791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-18T20:05:33.156407+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-18T20:05:33.156407+00:00",
|
|
"frameworkAttemptedAt": "2026-10-18T19:38:23.560846+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43403,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21780,
|
|
"successRate": 0.5018086307398106,
|
|
"wilsonLowerBound": 0.4971047216463101
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 57949,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15503,
|
|
"successRate": 0.2675283438885917,
|
|
"wilsonLowerBound": 0.2639396029929535
|
|
},
|
|
"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": 5071,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1590,
|
|
"successRate": 0.3135476237428515,
|
|
"wilsonLowerBound": 0.30092354518390896
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38260,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18233,
|
|
"successRate": 0.47655514898065865,
|
|
"wilsonLowerBound": 0.47155308126172446
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40453,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11099,
|
|
"successRate": 0.2743677848367241,
|
|
"wilsonLowerBound": 0.2700412032797469
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 13888,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5771,
|
|
"successRate": 0.4155385944700461,
|
|
"wilsonLowerBound": 0.40736671396179563
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64260,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.1882664176781824,
|
|
"wilsonLowerBound": 0.18526249795713923
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 33940,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7257,
|
|
"successRate": 0.21381850324101356,
|
|
"wilsonLowerBound": 0.20948903310612216
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8255,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 115,
|
|
"successRate": 0.013930950938824955,
|
|
"wilsonLowerBound": 0.011619167267882506
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26754,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3288,
|
|
"successRate": 0.12289751065261269,
|
|
"wilsonLowerBound": 0.11901734278860183
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16518,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10146506841021916,
|
|
"wilsonLowerBound": 0.09695261863545855
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 17041,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6626,
|
|
"successRate": 0.38882694677542395,
|
|
"wilsonLowerBound": 0.38153349759605093
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24813,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3808,
|
|
"successRate": 0.15346794019264096,
|
|
"wilsonLowerBound": 0.14903676884046205
|
|
},
|
|
"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": 54467,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13706,
|
|
"successRate": 0.2516386068628711,
|
|
"wilsonLowerBound": 0.24801174515227895
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25114,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3192,
|
|
"successRate": 0.12710042207533648,
|
|
"wilsonLowerBound": 0.12303778692096162
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87108,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11218257794921248,
|
|
"wilsonLowerBound": 0.11010384852202956
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 48779,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5655,
|
|
"successRate": 0.11593103589659484,
|
|
"wilsonLowerBound": 0.11312015775668172
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 50655,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3787,
|
|
"successRate": 0.07476063567268779,
|
|
"wilsonLowerBound": 0.0725023577767007
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94787,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23864,
|
|
"successRate": 0.25176448247122496,
|
|
"wilsonLowerBound": 0.2490114710637053
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 116,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5659,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 590,
|
|
"successRate": 0.10425870295105143,
|
|
"wilsonLowerBound": 0.09656313278158477
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112904,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16538,
|
|
"successRate": 0.1464784241479487,
|
|
"wilsonLowerBound": 0.14442794518106644
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 272,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.003676470588235294,
|
|
"wilsonLowerBound": 0.0006492656971213476
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25227,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4140,
|
|
"successRate": 0.1641098822689975,
|
|
"wilsonLowerBound": 0.15959057011837258
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44249,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5714,
|
|
"successRate": 0.1291328617595878,
|
|
"wilsonLowerBound": 0.12604039599610958
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8424,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 813,
|
|
"successRate": 0.09650997150997151,
|
|
"wilsonLowerBound": 0.09038678152017786
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35353,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7089,
|
|
"successRate": 0.20052046502418466,
|
|
"wilsonLowerBound": 0.19637935856954994
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61551,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12429,
|
|
"successRate": 0.20193010674075157,
|
|
"wilsonLowerBound": 0.1987772914803586
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17901,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5063,
|
|
"successRate": 0.2828333612647338,
|
|
"wilsonLowerBound": 0.27628279575049247
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16061,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3876,
|
|
"successRate": 0.24132992964323516,
|
|
"wilsonLowerBound": 0.23477466745425554
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69271,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19052,
|
|
"successRate": 0.2750357292373432,
|
|
"wilsonLowerBound": 0.27172295516859657
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1495,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 882,
|
|
"successRate": 0.5899665551839465,
|
|
"wilsonLowerBound": 0.5648347734075669
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48572,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.44737708968129786,
|
|
"wilsonLowerBound": 0.4429594685047271
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40859,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5123,
|
|
"successRate": 0.1253824126875352,
|
|
"wilsonLowerBound": 0.12220659413097266
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1195,
|
|
"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": 7699,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3383,
|
|
"successRate": 0.4394077152876997,
|
|
"wilsonLowerBound": 0.4283541107353508
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7430,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.03297442799461642,
|
|
"wilsonLowerBound": 0.029149250467990415
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19360,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5558,
|
|
"successRate": 0.2870867768595041,
|
|
"wilsonLowerBound": 0.2807567378015814
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28945,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14816,
|
|
"successRate": 0.5118673346001037,
|
|
"wilsonLowerBound": 0.506107541328486
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68203,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7354,
|
|
"successRate": 0.10782516898083662,
|
|
"wilsonLowerBound": 0.10551945174701577
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14159,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2499,
|
|
"successRate": 0.17649551522000143,
|
|
"wilsonLowerBound": 0.1703037925945164
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-18T20:05:33.156407+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1219.3676470588234,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 1.0122297348235112,
|
|
"queueWeight": 1.0122297348235112,
|
|
"recentSuccess": 49,
|
|
"recentSuccessRate": 0.3602941176470588,
|
|
"recentTerminal": 136,
|
|
"recentWilsonLowerBound": 0.2844681556350323,
|
|
"running": 9,
|
|
"selectionWeight": 2.530574337058778,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.666666666666668,
|
|
"waiting": 27639
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1425.223880597015,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.4528866926274397,
|
|
"queueFactor": 0.988819056172577,
|
|
"queueWeight": 0.988819056172577,
|
|
"recentSuccess": 48,
|
|
"recentSuccessRate": 0.3582089552238806,
|
|
"recentTerminal": 134,
|
|
"recentWilsonLowerBound": 0.282018738346317,
|
|
"running": 8,
|
|
"selectionWeight": 2.4254611043021392,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.333333333333332,
|
|
"waiting": 31830
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 136.13793103448276,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.30736578439226053,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.15270935960591134,
|
|
"recentTerminal": 203,
|
|
"recentWilsonLowerBound": 0.10971549848686221,
|
|
"running": 9,
|
|
"selectionWeight": 0.3995755197099387,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 33.833333333333336,
|
|
"waiting": 4606
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1530.857142857143,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.7981101715725427,
|
|
"queueFactor": 0.978270801375037,
|
|
"queueWeight": 0.978270801375037,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.2571428571428571,
|
|
"recentTerminal": 70,
|
|
"recentWilsonLowerBound": 0.16929141951409768,
|
|
"running": 8,
|
|
"selectionWeight": 0.7807678771298396,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.666666666666666,
|
|
"waiting": 17860
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 534.6,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.33090681836327085,
|
|
"queueFactor": 1.1454996157084514,
|
|
"queueWeight": 1.1454996157084514,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.17272727272727273,
|
|
"recentTerminal": 110,
|
|
"recentWilsonLowerBound": 0.11345829455900079,
|
|
"running": 7,
|
|
"selectionWeight": 0.37905363327043307,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.333333333333332,
|
|
"waiting": 9801
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 112.70526315789473,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.06072532100600738,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.08421052631578947,
|
|
"recentTerminal": 190,
|
|
"recentWilsonLowerBound": 0.05249743885061464,
|
|
"running": 25,
|
|
"selectionWeight": 0.0789429173078096,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 31.666666666666668,
|
|
"waiting": 3569
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 196.37288135593218,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.1382306727691922,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.11016949152542373,
|
|
"recentTerminal": 236,
|
|
"recentWilsonLowerBound": 0.07629876021467624,
|
|
"running": 0,
|
|
"selectionWeight": 0.17969987459994988,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 39.333333333333336,
|
|
"waiting": 7724
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2149.866666666667,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.8835289095331105,
|
|
"queueFactor": 0.9296887209051385,
|
|
"queueWeight": 0.9296887209051385,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.28888888888888886,
|
|
"recentTerminal": 45,
|
|
"recentWilsonLowerBound": 0.17729918031900158,
|
|
"running": 2,
|
|
"selectionWeight": 0.8214068617865493,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.5,
|
|
"waiting": 16124
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 439.15384615384613,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.7714749136164187,
|
|
"queueFactor": 1.1797956413850448,
|
|
"queueWeight": 1.1797956413850448,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.23076923076923078,
|
|
"recentTerminal": 130,
|
|
"recentWilsonLowerBound": 0.166699568283682,
|
|
"running": 9,
|
|
"selectionWeight": 0.9101827405225548,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.666666666666668,
|
|
"waiting": 9515
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 703.7755102040817,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.8101606927339261,
|
|
"queueFactor": 1.0992188529130738,
|
|
"queueWeight": 1.0992188529130738,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.24489795918367346,
|
|
"recentTerminal": 98,
|
|
"recentWilsonLowerBound": 0.17044853585935213,
|
|
"running": 5,
|
|
"selectionWeight": 0.8905439073422474,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.333333333333332,
|
|
"waiting": 11495
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2160.9166666666665,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.30094151120971285,
|
|
"queueFactor": 0.9289740618930732,
|
|
"queueWeight": 0.9289740618930732,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.18055555555555555,
|
|
"recentTerminal": 72,
|
|
"recentWilsonLowerBound": 0.10866714144495851,
|
|
"running": 5,
|
|
"selectionWeight": 0.2795668580607268,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.0,
|
|
"waiting": 25931
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 3161.657142857143,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.5911901586273962,
|
|
"queueFactor": 0.8774291837083011,
|
|
"queueWeight": 0.8774291837083011,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.37142857142857144,
|
|
"recentTerminal": 35,
|
|
"recentWilsonLowerBound": 0.2316560736889106,
|
|
"running": 2,
|
|
"selectionWeight": 1.3961566820091185,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 5.833333333333333,
|
|
"waiting": 18443
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1738.0677966101694,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9598188703575259,
|
|
"queueWeight": 0.9598188703575259,
|
|
"recentSuccess": 4,
|
|
"recentSuccessRate": 0.06779661016949153,
|
|
"recentTerminal": 59,
|
|
"recentWilsonLowerBound": 0.02667818709839157,
|
|
"running": 16,
|
|
"selectionWeight": 0.0479909435178763,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 9.833333333333334,
|
|
"waiting": 17091
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1593.2666666666667,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 2.128999242841387,
|
|
"queueFactor": 0.9724247870712471,
|
|
"queueWeight": 0.9724247870712471,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.35555555555555557,
|
|
"recentTerminal": 90,
|
|
"recentWilsonLowerBound": 0.26443718167016894,
|
|
"running": 6,
|
|
"selectionWeight": 2.070291635394882,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.0,
|
|
"waiting": 23899
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-18T20:05:33.156407+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-18T20:05:33.156407+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
|
|
}
|