782 lines
25 KiB
JSON
782 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-12T10:48:30.358540+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-12T10:48:30.358540+00:00",
|
|
"frameworkAttemptedAt": "2026-10-12T09:43:25.060206+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 42273,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21005,
|
|
"successRate": 0.49688926738107064,
|
|
"wilsonLowerBound": 0.49212341433982343
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 56639,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15362,
|
|
"successRate": 0.27122654001659635,
|
|
"wilsonLowerBound": 0.2675806334795032
|
|
},
|
|
"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": 4410,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1332,
|
|
"successRate": 0.3020408163265306,
|
|
"wilsonLowerBound": 0.28866649969220165
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 37099,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17450,
|
|
"successRate": 0.4703630825628723,
|
|
"wilsonLowerBound": 0.4652873839827167
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39865,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11026,
|
|
"successRate": 0.27658346920857896,
|
|
"wilsonLowerBound": 0.2722141143110487
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12850,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5383,
|
|
"successRate": 0.41891050583657585,
|
|
"wilsonLowerBound": 0.4104052425109555
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64215,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12096,
|
|
"successRate": 0.18836720392431675,
|
|
"wilsonLowerBound": 0.18536161098715048
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 30205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6546,
|
|
"successRate": 0.21671908624399933,
|
|
"wilsonLowerBound": 0.21210878705651082
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7762,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 107,
|
|
"successRate": 0.013785106931203299,
|
|
"wilsonLowerBound": 0.011421198060138887
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26637,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3272,
|
|
"successRate": 0.12283665577955476,
|
|
"wilsonLowerBound": 0.11894894233195093
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16508,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10152653259025927,
|
|
"wilsonLowerBound": 0.09701149316250736
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 15731,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6202,
|
|
"successRate": 0.39425338503591634,
|
|
"wilsonLowerBound": 0.38664329655306817
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24755,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3806,
|
|
"successRate": 0.15374671783478086,
|
|
"wilsonLowerBound": 0.1493070429127726
|
|
},
|
|
"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": 51933,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13084,
|
|
"successRate": 0.2519399996148884,
|
|
"wilsonLowerBound": 0.24822464001616304
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 24574,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3153,
|
|
"successRate": 0.12830634003418248,
|
|
"wilsonLowerBound": 0.12418293678736665
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87005,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11231538417332337,
|
|
"wilsonLowerBound": 0.1102343450370947
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 46278,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5559,
|
|
"successRate": 0.12012187216387916,
|
|
"wilsonLowerBound": 0.11719131769990553
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 47082,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3664,
|
|
"successRate": 0.07782167282613313,
|
|
"wilsonLowerBound": 0.07543613237428881
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 93846,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23402,
|
|
"successRate": 0.24936598256718454,
|
|
"wilsonLowerBound": 0.24660818502370097
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5564,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 585,
|
|
"successRate": 0.10514018691588785,
|
|
"wilsonLowerBound": 0.09735099919972286
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112861,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16530,
|
|
"successRate": 0.1464633487209931,
|
|
"wilsonLowerBound": 0.1444125699155812
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 99,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.010101010101010102,
|
|
"wilsonLowerBound": 0.001785261320052029
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 23676,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4009,
|
|
"successRate": 0.16932758911978374,
|
|
"wilsonLowerBound": 0.1646040410725962
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43643,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5678,
|
|
"successRate": 0.13010104713241527,
|
|
"wilsonLowerBound": 0.1269773091463848
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8114,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 759,
|
|
"successRate": 0.09354202612768055,
|
|
"wilsonLowerBound": 0.08739694453459554
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 34371,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6813,
|
|
"successRate": 0.1982194291699398,
|
|
"wilsonLowerBound": 0.19403861191187757
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61487,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12423,
|
|
"successRate": 0.20204270821474457,
|
|
"wilsonLowerBound": 0.1988875946519515
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 15704,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4427,
|
|
"successRate": 0.2819026999490576,
|
|
"wilsonLowerBound": 0.2749196222640755
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15374,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3746,
|
|
"successRate": 0.2436581241056329,
|
|
"wilsonLowerBound": 0.23693673395338566
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67803,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18672,
|
|
"successRate": 0.27538604486527146,
|
|
"wilsonLowerBound": 0.27203639083408276
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 971,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 586,
|
|
"successRate": 0.6035015447991761,
|
|
"wilsonLowerBound": 0.5723831431155763
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48409,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21724,
|
|
"successRate": 0.4487595281869074,
|
|
"wilsonLowerBound": 0.44433308788354586
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39810,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4789,
|
|
"successRate": 0.12029640793770409,
|
|
"wilsonLowerBound": 0.11713737400709724
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1080,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 2.1607185889235932e-19
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6287,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030539207889295372,
|
|
"wilsonLowerBound": 0.02656421387260057
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10085,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 761,
|
|
"successRate": 0.07545860188398612,
|
|
"wilsonLowerBound": 0.07046362140369612
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7294,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3205,
|
|
"successRate": 0.4394022484233617,
|
|
"wilsonLowerBound": 0.42804693610403893
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7421,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.033014418541975475,
|
|
"wilsonLowerBound": 0.029184667493337917
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18180,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5397,
|
|
"successRate": 0.2968646864686469,
|
|
"wilsonLowerBound": 0.2902667918990529
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28361,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14503,
|
|
"successRate": 0.5113712492507316,
|
|
"wilsonLowerBound": 0.5055523809690466
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67258,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7175,
|
|
"successRate": 0.10667875940408576,
|
|
"wilsonLowerBound": 0.10436811671281607
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13677,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2277,
|
|
"successRate": 0.16648387804343057,
|
|
"wilsonLowerBound": 0.16033455436947253
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-12T10:48:30.358540+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 949.9106145251397,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.6240415812777795,
|
|
"queueFactor": 0.9861888701560951,
|
|
"queueWeight": 0.9861888701560951,
|
|
"recentSuccess": 43,
|
|
"recentSuccessRate": 0.24022346368715083,
|
|
"recentTerminal": 179,
|
|
"recentWilsonLowerBound": 0.18351598377813166,
|
|
"running": 8,
|
|
"selectionWeight": 1.6016117321268515,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.833333333333332,
|
|
"waiting": 28339
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1226.407894736842,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9491115694140639,
|
|
"queueWeight": 0.9491115694140639,
|
|
"recentSuccess": 44,
|
|
"recentSuccessRate": 0.2894736842105263,
|
|
"recentTerminal": 152,
|
|
"recentWilsonLowerBound": 0.22326967670473707,
|
|
"running": 8,
|
|
"selectionWeight": 2.3727789235351597,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.333333333333332,
|
|
"waiting": 31069
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 167.8134715025907,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.586667868775249,
|
|
"queueFactor": 1.279052835310595,
|
|
"queueWeight": 1.279052835310595,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.16062176165803108,
|
|
"recentTerminal": 193,
|
|
"recentWilsonLowerBound": 0.11552386104400723,
|
|
"running": 8,
|
|
"selectionWeight": 0.7503792009426064,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 32.166666666666664,
|
|
"waiting": 5398
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1247.925,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.3218991234010365,
|
|
"queueFactor": 0.946638656670284,
|
|
"queueWeight": 0.946638656670284,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.15,
|
|
"recentTerminal": 80,
|
|
"recentWilsonLowerBound": 0.08793954037414209,
|
|
"running": 7,
|
|
"selectionWeight": 0.3047221537596992,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.333333333333334,
|
|
"waiting": 16639
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 341.656050955414,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.42374473907766913,
|
|
"queueFactor": 1.149672492726118,
|
|
"queueWeight": 1.149672492726118,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.1464968152866242,
|
|
"recentTerminal": 157,
|
|
"recentWilsonLowerBound": 0.09964370899755831,
|
|
"running": 7,
|
|
"selectionWeight": 0.4871676704550023,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.166666666666668,
|
|
"waiting": 8940
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 43.77777777777778,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 4,
|
|
"recentSuccessRate": 0.008714596949891068,
|
|
"recentTerminal": 459,
|
|
"recentWilsonLowerBound": 0.0033939516107469483,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 76.5,
|
|
"waiting": 3349
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 151.46762589928056,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.30480159714907895,
|
|
"queueFactor": 1.2988665583083925,
|
|
"queueWeight": 1.2988665583083925,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.11870503597122302,
|
|
"recentTerminal": 278,
|
|
"recentWilsonLowerBound": 0.08578479197757367,
|
|
"running": 4,
|
|
"selectionWeight": 0.3958966014559253,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 46.333333333333336,
|
|
"waiting": 7018
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 1824.7058823529412,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.6943519817540333,
|
|
"queueFactor": 0.8941977591103212,
|
|
"queueWeight": 0.8941977591103212,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.29411764705882354,
|
|
"recentTerminal": 51,
|
|
"recentWilsonLowerBound": 0.1870856524031203,
|
|
"running": 2,
|
|
"selectionWeight": 1.5150857452285884,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.5,
|
|
"waiting": 15510
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 336.7450980392157,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.5031438428465713,
|
|
"queueFactor": 1.1521719968060289,
|
|
"queueWeight": 1.1521719968060289,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.1568627450980392,
|
|
"recentTerminal": 153,
|
|
"recentWilsonLowerBound": 0.10773416494874159,
|
|
"running": 8,
|
|
"selectionWeight": 0.5797082460931928,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.5,
|
|
"waiting": 8587
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 522.829268292683,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 1.1276174885154537,
|
|
"queueFactor": 1.0785953018236651,
|
|
"queueWeight": 1.0785953018236651,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.21951219512195122,
|
|
"recentTerminal": 123,
|
|
"recentWilsonLowerBound": 0.1554740213505587,
|
|
"running": 4,
|
|
"selectionWeight": 1.216242925366969,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.5,
|
|
"waiting": 10718
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2016.8108108108106,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 1.6004792764059947,
|
|
"queueFactor": 0.8808718549186708,
|
|
"queueWeight": 0.8808718549186708,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.2702702702702703,
|
|
"recentTerminal": 74,
|
|
"recentWilsonLowerBound": 0.18230091797074338,
|
|
"running": 4,
|
|
"selectionWeight": 1.4098171489666407,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.333333333333334,
|
|
"waiting": 24874
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1914.8727272727274,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.4449068616120736,
|
|
"queueFactor": 0.8877517169807589,
|
|
"queueWeight": 0.8877517169807589,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.18181818181818182,
|
|
"recentTerminal": 55,
|
|
"recentWilsonLowerBound": 0.10187561448030713,
|
|
"running": 2,
|
|
"selectionWeight": 0.39496683029263924,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 9.166666666666666,
|
|
"waiting": 17553
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 781.685950413223,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.1592773298906473,
|
|
"queueFactor": 1.0154479380287773,
|
|
"queueWeight": 1.0154479380287773,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.10743801652892562,
|
|
"recentTerminal": 121,
|
|
"recentWilsonLowerBound": 0.06386907603931685,
|
|
"running": 16,
|
|
"selectionWeight": 0.16173783621218715,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.166666666666668,
|
|
"waiting": 15764
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1047.2268907563025,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 2.067533930782188,
|
|
"queueFactor": 0.9718660027678254,
|
|
"queueWeight": 0.9718660027678254,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.2773109243697479,
|
|
"recentTerminal": 119,
|
|
"recentWilsonLowerBound": 0.20480261028046137,
|
|
"running": 6,
|
|
"selectionWeight": 2.0093659368961347,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.833333333333332,
|
|
"waiting": 20770
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-12T10:48:30.358540+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-12T10:48:30.358540+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b4",
|
|
"Ascend_910-b3",
|
|
"hygon_k100-ai",
|
|
"MetaX_c-500",
|
|
"Sunrise_pt-200-x1",
|
|
"Biren_166m",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|