,
|
|
"wilsonLowerBound": 0.10548514596643746
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14102,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2474,
|
|
"successRate": 0.17543610835342505,
|
|
"wilsonLowerBound": 0.16924722362983163
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-18T07:48:32.575060+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1086.0394736842106,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.9679143825729108,
|
|
"queueFactor": 1.0146754938369569,
|
|
"queueWeight": 1.0146754938369569,
|
|
"recentSuccess": 51,
|
|
"recentSuccessRate": 0.3355263157894737,
|
|
"recentTerminal": 152,
|
|
"recentWilsonLowerBound": 0.2653360671404341,
|
|
"running": 8,
|
|
"selectionWeight": 1.9967944979660184,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.333333333333332,
|
|
"waiting": 27513
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1307.5890410958905,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.986809501208282,
|
|
"queueWeight": 0.986809501208282,
|
|
"recentSuccess": 54,
|
|
"recentSuccessRate": 0.3698630136986301,
|
|
"recentTerminal": 146,
|
|
"recentWilsonLowerBound": 0.2958277620369417,
|
|
"running": 8,
|
|
"selectionWeight": 2.467023753020705,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.333333333333332,
|
|
"waiting": 31818
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 164.42105263157896,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.3806427772675254,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.17543859649122806,
|
|
"recentTerminal": 171,
|
|
"recentWilsonLowerBound": 0.12574284572144825,
|
|
"running": 8,
|
|
"selectionWeight": 0.494835610447783,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.5,
|
|
"waiting": 4686
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1351.0632911392406,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.4739615563369118,
|
|
"queueFactor": 0.9819800370915659,
|
|
"queueWeight": 0.9819800370915659,
|
|
"recentSuccess": 17,
|
|
"recentSuccessRate": 0.21518987341772153,
|
|
"recentTerminal": 79,
|
|
"recentWilsonLowerBound": 0.13892090811951757,
|
|
"running": 7,
|
|
"selectionWeight": 0.46542078667169695,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.166666666666666,
|
|
"waiting": 17789
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 433.5441176470588,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.4373436699499516,
|
|
"queueFactor": 1.1645255417138007,
|
|
"queueWeight": 1.1645255417138007,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.19117647058823528,
|
|
"recentTerminal": 136,
|
|
"recentWilsonLowerBound": 0.1339352099342089,
|
|
"running": 7,
|
|
"selectionWeight": 0.5092978741635691,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.666666666666668,
|
|
"waiting": 9827
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 74.40441176470588,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.04411764705882353,
|
|
"recentTerminal": 272,
|
|
"recentWilsonLowerBound": 0.025414256244794892,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 45.333333333333336,
|
|
"waiting": 3373
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 474.4948453608247,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 1.5092370856581507,
|
|
"queueFactor": 1.148865765509207,
|
|
"queueWeight": 1.148865765509207,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.31958762886597936,
|
|
"recentTerminal": 97,
|
|
"recentWilsonLowerBound": 0.23518547734357254,
|
|
"running": 24,
|
|
"selectionWeight": 1.7339108197495359,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.166666666666668,
|
|
"waiting": 7671
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 1655.0689655172414,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.2798856016045214,
|
|
"queueFactor": 0.9525364398228137,
|
|
"queueWeight": 0.9525364398228137,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.1896551724137931,
|
|
"recentTerminal": 58,
|
|
"recentWilsonLowerBound": 0.10934140042567435,
|
|
"running": 2,
|
|
"selectionWeight": 0.2666012345100372,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 9.666666666666666,
|
|
"waiting": 15999
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 458.0952380952381,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.5748316773413241,
|
|
"queueFactor": 1.1549432541039375,
|
|
"queueWeight": 1.1549432541039375,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.21428571428571427,
|
|
"recentTerminal": 126,
|
|
"recentWilsonLowerBound": 0.15165524006866854,
|
|
"running": 8,
|
|
"selectionWeight": 0.6638979679906135,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.0,
|
|
"waiting": 9620
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 702.3061224489796,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 1.019721913024685,
|
|
"queueFactor": 1.0832408890907999,
|
|
"queueWeight": 1.0832408890907999,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.2755102040816326,
|
|
"recentTerminal": 98,
|
|
"recentWilsonLowerBound": 0.19679426941928946,
|
|
"running": 4,
|
|
"selectionWeight": 1.1046044716902312,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.333333333333332,
|
|
"waiting": 11471
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1874.3855421686746,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.35801296558605944,
|
|
"queueFactor": 0.9349215583117946,
|
|
"queueWeight": 0.9349215583117946,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.1927710843373494,
|
|
"recentTerminal": 83,
|
|
"recentWilsonLowerBound": 0.12228799170691443,
|
|
"running": 4,
|
|
"selectionWeight": 0.33471403968154556,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.833333333333334,
|
|
"waiting": 25929
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2984.9189189189187,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.0144457350220235,
|
|
"queueFactor": 0.8718948899548561,
|
|
"queueWeight": 0.8718948899548561,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.32432432432432434,
|
|
"recentTerminal": 37,
|
|
"recentWilsonLowerBound": 0.1963307782081548,
|
|
"running": 2,
|
|
"selectionWeight": 0.8844900525022003,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.166666666666667,
|
|
"waiting": 18407
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1588.1904761904761,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9584481534843097,
|
|
"queueWeight": 0.9584481534843097,
|
|
"recentSuccess": 5,
|
|
"recentSuccessRate": 0.07936507936507936,
|
|
"recentTerminal": 63,
|
|
"recentWilsonLowerBound": 0.03437534033651938,
|
|
"running": 16,
|
|
"selectionWeight": 0.04792240767421549,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 10.5,
|
|
"waiting": 16676
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1457.8163265306123,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.7432921941666065,
|
|
"queueFactor": 0.970842079163775,
|
|
"queueWeight": 0.970842079163775,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.24489795918367346,
|
|
"recentTerminal": 98,
|
|
"recentWilsonLowerBound": 0.17044853585935213,
|
|
"running": 6,
|
|
"selectionWeight": 0.7216193392109126,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.333333333333332,
|
|
"waiting": 23811
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-18T07:48:32.575060+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-18T07:48:32.575060+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
|
|
}
|