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 15:22:52 +00:00
"communityAttemptedAt": "2026-09-12T15:20:59.023455+00:00",
2026-09-12 12:48:57 +00:00
"communityError": null,
"communitySample": {},
2026-09-12 15:22:52 +00:00
"communityUpdatedAt": "2026-09-12T15:20:59.023455+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 15:35:01 +00:00
"generatedAt": "2026-09-12T15:33:14.061585+00:00",
2026-09-12 12:48:57 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-12 15:32:04 +00:00
"backlogHours": 1024.2043795620439,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-12 15:32:04 +00:00
"qualityFactor": 1.7153695931763533,
"queueFactor": 0.9875221116503187,
"queueWeight": 0.9875221116503187,
"recentSuccess": 59,
"recentSuccessRate": 0.4306569343065693,
"recentTerminal": 137,
"recentWilsonLowerBound": 0.35074717847414594,
2026-09-12 12:48:57 +00:00
"running": 8,
2026-09-12 15:32:04 +00:00
"selectionWeight": 1.6939654029142606,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 15:32:04 +00:00
"throughputPerHour": 22.833333333333332,
"waiting": 23386
2026-09-12 12:48:57 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-12 15:32:04 +00:00
"backlogHours": 1444.4736842105262,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-12 15:32:04 +00:00
"qualityFactor": 1.4624689562367021,
"queueFactor": 0.9378823822267398,
"queueWeight": 0.9378823822267398,
2026-09-12 15:19:47 +00:00
"recentSuccess": 47,
2026-09-12 15:32:04 +00:00
"recentSuccessRate": 0.41228070175438597,
"recentTerminal": 114,
"recentWilsonLowerBound": 0.3262175671830652,
2026-09-12 14:31:25 +00:00
"running": 8,
2026-09-12 15:32:04 +00:00
"selectionWeight": 1.3716238686079318,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 15:32:04 +00:00
"throughputPerHour": 19.0,
"waiting": 27445
2026-09-12 12:48:57 +00:00
},
"Biren_166m": {
"available": true,
2026-09-12 15:32:04 +00:00
"backlogHours": 174.60759493670886,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-12 15:32:04 +00:00
"qualityFactor": 0.37129001973733733,
"queueFactor": 1.2876426507579757,
"queueWeight": 1.2876426507579757,
"recentSuccess": 37,
"recentSuccessRate": 0.23417721518987342,
"recentTerminal": 158,
"recentWilsonLowerBound": 0.17493756641852448,
2026-09-12 12:48:57 +00:00
"running": 8,
2026-09-12 15:32:04 +00:00
"selectionWeight": 0.47808886521456617,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 15:32:04 +00:00
"throughputPerHour": 26.333333333333332,
"waiting": 4598
2026-09-12 12:48:57 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-12 15:32:04 +00:00
"backlogHours": 1637.0943396226414,
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 15:32:04 +00:00
"qualityFactor": 0.26210714437600474,
"queueFactor": 0.9204363614694558,
"queueWeight": 0.9204363614694558,
"recentSuccess": 13,
"recentSuccessRate": 0.24528301886792453,
"recentTerminal": 53,
"recentWilsonLowerBound": 0.14932762711854577,
2026-09-12 12:48:57 +00:00
"running": 7,
2026-09-12 15:32:04 +00:00
"selectionWeight": 0.24125294628459915,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 15:32:04 +00:00
"throughputPerHour": 8.833333333333334,
2026-09-12 15:19:47 +00:00
"waiting": 14461
2026-09-12 12:48:57 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-12 15:32:04 +00:00
"backlogHours": 478.7027027027027,
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 15:32:04 +00:00
"qualityFactor": 0.5222105603126233,
"queueFactor": 1.1068657293535982,
"queueWeight": 1.1068657293535982,
"recentSuccess": 31,
"recentSuccessRate": 0.27927927927927926,
"recentTerminal": 111,
"recentWilsonLowerBound": 0.20427535700815577,
2026-09-12 14:31:25 +00:00
"running": 7,
2026-09-12 15:32:04 +00:00
"selectionWeight": 0.5780169727165829,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 15:32:04 +00:00
"throughputPerHour": 18.5,
"waiting": 8856
2026-09-12 12:48:57 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-12 15:32:04 +00:00
"backlogHours": 42.802325581395344,
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 15:32:04 +00:00
"recentSuccess": 21,
"recentSuccessRate": 0.061046511627906974,
"recentTerminal": 344,
"recentWilsonLowerBound": 0.04027116730404563,
2026-09-12 14:31:25 +00:00
"running": 24,
2026-09-12 12:48:57 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-12 15:32:04 +00:00
"throughputPerHour": 57.333333333333336,
"waiting": 2454
2026-09-12 12:48:57 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-12 15:32:04 +00:00
"backlogHours": 85.35971223021582,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-12 15:32:04 +00:00
"qualityFactor": 0.09016154630656686,
2026-09-12 12:48:57 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-12 15:19:47 +00:00
"recentSuccess": 35,
2026-09-12 15:32:04 +00:00
"recentSuccessRate": 0.12589928057553956,
"recentTerminal": 278,
"recentWilsonLowerBound": 0.09193431841509568,
"running": 0,
"selectionWeight": 0.11721001019853693,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 15:32:04 +00:00
"throughputPerHour": 46.333333333333336,
"waiting": 3955
2026-09-12 12:48:57 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-12 15:32:04 +00:00
"backlogHours": 2590.8333333333335,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-12 15:32:04 +00:00
"qualityFactor": 0.7990479573178487,
"queueFactor": 0.8591893825788661,
"queueWeight": 0.8591893825788661,
2026-09-12 15:19:47 +00:00
"recentSuccess": 14,
2026-09-12 15:32:04 +00:00
"recentSuccessRate": 0.3888888888888889,
"recentTerminal": 36,
"recentWilsonLowerBound": 0.24784655417822946,
2026-09-12 14:31:25 +00:00
"running": 2,
2026-09-12 15:32:04 +00:00
"selectionWeight": 0.6865335210988266,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 15:32:04 +00:00
"throughputPerHour": 6.0,
"waiting": 15545
2026-09-12 12:48:57 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-12 15:32:04 +00:00
"backlogHours": 859.7142857142857,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-12 15:32:04 +00:00
"qualityFactor": 0.42412611067755623,
"queueFactor": 1.0137986334753621,
"queueWeight": 1.0137986334753621,
2026-09-12 15:07:41 +00:00
"recentSuccess": 21,
2026-09-12 15:32:04 +00:00
"recentSuccessRate": 0.2727272727272727,
"recentTerminal": 77,
"recentWilsonLowerBound": 0.1858435554011884,
2026-09-12 14:31:25 +00:00
"running": 7,
2026-09-12 15:32:04 +00:00
"selectionWeight": 0.4299784714261267,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 15:32:04 +00:00
"throughputPerHour": 12.833333333333334,
2026-09-12 15:19:47 +00:00
"waiting": 11033
2026-09-12 12:48:57 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-12 15:32:04 +00:00
"backlogHours": 736.258064516129,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-12 15:32:04 +00:00
"qualityFactor": 0.3952619861566927,
"queueFactor": 1.0376486210733804,
"queueWeight": 1.0376486210733804,
"recentSuccess": 24,
"recentSuccessRate": 0.25806451612903225,
"recentTerminal": 93,
"recentWilsonLowerBound": 0.17998399469266022,
2026-09-12 12:48:57 +00:00
"running": 4,
2026-09-12 15:32:04 +00:00
"selectionWeight": 0.4101430548982178,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 15:32:04 +00:00
"throughputPerHour": 15.5,
"waiting": 11412
2026-09-12 12:48:57 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-12 15:32:04 +00:00
"backlogHours": 1867.9130434782608,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-12 15:32:04 +00:00
"qualityFactor": 1.4438791977235674,
"queueFactor": 0.9024046505527046,
"queueWeight": 0.9024046505527046,
2026-09-12 15:07:41 +00:00
"recentSuccess": 30,
2026-09-12 15:32:04 +00:00
"recentSuccessRate": 0.43478260869565216,
"recentTerminal": 69,
"recentWilsonLowerBound": 0.3243261617876528,
2026-09-12 12:48:57 +00:00
"running": 4,
2026-09-12 15:32:04 +00:00
"selectionWeight": 1.3029633028620553,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 15:32:04 +00:00
"throughputPerHour": 11.5,
"waiting": 21481
2026-09-12 12:48:57 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-12 15:32:04 +00:00
"backlogHours": 4557.789473684211,
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 15:32:04 +00:00
"qualityFactor": 0.6871266322550461,
"queueFactor": 0.7893901152275504,
"queueWeight": 0.7893901152275504,
2026-09-12 14:31:25 +00:00
"recentSuccess": 8,
2026-09-12 15:07:41 +00:00
"recentSuccessRate": 0.42105263157894735,
"recentTerminal": 19,
"recentWilsonLowerBound": 0.2314162039203038,
2026-09-12 12:48:57 +00:00
"running": 2,
2026-09-12 15:32:04 +00:00
"selectionWeight": 0.5424109714117296,
2026-09-12 12:48:57 +00:00
"stale": false,
2026-09-12 15:07:41 +00:00
"submissionEligible": false,
"throughputPerHour": 3.1666666666666665,
2026-09-12 15:32:04 +00:00
"waiting": 14433
2026-09-12 12:48:57 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-12 15:32:04 +00:00
"backlogHours": 1097.593220338983,
2026-09-12 12:48:57 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-12 15:32:04 +00:00
"qualityFactor": 0.20498435000927764,
"queueFactor": 0.9773241053698234,
"queueWeight": 0.9773241053698234,
"recentSuccess": 13,
"recentSuccessRate": 0.22033898305084745,
"recentTerminal": 59,
"recentWilsonLowerBound": 0.13354072524323757,
2026-09-12 14:31:25 +00:00
"running": 16,
2026-09-12 15:32:04 +00:00
"selectionWeight": 0.200336146487632,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 15:32:04 +00:00
"throughputPerHour": 9.833333333333334,
"waiting": 10793
2026-09-12 12:48:57 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-12 15:32:04 +00:00
"backlogHours": 721.9230769230769,
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 15:32:04 +00:00
"queueFactor": 1.0407134906363427,
"queueWeight": 1.0407134906363427,
"recentSuccess": 41,
"recentSuccessRate": 0.5256410256410257,
2026-09-12 15:19:47 +00:00
"recentTerminal": 78,
2026-09-12 15:32:04 +00:00
"recentWilsonLowerBound": 0.4162457167544664,
2026-09-12 12:48:57 +00:00
"running": 6,
2026-09-12 15:32:04 +00:00
"selectionWeight": 2.6017837265908565,
2026-09-12 12:48:57 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 15:19:47 +00:00
"throughputPerHour": 13.0,
2026-09-12 15:32:04 +00:00
"waiting": 9385
2026-09-12 12:48:57 +00:00
}
},
2026-09-12 15:32:04 +00:00
"queueAttemptedAt": "2026-09-12T15:30:13.580610+00:00",
2026-09-12 12:48:57 +00:00
"queueError": null,
2026-09-12 15:32:04 +00:00
"queueUpdatedAt": "2026-09-12T15:30:13.580610+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
}