791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-18T09:11:39.764978+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-18T09:11:39.764978+00:00",
|
|
"frameworkAttemptedAt": "2026-10-18T09:11:39.764978+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43314,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21716,
|
|
"successRate": 0.5013621461882994,
|
|
"wilsonLowerBound": 0.4966534333946274
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 57886,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15499,
|
|
"successRate": 0.26775040597035554,
|
|
"wilsonLowerBound": 0.26415875711527076
|
|
},
|
|
"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": 5021,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1572,
|
|
"successRate": 0.31308504282015537,
|
|
"wilsonLowerBound": 0.3004045047197629
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38187,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18181,
|
|
"successRate": 0.4761044334459371,
|
|
"wilsonLowerBound": 0.4710978492047495
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40410,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11097,
|
|
"successRate": 0.27461024498886416,
|
|
"wilsonLowerBound": 0.2702801561671496
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 13819,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5744,
|
|
"successRate": 0.4156595991026847,
|
|
"wilsonLowerBound": 0.4074670272383909
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64252,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.18828985868144182,
|
|
"wilsonLowerBound": 0.18528560720774626
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 33687,
|
|
"officialConfigError": "malformed_command_argv",
|
|
"officialConfigValid": false,
|
|
"successCount": 7203,
|
|
"successRate": 0.21382135541900438,
|
|
"wilsonLowerBound": 0.2094757590498546
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8227,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 115,
|
|
"successRate": 0.013978363923665978,
|
|
"wilsonLowerBound": 0.011658754515446134
|
|
}
|
|
},
|
|
"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": 16518,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10146506841021916,
|
|
"wilsonLowerBound": 0.09695261863545855
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 16961,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6597,
|
|
"successRate": 0.3889511231649077,
|
|
"wilsonLowerBound": 0.3816401026175438
|
|
}
|
|
},
|
|
"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": 54299,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13663,
|
|
"successRate": 0.2516252601337041,
|
|
"wilsonLowerBound": 0.2479928846091075
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25078,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3174,
|
|
"successRate": 0.12656511683547333,
|
|
"wilsonLowerBound": 0.12250711646179367
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87103,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11218901759985304,
|
|
"wilsonLowerBound": 0.11011017616850316
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 48704,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5654,
|
|
"successRate": 0.11608902759526939,
|
|
"wilsonLowerBound": 0.11327431457685827
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 50483,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3781,
|
|
"successRate": 0.07489649981181784,
|
|
"wilsonLowerBound": 0.07263250750564873
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94759,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23850,
|
|
"successRate": 0.251691132240737,
|
|
"wilsonLowerBound": 0.2489379857427481
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 111,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5658,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 590,
|
|
"successRate": 0.10427712972781902,
|
|
"wilsonLowerBound": 0.09658026963903035
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112900,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16538,
|
|
"successRate": 0.14648361381753763,
|
|
"wilsonLowerBound": 0.14443306829906974
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 268,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.0037313432835820895,
|
|
"wilsonLowerBound": 0.0006589607036626342
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25185,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4136,
|
|
"successRate": 0.1642247369465952,
|
|
"wilsonLowerBound": 0.1597003976011625
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44237,
|
|
"officialConfigError": "malformed_command_argv",
|
|
"officialConfigValid": false,
|
|
"successCount": 5713,
|
|
"successRate": 0.12914528562063432,
|
|
"wilsonLowerBound": 0.12605227571300318
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8411,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 812,
|
|
"successRate": 0.09654024491737011,
|
|
"wilsonLowerBound": 0.09041156810614799
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35280,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7069,
|
|
"successRate": 0.20036848072562358,
|
|
"wilsonLowerBound": 0.19622432909110996
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61546,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12429,
|
|
"successRate": 0.20194651155233484,
|
|
"wilsonLowerBound": 0.19879347174403517
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17756,
|
|
"officialConfigError": "malformed_command_argv",
|
|
"officialConfigValid": false,
|
|
"successCount": 5022,
|
|
"successRate": 0.28283397161522866,
|
|
"wilsonLowerBound": 0.2762569042451853
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16012,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3864,
|
|
"successRate": 0.24131901074194353,
|
|
"wilsonLowerBound": 0.23475392702623885
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69185,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19033,
|
|
"successRate": 0.27510298475102984,
|
|
"wilsonLowerBound": 0.27178790404958786
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1456,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 863,
|
|
"successRate": 0.5927197802197802,
|
|
"wilsonLowerBound": 0.5672703093198828
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48560,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.44748764415156506,
|
|
"wilsonLowerBound": 0.4430693650407761
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40787,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5106,
|
|
"successRate": 0.12518694682129108,
|
|
"wilsonLowerBound": 0.1220105226719751
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1188,
|
|
"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": 7671,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3368,
|
|
"successRate": 0.43905618563420673,
|
|
"wilsonLowerBound": 0.4279836295757484
|
|
}
|
|
},
|
|
"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": 19287,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5550,
|
|
"successRate": 0.2877585938715197,
|
|
"wilsonLowerBound": 0.2814120825886149
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28895,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14793,
|
|
"successRate": 0.5119570860010383,
|
|
"wilsonLowerBound": 0.5061923235259954
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68138,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7346,
|
|
"successRate": 0.10781061962487892,
|
|
"wilsonLowerBound": 0.10550395233007082
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14112,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2479,
|
|
"successRate": 0.17566609977324263,
|
|
"wilsonLowerBound": 0.1694760795955767
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-18T09:11:39.764978+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1153.8461538461538,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.2387143304411865,
|
|
"queueFactor": 1.0166925046286013,
|
|
"queueWeight": 1.0166925046286013,
|
|
"recentSuccess": 46,
|
|
"recentSuccessRate": 0.32167832167832167,
|
|
"recentTerminal": 143,
|
|
"recentWilsonLowerBound": 0.2506451111483804,
|
|
"running": 8,
|
|
"selectionWeight": 1.2593915751355909,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.833333333333332,
|
|
"waiting": 27500
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1423.7910447761194,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9851330044400479,
|
|
"queueWeight": 0.9851330044400479,
|
|
"recentSuccess": 57,
|
|
"recentSuccessRate": 0.4253731343283582,
|
|
"recentTerminal": 134,
|
|
"recentWilsonLowerBound": 0.34489066618661857,
|
|
"running": 8,
|
|
"selectionWeight": 2.4628325111001197,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.333333333333332,
|
|
"waiting": 31798
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 154.9060773480663,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.28294080963353363,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.17679558011049723,
|
|
"recentTerminal": 181,
|
|
"recentWilsonLowerBound": 0.12810625713495155,
|
|
"running": 8,
|
|
"selectionWeight": 0.3678230525235937,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 30.166666666666668,
|
|
"waiting": 4673
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1423.12,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.26863498666797314,
|
|
"queueFactor": 0.9852026685495179,
|
|
"queueWeight": 0.9852026685495179,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.2,
|
|
"recentTerminal": 75,
|
|
"recentWilsonLowerBound": 0.12512038203120296,
|
|
"running": 7,
|
|
"selectionWeight": 0.2646599057310513,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 12.5,
|
|
"waiting": 17789
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 417.5744680851064,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.20733601612453145,
|
|
"queueFactor": 1.184136361661013,
|
|
"queueWeight": 1.184136361661013,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.16312056737588654,
|
|
"recentTerminal": 141,
|
|
"recentWilsonLowerBound": 0.11122367287919478,
|
|
"running": 7,
|
|
"selectionWeight": 0.2455141157749918,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 23.5,
|
|
"waiting": 9813
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 73.61454545454545,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.04727272727272727,
|
|
"recentTerminal": 275,
|
|
"recentWilsonLowerBound": 0.027831328647476103,
|
|
"running": 13,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 45.833333333333336,
|
|
"waiting": 3374
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 368.35200000000003,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 1.688841351814234,
|
|
"queueFactor": 1.2066250938922494,
|
|
"queueWeight": 1.2066250938922494,
|
|
"recentSuccess": 46,
|
|
"recentSuccessRate": 0.368,
|
|
"recentTerminal": 125,
|
|
"recentWilsonLowerBound": 0.2885686171370214,
|
|
"running": 9,
|
|
"selectionWeight": 2.0377983547019634,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.833333333333332,
|
|
"waiting": 7674
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 1713.75,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.4313330042749812,
|
|
"queueFactor": 0.9581195187119583,
|
|
"queueWeight": 0.9581195187119583,
|
|
"recentSuccess": 14,
|
|
"recentSuccessRate": 0.25,
|
|
"recentTerminal": 56,
|
|
"recentWilsonLowerBound": 0.1551691522297384,
|
|
"running": 2,
|
|
"selectionWeight": 0.41326857046052806,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 9.333333333333334,
|
|
"waiting": 15995
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 464.758064516129,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.6131875715324874,
|
|
"queueFactor": 1.1652732251973243,
|
|
"queueWeight": 1.1652732251973243,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.25,
|
|
"recentTerminal": 124,
|
|
"recentWilsonLowerBound": 0.18207534390170776,
|
|
"running": 8,
|
|
"selectionWeight": 0.7145310591305766,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.666666666666668,
|
|
"waiting": 9605
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 625.309090909091,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.6154526908377775,
|
|
"queueFactor": 1.1145449705644928,
|
|
"queueWeight": 1.1145449705644928,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.2545454545454545,
|
|
"recentTerminal": 110,
|
|
"recentWilsonLowerBound": 0.18238075813593077,
|
|
"running": 4,
|
|
"selectionWeight": 0.6859497011936286,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.333333333333332,
|
|
"waiting": 11464
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1571.4545454545455,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.07655327403420335,
|
|
"queueFactor": 0.9706586616281947,
|
|
"queueWeight": 0.9706586616281947,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.12121212121212122,
|
|
"recentTerminal": 99,
|
|
"recentWilsonLowerBound": 0.0707148172409798,
|
|
"running": 5,
|
|
"selectionWeight": 0.07430709851729625,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 16.5,
|
|
"waiting": 25929
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2694.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.4422867086840142,
|
|
"queueFactor": 0.8952661602754293,
|
|
"queueWeight": 0.8952661602754293,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.2682926829268293,
|
|
"recentTerminal": 41,
|
|
"recentWilsonLowerBound": 0.15694805281336685,
|
|
"running": 2,
|
|
"selectionWeight": 0.39596432342439475,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.833333333333333,
|
|
"waiting": 18409
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1755.6842105263158,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05486706093092697,
|
|
"queueFactor": 0.9546514737063159,
|
|
"queueWeight": 0.9546514737063159,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.12280701754385964,
|
|
"recentTerminal": 57,
|
|
"recentWilsonLowerBound": 0.060779830035075,
|
|
"running": 16,
|
|
"selectionWeight": 0.05237892057564366,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 9.5,
|
|
"waiting": 16679
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1642.6896551724137,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.9568431027744586,
|
|
"queueFactor": 0.9642252042860919,
|
|
"queueWeight": 0.9642252042860919,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.3103448275862069,
|
|
"recentTerminal": 87,
|
|
"recentWilsonLowerBound": 0.22289014167438978,
|
|
"running": 6,
|
|
"selectionWeight": 0.9226122362424404,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.5,
|
|
"waiting": 23819
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-18T09:11:39.764978+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-18T09:11:39.764978+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
|
|
}
|