782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-09T13:23:26.873344+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-09T13:23:26.873344+00:00",
|
|
"frameworkAttemptedAt": "2026-10-09T13:00:34.262270+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 41768,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20661,
|
|
"successRate": 0.4946609844857307,
|
|
"wilsonLowerBound": 0.48986679683383055
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 55945,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15281,
|
|
"successRate": 0.27314326570739117,
|
|
"wilsonLowerBound": 0.269466652283586
|
|
},
|
|
"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": 4157,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1250,
|
|
"successRate": 0.3006976184748617,
|
|
"wilsonLowerBound": 0.28694682591822473
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 36553,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17092,
|
|
"successRate": 0.46759499904248625,
|
|
"wilsonLowerBound": 0.4624836141235629
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39559,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 10979,
|
|
"successRate": 0.27753482140600116,
|
|
"wilsonLowerBound": 0.2731439228545986
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12384,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5205,
|
|
"successRate": 0.42030038759689925,
|
|
"wilsonLowerBound": 0.4116326692136788
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64209,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12096,
|
|
"successRate": 0.18838480586833622,
|
|
"wilsonLowerBound": 0.18537896383119834
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 28599,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6214,
|
|
"successRate": 0.21728032448687018,
|
|
"wilsonLowerBound": 0.2125388395927366
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7580,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 103,
|
|
"successRate": 0.013588390501319261,
|
|
"wilsonLowerBound": 0.011217458497061716
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26590,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3267,
|
|
"successRate": 0.12286573899962391,
|
|
"wilsonLowerBound": 0.11897423335077327
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16504,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10155113911778962,
|
|
"wilsonLowerBound": 0.09703506300045812
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 15159,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6012,
|
|
"successRate": 0.39659608153572135,
|
|
"wilsonLowerBound": 0.38883570398823947
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24690,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3805,
|
|
"successRate": 0.1541109761036857,
|
|
"wilsonLowerBound": 0.14966111926152778
|
|
},
|
|
"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": 50821,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12759,
|
|
"successRate": 0.2510576336553787,
|
|
"wilsonLowerBound": 0.24730651050184307
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 23826,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3125,
|
|
"successRate": 0.13115923780743724,
|
|
"wilsonLowerBound": 0.12693215912231412
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 86955,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9771,
|
|
"successRate": 0.11236846644816284,
|
|
"wilsonLowerBound": 0.11028639856964279
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 45739,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5507,
|
|
"successRate": 0.12040053346159732,
|
|
"wilsonLowerBound": 0.1174499437836125
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 45461,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3645,
|
|
"successRate": 0.08017861463672159,
|
|
"wilsonLowerBound": 0.07771752161309667
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 92297,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23022,
|
|
"successRate": 0.2494338927592446,
|
|
"wilsonLowerBound": 0.24665288026163554
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5504,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 582,
|
|
"successRate": 0.10574127906976744,
|
|
"wilsonLowerBound": 0.09789043011138934
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112842,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16530,
|
|
"successRate": 0.14648800978359122,
|
|
"wilsonLowerBound": 0.14443691464978353
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 7,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.14285714285714285,
|
|
"wilsonLowerBound": 0.02567895594897479
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 22711,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3938,
|
|
"successRate": 0.17339615164457753,
|
|
"wilsonLowerBound": 0.1685276266165374
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43585,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5671,
|
|
"successRate": 0.13011357118274636,
|
|
"wilsonLowerBound": 0.1269876467263019
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7879,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 733,
|
|
"successRate": 0.09303211067394339,
|
|
"wilsonLowerBound": 0.08681487947522577
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 33963,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6657,
|
|
"successRate": 0.1960074198392368,
|
|
"wilsonLowerBound": 0.19181992794571476
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61465,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12418,
|
|
"successRate": 0.20203367770275768,
|
|
"wilsonLowerBound": 0.1988780564249961
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 14615,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4166,
|
|
"successRate": 0.2850496065685939,
|
|
"wilsonLowerBound": 0.2777877837542779
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15166,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3714,
|
|
"successRate": 0.2448898852696822,
|
|
"wilsonLowerBound": 0.23811103334217604
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67025,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18473,
|
|
"successRate": 0.2756135770234987,
|
|
"wilsonLowerBound": 0.27224373467711444
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 796,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 483,
|
|
"successRate": 0.6067839195979899,
|
|
"wilsonLowerBound": 0.5724149687395196
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48185,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21563,
|
|
"successRate": 0.4475044100861264,
|
|
"wilsonLowerBound": 0.44306897205892076
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39367,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4645,
|
|
"successRate": 0.11799222699215078,
|
|
"wilsonLowerBound": 0.114842653406933
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1024,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6286,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030544066178810055,
|
|
"wilsonLowerBound": 0.02656844784963345
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10076,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 758,
|
|
"successRate": 0.07522826518459706,
|
|
"wilsonLowerBound": 0.0702384412979034
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7120,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3113,
|
|
"successRate": 0.4372191011235955,
|
|
"wilsonLowerBound": 0.42573381629266266
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7414,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 244,
|
|
"successRate": 0.03291070946857297,
|
|
"wilsonLowerBound": 0.02908547252009685
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17239,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5125,
|
|
"successRate": 0.2972910261616103,
|
|
"wilsonLowerBound": 0.2905137470309807
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28058,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14324,
|
|
"successRate": 0.5105139354194882,
|
|
"wilsonLowerBound": 0.5046636261096886
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 66822,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7087,
|
|
"successRate": 0.10605788512765257,
|
|
"wilsonLowerBound": 0.10374583489873253
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13492,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2181,
|
|
"successRate": 0.16165134894752445,
|
|
"wilsonLowerBound": 0.1555359626544916
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-09T13:23:26.873344+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1126.1632653061224,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.2081460994842745,
|
|
"queueFactor": 0.9593387571391014,
|
|
"queueWeight": 0.9593387571391014,
|
|
"recentSuccess": 44,
|
|
"recentSuccessRate": 0.29931972789115646,
|
|
"recentTerminal": 147,
|
|
"recentWilsonLowerBound": 0.23116798348527112,
|
|
"running": 8,
|
|
"selectionWeight": 1.159021377521697,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.5,
|
|
"waiting": 27591
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1499.9504132231405,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9189685706736022,
|
|
"queueWeight": 0.9189685706736022,
|
|
"recentSuccess": 49,
|
|
"recentSuccessRate": 0.4049586776859504,
|
|
"recentTerminal": 121,
|
|
"recentWilsonLowerBound": 0.3217232751784564,
|
|
"running": 8,
|
|
"selectionWeight": 2.2974214266840054,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.166666666666668,
|
|
"waiting": 30249
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 264.05882352941177,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.4460543861600899,
|
|
"queueFactor": 1.1924964399381837,
|
|
"queueWeight": 1.1924964399381837,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.21568627450980393,
|
|
"recentTerminal": 102,
|
|
"recentWilsonLowerBound": 0.14697094402656705,
|
|
"running": 8,
|
|
"selectionWeight": 0.531918267514719,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 17.0,
|
|
"waiting": 4489
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1255.6708860759495,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.9030276560282191,
|
|
"queueFactor": 0.9438018407902291,
|
|
"queueWeight": 0.9438018407902291,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.2911392405063291,
|
|
"recentTerminal": 79,
|
|
"recentWilsonLowerBound": 0.2025185332205674,
|
|
"running": 9,
|
|
"selectionWeight": 0.852279164043919,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.166666666666666,
|
|
"waiting": 16533
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 426.8031496062992,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.3059121845683987,
|
|
"queueFactor": 1.1096296464024402,
|
|
"queueWeight": 1.1096296464024402,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.18110236220472442,
|
|
"recentTerminal": 127,
|
|
"recentWilsonLowerBound": 0.12381720937688437,
|
|
"running": 7,
|
|
"selectionWeight": 0.33944922919283027,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 21.166666666666668,
|
|
"waiting": 9034
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 141.36170212765958,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.05673758865248227,
|
|
"recentTerminal": 141,
|
|
"recentWilsonLowerBound": 0.02902676376760057,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 23.5,
|
|
"waiting": 3322
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 229.88571428571427,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.519121047668477,
|
|
"queueFactor": 1.2175460503494142,
|
|
"queueWeight": 1.2175460503494142,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.21142857142857144,
|
|
"recentTerminal": 175,
|
|
"recentWilsonLowerBound": 0.1574625617081521,
|
|
"running": 6,
|
|
"selectionWeight": 0.6320537812420042,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.166666666666668,
|
|
"waiting": 6705
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2066.133333333333,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.06815438573119205,
|
|
"queueFactor": 0.8758675614159158,
|
|
"queueWeight": 0.8758675614159158,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.13333333333333333,
|
|
"recentTerminal": 45,
|
|
"recentWilsonLowerBound": 0.06257063634349681,
|
|
"running": 2,
|
|
"selectionWeight": 0.05969421563017887,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 7.5,
|
|
"waiting": 15496
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 372.54545454545456,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.23406230826060764,
|
|
"queueFactor": 1.1324924188810797,
|
|
"queueWeight": 1.1324924188810797,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.16083916083916083,
|
|
"recentTerminal": 143,
|
|
"recentWilsonLowerBound": 0.1096309434798486,
|
|
"running": 8,
|
|
"selectionWeight": 0.26507378965094447,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 23.833333333333332,
|
|
"waiting": 8879
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 577.6607142857142,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.40663672725735517,
|
|
"queueFactor": 1.0603793676299536,
|
|
"queueWeight": 1.0603793676299536,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.20535714285714285,
|
|
"recentTerminal": 112,
|
|
"recentWilsonLowerBound": 0.1409182677957109,
|
|
"running": 4,
|
|
"selectionWeight": 0.43118919570426817,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 18.666666666666668,
|
|
"waiting": 10783
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1795.6,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.090886931165353,
|
|
"queueFactor": 0.8945008431607236,
|
|
"queueWeight": 0.8945008431607236,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.4,
|
|
"recentTerminal": 75,
|
|
"recentWilsonLowerBound": 0.296623430781706,
|
|
"running": 5,
|
|
"selectionWeight": 1.8703001228811462,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.5,
|
|
"waiting": 22445
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2477.1428571428573,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.852353081933806,
|
|
"queueWeight": 0.852353081933806,
|
|
"recentSuccess": 5,
|
|
"recentSuccessRate": 0.11904761904761904,
|
|
"recentTerminal": 42,
|
|
"recentWilsonLowerBound": 0.05193726765019085,
|
|
"running": 2,
|
|
"selectionWeight": 0.0426176540966903,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 7.0,
|
|
"waiting": 17340
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 581.6666666666666,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.6182844164998295,
|
|
"queueFactor": 1.0592807188947555,
|
|
"queueWeight": 1.0592807188947555,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.22839506172839505,
|
|
"recentTerminal": 162,
|
|
"recentWilsonLowerBound": 0.17048502995507953,
|
|
"running": 16,
|
|
"selectionWeight": 0.6549367611913638,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.0,
|
|
"waiting": 15705
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1323.8863636363637,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 1.8573616930975674,
|
|
"queueFactor": 0.9363421793302904,
|
|
"queueWeight": 0.9363421793302904,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.375,
|
|
"recentTerminal": 88,
|
|
"recentWilsonLowerBound": 0.2810776628624691,
|
|
"running": 6,
|
|
"selectionWeight": 1.7391260955195742,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.666666666666666,
|
|
"waiting": 19417
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-09T13:19:47.485528+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-09T13:19:47.485528+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Kunlunxin_p-800",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b4",
|
|
"Ascend_910-b3",
|
|
"hygon_k100-ai",
|
|
"MetaX_c-500",
|
|
"Biren_166m",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|