782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-12T03:57:44.858393+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-12T03:57:44.858393+00:00",
|
|
"frameworkAttemptedAt": "2026-10-11T22:44:53.895191+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 42189,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20945,
|
|
"successRate": 0.4964564222901704,
|
|
"wilsonLowerBound": 0.4916858947100369
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 56521,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15350,
|
|
"successRate": 0.2715804745138975,
|
|
"wilsonLowerBound": 0.26792925664713285
|
|
},
|
|
"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": 4371,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1320,
|
|
"successRate": 0.30199039121482496,
|
|
"wilsonLowerBound": 0.2885580413129601
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 37025,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17404,
|
|
"successRate": 0.4700607697501688,
|
|
"wilsonLowerBound": 0.46498022014208384
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39822,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11023,
|
|
"successRate": 0.27680679021646326,
|
|
"wilsonLowerBound": 0.2724339724889419
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12761,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5351,
|
|
"successRate": 0.41932450434918894,
|
|
"wilsonLowerBound": 0.4107884248562418
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64214,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12096,
|
|
"successRate": 0.18837013735322516,
|
|
"wilsonLowerBound": 0.18536450290219292
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 30036,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6503,
|
|
"successRate": 0.21650685843654283,
|
|
"wilsonLowerBound": 0.2118853875975282
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7733,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 107,
|
|
"successRate": 0.013836803310487521,
|
|
"wilsonLowerBound": 0.011464076031403762
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26635,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3272,
|
|
"successRate": 0.12284587948188473,
|
|
"wilsonLowerBound": 0.11895789354206535
|
|
},
|
|
"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": 15644,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6180,
|
|
"successRate": 0.39503963180772184,
|
|
"wilsonLowerBound": 0.38740564096835955
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24745,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3806,
|
|
"successRate": 0.15380885027278238,
|
|
"wilsonLowerBound": 0.14936753678893414
|
|
},
|
|
"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": 51761,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13035,
|
|
"successRate": 0.251830528776492,
|
|
"wilsonLowerBound": 0.2481095792043658
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 24420,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3148,
|
|
"successRate": 0.1289107289107289,
|
|
"wilsonLowerBound": 0.12476602515036546
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 86996,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11232700354039266,
|
|
"wilsonLowerBound": 0.11024576234266716
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 46195,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5558,
|
|
"successRate": 0.12031605152072736,
|
|
"wilsonLowerBound": 0.11738081015124567
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 46841,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3658,
|
|
"successRate": 0.07809397749834547,
|
|
"wilsonLowerBound": 0.07569849259292354
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 93736,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23350,
|
|
"successRate": 0.24910386617734914,
|
|
"wilsonLowerBound": 0.24634544046371315
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5557,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 585,
|
|
"successRate": 0.10527262911642973,
|
|
"wilsonLowerBound": 0.09747414111074428
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112857,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16530,
|
|
"successRate": 0.14646853983359473,
|
|
"wilsonLowerBound": 0.144417694440736
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 97,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.010309278350515464,
|
|
"wilsonLowerBound": 0.0018221178995736602
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 23569,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3998,
|
|
"successRate": 0.16962959820102677,
|
|
"wilsonLowerBound": 0.16489201743952753
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43631,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5675,
|
|
"successRate": 0.13006807086704408,
|
|
"wilsonLowerBound": 0.12694425091271277
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8094,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 759,
|
|
"successRate": 0.09377316530763528,
|
|
"wilsonLowerBound": 0.08761360589102254
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 34301,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6787,
|
|
"successRate": 0.19786595142998747,
|
|
"wilsonLowerBound": 0.1936837783377294
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61483,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12423,
|
|
"successRate": 0.20205585283736968,
|
|
"wilsonLowerBound": 0.19890055933820167
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 15527,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4386,
|
|
"successRate": 0.28247568751207575,
|
|
"wilsonLowerBound": 0.2754487313579149
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15332,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3739,
|
|
"successRate": 0.24386903208974695,
|
|
"wilsonLowerBound": 0.23713648687633784
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67673,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18641,
|
|
"successRate": 0.27545697693319343,
|
|
"wilsonLowerBound": 0.27210384679248717
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 945,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 570,
|
|
"successRate": 0.6031746031746031,
|
|
"wilsonLowerBound": 0.5716239784659983
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48374,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21706,
|
|
"successRate": 0.4487121180799603,
|
|
"wilsonLowerBound": 0.44428412564034614
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39730,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4767,
|
|
"successRate": 0.11998489806191795,
|
|
"wilsonLowerBound": 0.1168263301968249
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1064,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"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": 7264,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3189,
|
|
"successRate": 0.43901431718061673,
|
|
"wilsonLowerBound": 0.4276369555956747
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7420,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.0330188679245283,
|
|
"wilsonLowerBound": 0.02918860803183403
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18061,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5370,
|
|
"successRate": 0.2973257294723437,
|
|
"wilsonLowerBound": 0.2907031972462975
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28318,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14471,
|
|
"successRate": 0.5110177272406243,
|
|
"wilsonLowerBound": 0.5051943979381303
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67183,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7158,
|
|
"successRate": 0.10654481044311805,
|
|
"wilsonLowerBound": 0.10423418946045764
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13653,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2264,
|
|
"successRate": 0.16582436094631217,
|
|
"wilsonLowerBound": 0.159679820037049
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-12T04:04:37.570360+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1119.1973684210527,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.6786061793218747,
|
|
"queueFactor": 0.973897361358538,
|
|
"queueWeight": 0.973897361358538,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.24342105263157895,
|
|
"recentTerminal": 152,
|
|
"recentWilsonLowerBound": 0.18207130854082587,
|
|
"running": 9,
|
|
"selectionWeight": 0.6608927674431727,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.333333333333332,
|
|
"waiting": 28353
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1235.682119205298,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.1930921885070047,
|
|
"queueFactor": 0.9595402058038541,
|
|
"queueWeight": 0.9595402058038541,
|
|
"recentSuccess": 58,
|
|
"recentSuccessRate": 0.3841059602649007,
|
|
"recentTerminal": 151,
|
|
"recentWilsonLowerBound": 0.3103164017329999,
|
|
"running": 8,
|
|
"selectionWeight": 2.104360129906836,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.166666666666668,
|
|
"waiting": 31098
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 152.80188679245282,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.0632153225475507,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.09433962264150944,
|
|
"recentTerminal": 212,
|
|
"recentWilsonLowerBound": 0.06190106574850903,
|
|
"running": 8,
|
|
"selectionWeight": 0.08217991931181592,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 35.333333333333336,
|
|
"waiting": 5399
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1329.92,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.5730184181397758,
|
|
"queueFactor": 0.94901999701677,
|
|
"queueWeight": 0.94901999701677,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.25333333333333335,
|
|
"recentTerminal": 75,
|
|
"recentWilsonLowerBound": 0.1685991964794815,
|
|
"running": 7,
|
|
"selectionWeight": 0.5438059374735643,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.5,
|
|
"waiting": 16624
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 390.5652173913044,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.12413606736065133,
|
|
"queueFactor": 1.1404996508874483,
|
|
"queueWeight": 1.1404996508874483,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.13043478260869565,
|
|
"recentTerminal": 138,
|
|
"recentWilsonLowerBound": 0.08412291616249355,
|
|
"running": 8,
|
|
"selectionWeight": 0.1415771414873636,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 23.0,
|
|
"waiting": 8983
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 58.11989100817439,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.051771117166212535,
|
|
"recentTerminal": 367,
|
|
"recentWilsonLowerBound": 0.03339050199357476,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 61.166666666666664,
|
|
"waiting": 3555
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 140.73825503355707,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.3724737529383155,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 53,
|
|
"recentSuccessRate": 0.17785234899328858,
|
|
"recentTerminal": 298,
|
|
"recentWilsonLowerBound": 0.13861887220346805,
|
|
"running": 6,
|
|
"selectionWeight": 0.4842158788198102,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 49.666666666666664,
|
|
"waiting": 6990
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2326.95,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.8726319973437404,
|
|
"queueWeight": 0.8726319973437404,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.475,
|
|
"recentTerminal": 40,
|
|
"recentWilsonLowerBound": 0.32935229550181694,
|
|
"running": 2,
|
|
"selectionWeight": 2.181579993359351,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.666666666666667,
|
|
"waiting": 15513
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 267.5257731958763,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.2902572643599919,
|
|
"queueFactor": 1.20710304937251,
|
|
"queueWeight": 1.20710304937251,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.17010309278350516,
|
|
"recentTerminal": 194,
|
|
"recentWilsonLowerBound": 0.12376258493756469,
|
|
"running": 9,
|
|
"selectionWeight": 0.35037042891146897,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 32.333333333333336,
|
|
"waiting": 8650
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 519.8225806451612,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.0788829275912872,
|
|
"queueFactor": 1.092624463707543,
|
|
"queueWeight": 1.092624463707543,
|
|
"recentSuccess": 14,
|
|
"recentSuccessRate": 0.11290322580645161,
|
|
"recentTerminal": 124,
|
|
"recentWilsonLowerBound": 0.0684553693698627,
|
|
"running": 4,
|
|
"selectionWeight": 0.08618941645511113,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 20.666666666666668,
|
|
"waiting": 10743
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1461.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.8889724071214757,
|
|
"queueFactor": 0.9357323817408144,
|
|
"queueWeight": 0.9357323817408144,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.28431372549019607,
|
|
"recentTerminal": 102,
|
|
"recentWilsonLowerBound": 0.20584782049770634,
|
|
"running": 4,
|
|
"selectionWeight": 0.8318402678176434,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.0,
|
|
"waiting": 24837
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2233.6595744680853,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.14004516197353384,
|
|
"queueFactor": 0.8780043014686896,
|
|
"queueWeight": 0.8780043014686896,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.1702127659574468,
|
|
"recentTerminal": 47,
|
|
"recentWilsonLowerBound": 0.08886258091263928,
|
|
"running": 2,
|
|
"selectionWeight": 0.12296025461264207,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 7.833333333333333,
|
|
"waiting": 17497
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 953.2121212121212,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.18966791480175327,
|
|
"queueFactor": 0.9976328882484155,
|
|
"queueWeight": 0.9976328882484155,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.16161616161616163,
|
|
"recentTerminal": 99,
|
|
"recentWilsonLowerBound": 0.1019986133990387,
|
|
"running": 16,
|
|
"selectionWeight": 0.1892189496517275,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 16.5,
|
|
"waiting": 15728
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 923.3283582089553,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.8419477217410267,
|
|
"queueFactor": 1.0024108645623668,
|
|
"queueWeight": 1.0024108645623668,
|
|
"recentSuccess": 36,
|
|
"recentSuccessRate": 0.26865671641791045,
|
|
"recentTerminal": 134,
|
|
"recentWilsonLowerBound": 0.20082490318579596,
|
|
"running": 7,
|
|
"selectionWeight": 0.8439775436667376,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.333333333333332,
|
|
"waiting": 20621
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-12T03:55:26.758580+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-12T03:55:26.758580+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",
|
|
"Biren_166m",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|