Files
submmit/.modelhub_state/market_intelligence.json

755 lines
24 KiB
JSON
Raw Normal View History

2026-09-12 12:48:57 +00:00
{
2026-09-12 18:55:52 +00:00
"communityAttemptedAt": "2026-09-12T18:53:54.546815+00:00",
2026-09-12 12:48:57 +00:00
"communityError": null,
"communitySample": {},
2026-09-12 18:55:52 +00:00
"communityUpdatedAt": "2026-09-12T18:53:54.546815+00:00",
2026-09-12 14:22:17 +00:00
"frameworkAttemptedAt": "2026-09-12T14:19:16.716321+00:00",
2026-09-12 12:48:57 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-12 14:22:17 +00:00
"modelCount": 38626,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 18499,
"successRate": 0.4789261119453218,
"wilsonLowerBound": 0.47394649632540753
2026-09-12 12:48:57 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-12 14:22:17 +00:00
"modelCount": 51058,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 14417,
"successRate": 0.282365153355008,
"wilsonLowerBound": 0.278476995171167
2026-09-12 12:48:57 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-12 14:22:17 +00:00
"modelCount": 1977,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 521,
"successRate": 0.2635306019221042,
"wilsonLowerBound": 0.24458278760933333
2026-09-12 12:48:57 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-12 14:22:17 +00:00
"modelCount": 31746,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 13740,
"successRate": 0.4328104328104328,
"wilsonLowerBound": 0.4273685342590876
2026-09-12 12:48:57 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-12 14:22:17 +00:00
"modelCount": 36806,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 10515,
"successRate": 0.2856871162310493,
"wilsonLowerBound": 0.28109451387627166
2026-09-12 12:48:57 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-12 14:22:17 +00:00
"modelCount": 7434,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 3316,
"successRate": 0.44605864944847995,
"wilsonLowerBound": 0.43478954426745703
2026-09-12 12:48:57 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-12 14:22:17 +00:00
"modelCount": 63829,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12064,
2026-09-12 14:22:17 +00:00
"successRate": 0.1890049977283053,
"wilsonLowerBound": 0.18598641219294149
2026-09-12 12:48:57 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-12 14:22:17 +00:00
"modelCount": 14919,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 2988,
"successRate": 0.2002815202091293,
"wilsonLowerBound": 0.19393696740039917
2026-09-12 12:48:57 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-12 14:22:17 +00:00
"modelCount": 5372,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 44,
"successRate": 0.008190618019359643,
"wilsonLowerBound": 0.006107189758101726
2026-09-12 12:48:57 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-12 14:22:17 +00:00
"modelCount": 26015,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 3195,
"successRate": 0.12281376129156256,
"wilsonLowerBound": 0.11888082074854388
2026-09-12 12:48:57 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
2026-09-12 14:22:17 +00:00
"modelCount": 16456,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1672,
2026-09-12 14:22:17 +00:00
"successRate": 0.10160427807486631,
"wilsonLowerBound": 0.09708067184513666
2026-09-12 12:48:57 +00:00
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-12 14:22:17 +00:00
"modelCount": 9814,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 4236,
"successRate": 0.4316282861218667,
"wilsonLowerBound": 0.4218574131361622
2026-09-12 12:48:57 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-12 14:22:17 +00:00
"modelCount": 24057,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 3775,
"successRate": 0.1569189840794779,
"wilsonLowerBound": 0.1523775082500972
2026-09-12 12:48:57 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8066,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.0674435903793702,
"wilsonLowerBound": 0.0621738174048722
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-12 14:22:17 +00:00
"modelCount": 40230,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 10168,
"successRate": 0.2527467064379816,
"wilsonLowerBound": 0.24852369167391092
2026-09-12 12:48:57 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-12 14:22:17 +00:00
"modelCount": 22954,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 3031,
"successRate": 0.13204670209985186,
"wilsonLowerBound": 0.12772856208412017
2026-09-12 12:48:57 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-12 14:22:17 +00:00
"modelCount": 86511,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9762,
2026-09-12 14:22:17 +00:00
"successRate": 0.11284114158893088,
"wilsonLowerBound": 0.11074990080814069
2026-09-12 12:48:57 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-12 14:22:17 +00:00
"modelCount": 38920,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 4767,
"successRate": 0.12248201438848921,
"wilsonLowerBound": 0.11926210073586753
2026-09-12 12:48:57 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-12 14:22:17 +00:00
"modelCount": 27114,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 3275,
"successRate": 0.12078630965552851,
"wilsonLowerBound": 0.11696097257592296
2026-09-12 12:48:57 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-12 14:22:17 +00:00
"modelCount": 87668,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 20458,
"successRate": 0.23335766756399143,
"wilsonLowerBound": 0.23056948543030997
2026-09-12 12:48:57 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-12 14:22:17 +00:00
"modelCount": 5084,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 562,
2026-09-12 14:22:17 +00:00
"successRate": 0.11054287962234462,
"wilsonLowerBound": 0.10221569677186716
2026-09-12 12:48:57 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-12 14:22:17 +00:00
"modelCount": 112448,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16504,
2026-09-12 14:22:17 +00:00
"successRate": 0.146770062606716,
"wilsonLowerBound": 0.14471374195355594
2026-09-12 12:48:57 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-12 14:22:17 +00:00
"modelCount": 15805,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 3221,
"successRate": 0.20379626700411263,
"wilsonLowerBound": 0.19758846020016793
2026-09-12 12:48:57 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-12 14:22:17 +00:00
"modelCount": 42606,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 5539,
"successRate": 0.13000516359198236,
"wilsonLowerBound": 0.12684504698914276
2026-09-12 12:48:57 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-12 14:22:17 +00:00
"modelCount": 6178,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 480,
2026-09-12 14:22:17 +00:00
"successRate": 0.07769504694075753,
"wilsonLowerBound": 0.07127916994158515
2026-09-12 12:48:57 +00:00
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 198,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
"successRate": 0.18181818181818182,
"wilsonLowerBound": 0.1343204258911728
},
"vllm": {
"framework": "vllm",
2026-09-12 14:22:17 +00:00
"modelCount": 30162,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 5191,
"successRate": 0.1721039718851535,
"wilsonLowerBound": 0.16788579827164005
2026-09-12 12:48:57 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-12 14:22:17 +00:00
"modelCount": 60759,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12379,
2026-09-12 14:22:17 +00:00
"successRate": 0.20373936371566354,
"wilsonLowerBound": 0.20055544358638108
2026-09-12 12:48:57 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-12 14:22:17 +00:00
"modelCount": 6343,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 1877,
"successRate": 0.29591675863156236,
"wilsonLowerBound": 0.28480975441903006
2026-09-12 12:48:57 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-12 14:22:17 +00:00
"modelCount": 11937,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 3120,
"successRate": 0.26137220407137474,
"wilsonLowerBound": 0.25356760499007713
2026-09-12 12:48:57 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-12 14:22:17 +00:00
"modelCount": 58830,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 16014,
"successRate": 0.2722080571137175,
"wilsonLowerBound": 0.2686262634554784
2026-09-12 12:48:57 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-12 14:22:17 +00:00
"modelCount": 46002,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 19992,
"successRate": 0.43458980044345896,
"wilsonLowerBound": 0.4300655410632596
2026-09-12 12:48:57 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-12 14:22:17 +00:00
"modelCount": 35595,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 3067,
"successRate": 0.08616378704874281,
"wilsonLowerBound": 0.08329312937803489
2026-09-12 12:48:57 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-12 14:22:17 +00:00
"modelCount": 266,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
2026-09-12 14:22:17 +00:00
"wilsonLowerBound": 0.0
2026-09-12 12:48:57 +00:00
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6275,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.03059760956175299,
"wilsonLowerBound": 0.026615110833495575
},
"vllm": {
"framework": "vllm",
"modelCount": 10003,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 730,
"successRate": 0.0729781065680296,
"wilsonLowerBound": 0.06804317517685986
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-12 14:22:17 +00:00
"modelCount": 5518,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 2313,
"successRate": 0.4191736136281261,
"wilsonLowerBound": 0.4062150216313554
2026-09-12 12:48:57 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-09-12 14:22:17 +00:00
"modelCount": 7366,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
2026-09-12 14:22:17 +00:00
"successRate": 0.0319033396687483,
"wilsonLowerBound": 0.028127525443756914
2026-09-12 12:48:57 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-12 14:22:17 +00:00
"modelCount": 10366,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 3565,
"successRate": 0.3439127918194096,
"wilsonLowerBound": 0.334827722530341
2026-09-12 12:48:57 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-12 14:22:17 +00:00
"modelCount": 25916,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 13083,
"successRate": 0.5048232751967896,
"wilsonLowerBound": 0.4987357509818255
2026-09-12 12:48:57 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-12 14:22:17 +00:00
"modelCount": 60577,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 5889,
"successRate": 0.09721511464747347,
"wilsonLowerBound": 0.09488141208956657
2026-09-12 12:48:57 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-12 14:22:17 +00:00
"modelCount": 12185,
2026-09-12 12:48:57 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-12 14:22:17 +00:00
"successCount": 1705,
"successRate": 0.13992613869511694,
"wilsonLowerBound": 0.13387983491033548
2026-09-12 12:48:57 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-12 19:07:11 +00:00
"generatedAt": "2026-09-12T19:05:06.920160+00:00",
2026-09-12 12:48:57 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-12 19:03:59 +00:00
"backlogHours": 985.9436619718309,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-12 19:03:59 +00:00
"qualityFactor": 1.3384521015978177,
"queueFactor": 1.0017193315981783,
"queueWeight": 1.0017193315981783,
"recentSuccess": 50,
"recentSuccessRate": 0.352112676056338,
"recentTerminal": 142,
"recentWilsonLowerBound": 0.2783917433242715,
2026-09-12 12:48:57 +00:00
"running": 8,
2026-09-12 19:03:59 +00:00
"selectionWeight": 1.340753344588743,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 19:03:59 +00:00
"throughputPerHour": 23.666666666666668,
"waiting": 23334
2026-09-12 12:48:57 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-12 19:03:59 +00:00
"backlogHours": 1217.111111111111,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-12 19:03:59 +00:00
"qualityFactor": 1.833814650107088,
"queueFactor": 0.9705643517794991,
"queueWeight": 0.9705643517794991,
"recentSuccess": 54,
"recentSuccessRate": 0.4,
"recentTerminal": 135,
"recentWilsonLowerBound": 0.3212303901255117,
2026-09-12 18:08:37 +00:00
"running": 8,
2026-09-12 19:03:59 +00:00
"selectionWeight": 1.7798351271649349,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 19:03:59 +00:00
"throughputPerHour": 22.5,
"waiting": 27385
2026-09-12 12:48:57 +00:00
},
"Biren_166m": {
"available": true,
2026-09-12 19:03:59 +00:00
"backlogHours": 180.87417218543047,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-12 19:03:59 +00:00
"qualityFactor": 0.3960762895781608,
"queueFactor": 1.2918657564147493,
"queueWeight": 1.2918657564147493,
2026-09-12 18:52:48 +00:00
"recentSuccess": 33,
2026-09-12 19:03:59 +00:00
"recentSuccessRate": 0.2185430463576159,
"recentTerminal": 151,
"recentWilsonLowerBound": 0.16005963055460068,
2026-09-12 18:08:37 +00:00
"running": 8,
2026-09-12 19:03:59 +00:00
"selectionWeight": 0.5116773954338381,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 19:03:59 +00:00
"throughputPerHour": 25.166666666666668,
"waiting": 4552
2026-09-12 12:48:57 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-12 19:03:59 +00:00
"backlogHours": 1520.421052631579,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-12 19:03:59 +00:00
"qualityFactor": 0.43173782245051917,
"queueFactor": 0.9387053408068077,
"queueWeight": 0.9387053408068077,
2026-09-12 18:52:48 +00:00
"recentSuccess": 15,
2026-09-12 19:03:59 +00:00
"recentSuccessRate": 0.2631578947368421,
"recentTerminal": 57,
"recentWilsonLowerBound": 0.16645642421847712,
2026-09-12 12:48:57 +00:00
"running": 7,
2026-09-12 19:03:59 +00:00
"selectionWeight": 0.4052745997626036,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 19:03:59 +00:00
"throughputPerHour": 9.5,
"waiting": 14444
2026-09-12 12:48:57 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-12 19:03:59 +00:00
"backlogHours": 456.05172413793105,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-12 19:03:59 +00:00
"qualityFactor": 0.5132750794765675,
"queueFactor": 1.124531835149806,
"queueWeight": 1.124531835149806,
2026-09-12 18:52:48 +00:00
"recentSuccess": 29,
2026-09-12 19:03:59 +00:00
"recentSuccessRate": 0.25,
"recentTerminal": 116,
"recentWilsonLowerBound": 0.18007382859915586,
2026-09-12 17:28:59 +00:00
"running": 7,
2026-09-12 19:03:59 +00:00
"selectionWeight": 0.5771941670604469,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 19:03:59 +00:00
"throughputPerHour": 19.333333333333332,
2026-09-12 18:52:48 +00:00
"waiting": 8817
2026-09-12 12:48:57 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-12 19:03:59 +00:00
"backlogHours": 44.64,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-12 19:03:59 +00:00
"recentSuccess": 15,
"recentSuccessRate": 0.046153846153846156,
"recentTerminal": 325,
"recentWilsonLowerBound": 0.028166194172197002,
2026-09-12 18:08:37 +00:00
"running": 24,
2026-09-12 12:48:57 +00:00
"selectionWeight": 0.065,
"stale": false,
2026-09-12 16:18:06 +00:00
"submissionEligible": false,
2026-09-12 19:03:59 +00:00
"throughputPerHour": 54.166666666666664,
"waiting": 2418
2026-09-12 12:48:57 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-12 19:03:59 +00:00
"backlogHours": 104.24347826086957,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-12 19:03:59 +00:00
"qualityFactor": 0.09080190076644462,
2026-09-12 12:48:57 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-12 18:52:48 +00:00
"recentSuccess": 27,
2026-09-12 19:03:59 +00:00
"recentSuccessRate": 0.11739130434782609,
"recentTerminal": 230,
"recentWilsonLowerBound": 0.08194385641129474,
"running": 10,
"selectionWeight": 0.118042470996378,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 19:03:59 +00:00
"throughputPerHour": 38.333333333333336,
"waiting": 3996
2026-09-12 12:48:57 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-12 18:52:48 +00:00
"backlogHours": 2518.8648648648646,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-12 19:03:59 +00:00
"qualityFactor": 0.9713139487253274,
"queueFactor": 0.8702482120697435,
"queueWeight": 0.8702482120697435,
2026-09-12 18:52:48 +00:00
"recentSuccess": 14,
"recentSuccessRate": 0.3783783783783784,
"recentTerminal": 37,
"recentWilsonLowerBound": 0.2406378746389103,
2026-09-12 18:08:37 +00:00
"running": 2,
2026-09-12 19:03:59 +00:00
"selectionWeight": 0.8452842272366187,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 18:52:48 +00:00
"throughputPerHour": 6.166666666666667,
2026-09-12 18:41:52 +00:00
"waiting": 15533
2026-09-12 12:48:57 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-12 19:03:59 +00:00
"backlogHours": 1083.737704918033,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-12 19:03:59 +00:00
"qualityFactor": 0.5246945727440794,
"queueFactor": 0.9876094627734362,
"queueWeight": 0.9876094627734362,
2026-09-12 18:52:48 +00:00
"recentSuccess": 17,
2026-09-12 19:03:59 +00:00
"recentSuccessRate": 0.2786885245901639,
"recentTerminal": 61,
"recentWilsonLowerBound": 0.18188396512091543,
2026-09-12 14:31:25 +00:00
"running": 7,
2026-09-12 19:03:59 +00:00
"selectionWeight": 0.5181933251079178,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 19:03:59 +00:00
"throughputPerHour": 10.166666666666666,
2026-09-12 18:52:48 +00:00
"waiting": 11018
2026-09-12 12:48:57 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-12 19:03:59 +00:00
"backlogHours": 863.0886075949368,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-12 19:03:59 +00:00
"qualityFactor": 0.45384135103193507,
"queueFactor": 1.0219168552501956,
"queueWeight": 1.0219168552501956,
2026-09-12 18:52:48 +00:00
"recentSuccess": 20,
"recentSuccessRate": 0.25316455696202533,
2026-09-12 18:41:52 +00:00
"recentTerminal": 79,
2026-09-12 18:52:48 +00:00
"recentWilsonLowerBound": 0.1702773604894678,
2026-09-12 18:08:37 +00:00
"running": 4,
2026-09-12 19:03:59 +00:00
"selectionWeight": 0.4637881262290552,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 18:41:52 +00:00
"throughputPerHour": 13.166666666666666,
2026-09-12 19:03:59 +00:00
"waiting": 11364
2026-09-12 12:48:57 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-12 19:03:59 +00:00
"backlogHours": 2144.7,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-12 19:03:59 +00:00
"qualityFactor": 2.381515750914992,
"queueFactor": 0.8914949496257885,
"queueWeight": 0.8914949496257885,
"recentSuccess": 29,
"recentSuccessRate": 0.48333333333333334,
"recentTerminal": 60,
"recentWilsonLowerBound": 0.3617484128577001,
2026-09-12 12:48:57 +00:00
"running": 4,
2026-09-12 19:03:59 +00:00
"selectionWeight": 2.1231092643949823,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 19:03:59 +00:00
"throughputPerHour": 10.0,
2026-09-12 18:52:48 +00:00
"waiting": 21447
2026-09-12 12:48:57 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-12 19:03:59 +00:00
"backlogHours": 3206.8888888888887,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-12 19:03:59 +00:00
"qualityFactor": 0.5539829669398878,
"queueFactor": 0.8392885205406453,
"queueWeight": 0.8392885205406453,
2026-09-12 18:52:48 +00:00
"recentSuccess": 9,
"recentSuccessRate": 0.3333333333333333,
"recentTerminal": 27,
"recentWilsonLowerBound": 0.1864305444359335,
2026-09-12 12:48:57 +00:00
"running": 2,
2026-09-12 19:03:59 +00:00
"selectionWeight": 0.4649515447276956,
2026-09-12 12:48:57 +00:00
"stale": false,
2026-09-12 16:07:21 +00:00
"submissionEligible": true,
2026-09-12 18:52:48 +00:00
"throughputPerHour": 4.5,
2026-09-12 19:03:59 +00:00
"waiting": 14431
2026-09-12 12:48:57 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-12 19:03:59 +00:00
"backlogHours": 1008.65625,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-12 19:03:59 +00:00
"qualityFactor": 0.46973457725961537,
"queueFactor": 0.9983030371942057,
"queueWeight": 0.9983030371942057,
2026-09-12 18:52:48 +00:00
"recentSuccess": 17,
2026-09-12 19:03:59 +00:00
"recentSuccessRate": 0.265625,
"recentTerminal": 64,
"recentWilsonLowerBound": 0.1729623856953776,
2026-09-12 17:28:59 +00:00
"running": 16,
2026-09-12 19:03:59 +00:00
"selectionWeight": 0.4689374551534103,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 19:03:59 +00:00
"throughputPerHour": 10.666666666666666,
2026-09-12 18:52:48 +00:00
"waiting": 10759
2026-09-12 12:48:57 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-12 19:03:59 +00:00
"backlogHours": 644.7586206896551,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
"qualityFactor": 2.5,
2026-09-12 19:03:59 +00:00
"queueFactor": 1.067614088839958,
"queueWeight": 1.067614088839958,
"recentSuccess": 41,
"recentSuccessRate": 0.47126436781609193,
"recentTerminal": 87,
"recentWilsonLowerBound": 0.3698208820020664,
2026-09-12 18:08:37 +00:00
"running": 6,
2026-09-12 19:03:59 +00:00
"selectionWeight": 2.669035222099895,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 19:03:59 +00:00
"throughputPerHour": 14.5,
2026-09-12 18:52:48 +00:00
"waiting": 9349
2026-09-12 12:48:57 +00:00
}
},
2026-09-12 19:03:59 +00:00
"queueAttemptedAt": "2026-09-12T19:00:09.474827+00:00",
2026-09-12 12:48:57 +00:00
"queueError": null,
2026-09-12 19:03:59 +00:00
"queueUpdatedAt": "2026-09-12T19:00:09.474827+00:00",
2026-09-12 12:48:57 +00:00
"supportedGpus": [
"Vastai_va16",
"Iluvatar_mrv-100",
"Kunlunxin_p-800",
"Cambricon_mlu-370-x4",
"Iluvatar_bi-150",
"Ascend_910-b4",
"hygon_k100-ai",
"Ascend_910-b3",
"MetaX_c-500",
"Sunrise_pt-200-x1",
"Iluvatar_bi-100",
"Biren_166m",
"Cambricon_mlu-370-x8",
"Mthreads_s4000"
],
"taskTypes": [
"text-generation"
],
"throughputWindowHours": 6,
"version": 3
}