782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-15T12:25:31.472483+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-15T12:25:31.472483+00:00",
|
|
"frameworkAttemptedAt": "2026-10-15T10:04:03.560943+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 42783,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21353,
|
|
"successRate": 0.49910010985671877,
|
|
"wilsonLowerBound": 0.4943624611900951
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 57319,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15428,
|
|
"successRate": 0.26916031333414747,
|
|
"wilsonLowerBound": 0.26554489650788204
|
|
},
|
|
"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": 4703,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1446,
|
|
"successRate": 0.3074633212842866,
|
|
"wilsonLowerBound": 0.29443667758718695
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 37598,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17790,
|
|
"successRate": 0.47316346614181604,
|
|
"wilsonLowerBound": 0.4681196516116212
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40164,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11060,
|
|
"successRate": 0.27537097898615676,
|
|
"wilsonLowerBound": 0.2710238950108356
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 13291,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5544,
|
|
"successRate": 0.4171243698743511,
|
|
"wilsonLowerBound": 0.4087665229782613
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64224,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12096,
|
|
"successRate": 0.18834080717488788,
|
|
"wilsonLowerBound": 0.18533558781219897
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 31963,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6841,
|
|
"successRate": 0.214028720708319,
|
|
"wilsonLowerBound": 0.2095667563348102
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8043,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 112,
|
|
"successRate": 0.01392515230635335,
|
|
"wilsonLowerBound": 0.011586368546667735
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26695,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3284,
|
|
"successRate": 0.12301929200224761,
|
|
"wilsonLowerBound": 0.11913320392568895
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16512,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10150193798449612,
|
|
"wilsonLowerBound": 0.09698793477280081
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 16316,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6400,
|
|
"successRate": 0.39225300318705564,
|
|
"wilsonLowerBound": 0.3847872740651274
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24792,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3808,
|
|
"successRate": 0.15359793481768313,
|
|
"wilsonLowerBound": 0.14916333504402315
|
|
},
|
|
"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": 53099,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13379,
|
|
"successRate": 0.25196331381005294,
|
|
"wilsonLowerBound": 0.24828865610058437
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 24855,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3160,
|
|
"successRate": 0.1271373969020318,
|
|
"wilsonLowerBound": 0.123053426266947
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87049,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11225861296511161,
|
|
"wilsonLowerBound": 0.11017856112427203
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 47345,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5609,
|
|
"successRate": 0.11847079945083958,
|
|
"wilsonLowerBound": 0.11559070246803017
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 48784,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3737,
|
|
"successRate": 0.07660298458510988,
|
|
"wilsonLowerBound": 0.07427605875130663
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94352,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23659,
|
|
"successRate": 0.25075250127183313,
|
|
"wilsonLowerBound": 0.2479969184515606
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5603,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 588,
|
|
"successRate": 0.10494378011779404,
|
|
"wilsonLowerBound": 0.09718756446280946
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112886,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16536,
|
|
"successRate": 0.1464840635685559,
|
|
"wilsonLowerBound": 0.14443338900842817
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 187,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 24233,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4058,
|
|
"successRate": 0.16745759914166633,
|
|
"wilsonLowerBound": 0.16280919193024207
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43875,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5692,
|
|
"successRate": 0.12973219373219375,
|
|
"wilsonLowerBound": 0.12662047042863703
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8277,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 793,
|
|
"successRate": 0.09580765978011357,
|
|
"wilsonLowerBound": 0.08965298021986377
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 34810,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6927,
|
|
"successRate": 0.1989945417983338,
|
|
"wilsonLowerBound": 0.19483372195486917
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61525,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12425,
|
|
"successRate": 0.20195042665583096,
|
|
"wilsonLowerBound": 0.19879682876794846
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 16811,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4739,
|
|
"successRate": 0.28189875676640297,
|
|
"wilsonLowerBound": 0.2751477734102461
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15715,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3802,
|
|
"successRate": 0.24193445752465798,
|
|
"wilsonLowerBound": 0.2353022693910423
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68591,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18869,
|
|
"successRate": 0.27509440013996006,
|
|
"wilsonLowerBound": 0.2717650836484801
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1184,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 710,
|
|
"successRate": 0.5996621621621622,
|
|
"wilsonLowerBound": 0.5714739813089955
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48487,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.448161362839524,
|
|
"wilsonLowerBound": 0.44373907986982897
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40283,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4948,
|
|
"successRate": 0.12283097088101681,
|
|
"wilsonLowerBound": 0.11966142444635745
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1129,
|
|
"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": 10093,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 763,
|
|
"successRate": 0.07559694838006539,
|
|
"wilsonLowerBound": 0.07059950132152285
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7501,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3288,
|
|
"successRate": 0.4383415544594054,
|
|
"wilsonLowerBound": 0.4271470012500141
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7425,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.032996632996632996,
|
|
"wilsonLowerBound": 0.029168915973438132
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18744,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5472,
|
|
"successRate": 0.2919334186939821,
|
|
"wilsonLowerBound": 0.28546773624899396
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28649,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14663,
|
|
"successRate": 0.5118154211316276,
|
|
"wilsonLowerBound": 0.5060259379112857
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67722,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7268,
|
|
"successRate": 0.10732110687811937,
|
|
"wilsonLowerBound": 0.10501213048402562
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13882,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2376,
|
|
"successRate": 0.17115689381933438,
|
|
"wilsonLowerBound": 0.16498246563246927
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-15T12:25:31.472483+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 841.5979899497488,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.39861458717066767,
|
|
"queueFactor": 1.0168613458674107,
|
|
"queueWeight": 1.0168613458674107,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.15577889447236182,
|
|
"recentTerminal": 199,
|
|
"recentWilsonLowerBound": 0.11196725210721599,
|
|
"running": 9,
|
|
"selectionWeight": 0.4053357655927474,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 33.166666666666664,
|
|
"waiting": 27913
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1060.9887640449438,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.4235434727177227,
|
|
"queueFactor": 0.9821341776058674,
|
|
"queueWeight": 0.9821341776058674,
|
|
"recentSuccess": 46,
|
|
"recentSuccessRate": 0.25842696629213485,
|
|
"recentTerminal": 178,
|
|
"recentWilsonLowerBound": 0.19969708386826843,
|
|
"running": 8,
|
|
"selectionWeight": 1.3981106978638211,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.666666666666668,
|
|
"waiting": 31476
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 129.26582278481013,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.16982047389776142,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.10970464135021098,
|
|
"recentTerminal": 237,
|
|
"recentWilsonLowerBound": 0.07597194225001143,
|
|
"running": 8,
|
|
"selectionWeight": 0.22076661606708986,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 39.5,
|
|
"waiting": 5106
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1059.5257731958761,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.47046907662980303,
|
|
"queueFactor": 0.9823374776387234,
|
|
"queueWeight": 0.9823374776387234,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.18556701030927836,
|
|
"recentTerminal": 97,
|
|
"recentWilsonLowerBound": 0.12072806645374706,
|
|
"running": 7,
|
|
"selectionWeight": 0.46215940604353994,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.166666666666668,
|
|
"waiting": 17129
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 354.343949044586,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.3852444156423033,
|
|
"queueFactor": 1.1577470659022877,
|
|
"queueWeight": 1.1577470659022877,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.1592356687898089,
|
|
"recentTerminal": 157,
|
|
"recentWilsonLowerBound": 0.11024428742650352,
|
|
"running": 8,
|
|
"selectionWeight": 0.446015591865118,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.166666666666668,
|
|
"waiting": 9272
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 42.97058823529412,
|
|
"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": 0.0273109243697479,
|
|
"recentTerminal": 476,
|
|
"recentWilsonLowerBound": 0.01602873418280293,
|
|
"running": 27,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 79.33333333333333,
|
|
"waiting": 3409
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 118.53619302949062,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.17708858053736315,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 39,
|
|
"recentSuccessRate": 0.10455764075067024,
|
|
"recentTerminal": 373,
|
|
"recentWilsonLowerBound": 0.07743301823135212,
|
|
"running": 10,
|
|
"selectionWeight": 0.2302151546985721,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 62.166666666666664,
|
|
"waiting": 7369
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2541.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.755325654565298,
|
|
"queueFactor": 0.861542572002207,
|
|
"queueWeight": 0.861542572002207,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.2631578947368421,
|
|
"recentTerminal": 38,
|
|
"recentWilsonLowerBound": 0.14971462389701298,
|
|
"running": 3,
|
|
"selectionWeight": 0.6507452071334373,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.333333333333333,
|
|
"waiting": 16093
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 400.8721804511278,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.5022281293499296,
|
|
"queueFactor": 1.136518617629913,
|
|
"queueWeight": 1.136518617629913,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.18045112781954886,
|
|
"recentTerminal": 133,
|
|
"recentWilsonLowerBound": 0.12436657584839936,
|
|
"running": 8,
|
|
"selectionWeight": 0.570791619303639,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.166666666666668,
|
|
"waiting": 8886
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 455.3061224489796,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.21365443197708345,
|
|
"queueFactor": 1.1150181033880615,
|
|
"queueWeight": 1.1150181033880615,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.1292517006802721,
|
|
"recentTerminal": 147,
|
|
"recentWilsonLowerBound": 0.08432985363284275,
|
|
"running": 4,
|
|
"selectionWeight": 0.2382285595235412,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.5,
|
|
"waiting": 11155
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2421.5625,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.6017869209531225,
|
|
"queueFactor": 0.8677868999847181,
|
|
"queueWeight": 0.8677868999847181,
|
|
"recentSuccess": 14,
|
|
"recentSuccessRate": 0.21875,
|
|
"recentTerminal": 64,
|
|
"recentWilsonLowerBound": 0.13502197461349752,
|
|
"running": 5,
|
|
"selectionWeight": 0.5222228065852588,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 10.666666666666666,
|
|
"waiting": 25830
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2620.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.43956654597747646,
|
|
"queueFactor": 0.8575950161170831,
|
|
"queueWeight": 0.8575950161170831,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.21428571428571427,
|
|
"recentTerminal": 42,
|
|
"recentWilsonLowerBound": 0.11705668531051239,
|
|
"running": 2,
|
|
"selectionWeight": 0.37697007908208446,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.0,
|
|
"waiting": 18340
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1040.0842105263157,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.985070167134691,
|
|
"queueWeight": 0.985070167134691,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.06315789473684211,
|
|
"recentTerminal": 95,
|
|
"recentWilsonLowerBound": 0.02926448953808083,
|
|
"running": 16,
|
|
"selectionWeight": 0.04925350835673455,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 15.833333333333334,
|
|
"waiting": 16468
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1683.113924050633,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9164534600825172,
|
|
"queueWeight": 0.9164534600825172,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.35443037974683544,
|
|
"recentTerminal": 79,
|
|
"recentWilsonLowerBound": 0.2579524012236301,
|
|
"running": 6,
|
|
"selectionWeight": 2.2911336502062927,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.166666666666666,
|
|
"waiting": 22161
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-15T12:25:31.472483+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-15T12:25:31.472483+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_bi-150",
|
|
"Biren_166m",
|
|
"Ascend_910-b4",
|
|
"hygon_k100-ai",
|
|
"MetaX_c-500",
|
|
"Ascend_910-b3",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|