Files
submmit/.modelhub_state/market_intelligence.json

755 lines
24 KiB
JSON
Raw Normal View History

2026-09-11 17:06:54 +00:00
{
2026-09-12 00:11:22 +00:00
"communityAttemptedAt": "2026-09-12T00:09:47.195900+00:00",
2026-09-11 17:06:54 +00:00
"communityError": null,
"communitySample": {},
2026-09-12 00:11:22 +00:00
"communityUpdatedAt": "2026-09-12T00:09:47.195900+00:00",
2026-09-11 19:42:52 +00:00
"frameworkAttemptedAt": "2026-09-11T19:41:04.394263+00:00",
2026-09-11 17:06:54 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-11 19:42:52 +00:00
"modelCount": 38491,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 18403,
"successRate": 0.4781117663869476,
"wilsonLowerBound": 0.4731238614783059
2026-09-11 17:06:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-11 19:42:52 +00:00
"modelCount": 50832,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 14379,
"successRate": 0.28287299338999056,
"wilsonLowerBound": 0.27897406882243764
2026-09-11 17:06:54 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-11 19:42:52 +00:00
"modelCount": 1890,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 488,
"successRate": 0.2582010582010582,
"wilsonLowerBound": 0.2389745427510269
2026-09-11 17:06:54 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-11 19:42:52 +00:00
"modelCount": 31617,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 13657,
"successRate": 0.43195116551222446,
"wilsonLowerBound": 0.4264995914407843
2026-09-11 17:06:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-11 19:42:52 +00:00
"modelCount": 36715,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 10488,
"successRate": 0.2856598120659131,
"wilsonLowerBound": 0.2810616852729416
2026-09-11 17:06:54 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-11 19:42:52 +00:00
"modelCount": 7262,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 3272,
"successRate": 0.45056458275957034,
"wilsonLowerBound": 0.43915005992734546
2026-09-11 17:06:54 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-11 19:42:52 +00:00
"modelCount": 63816,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 12063,
"successRate": 0.18902783001128243,
"wilsonLowerBound": 0.18600879687750171
2026-09-11 17:06:54 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-11 19:42:52 +00:00
"modelCount": 14528,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 2883,
"successRate": 0.1984443832599119,
"wilsonLowerBound": 0.19203902982302362
2026-09-11 17:06:54 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-11 19:42:52 +00:00
"modelCount": 5277,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 40,
2026-09-11 19:42:52 +00:00
"successRate": 0.007580064430547659,
"wilsonLowerBound": 0.005571697635438839
2026-09-11 17:06:54 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-11 19:42:52 +00:00
"modelCount": 25995,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3191,
2026-09-11 19:42:52 +00:00
"successRate": 0.12275437584150799,
"wilsonLowerBound": 0.11882078225623718
2026-09-11 17:06:54 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16454,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1672,
"successRate": 0.10161662817551963,
"wilsonLowerBound": 0.09709250105798561
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-11 19:42:52 +00:00
"modelCount": 9662,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 4184,
"successRate": 0.43303663837714756,
"wilsonLowerBound": 0.4231850565693214
2026-09-11 17:06:54 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-11 19:42:52 +00:00
"modelCount": 24046,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3774,
2026-09-11 19:42:52 +00:00
"successRate": 0.1569491807369209,
"wilsonLowerBound": 0.15240631411303143
2026-09-11 17:06:54 +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",
2026-09-11 19:42:52 +00:00
"modelCount": 39887,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 10079,
"successRate": 0.25268884598992153,
"wilsonLowerBound": 0.24844814414615837
2026-09-11 17:06:54 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-11 19:42:52 +00:00
"modelCount": 22933,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3030,
2026-09-11 19:42:52 +00:00
"successRate": 0.13212401343042776,
"wilsonLowerBound": 0.1278028250402107
2026-09-11 17:06:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-11 19:42:52 +00:00
"modelCount": 86501,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9762,
2026-09-11 19:42:52 +00:00
"successRate": 0.11285418665680165,
"wilsonLowerBound": 0.11076271904994393
2026-09-11 17:06:54 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-11 19:42:52 +00:00
"modelCount": 38775,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 4753,
"successRate": 0.12257898130238556,
"wilsonLowerBound": 0.11935200186474249
2026-09-11 17:06:54 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-11 19:42:52 +00:00
"modelCount": 26586,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 3244,
"successRate": 0.12201910780109833,
"wilsonLowerBound": 0.11813915421760078
2026-09-11 17:06:54 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-11 19:42:52 +00:00
"modelCount": 87516,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 20369,
"successRate": 0.23274601215777688,
"wilsonLowerBound": 0.22995800545691278
2026-09-11 17:06:54 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-11 19:42:52 +00:00
"modelCount": 5073,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 562,
2026-09-11 19:42:52 +00:00
"successRate": 0.110782574413562,
"wilsonLowerBound": 0.1024383296771337
2026-09-11 17:06:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-11 19:42:52 +00:00
"modelCount": 112437,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 16503,
"successRate": 0.14677552762880547,
"wilsonLowerBound": 0.14471907491083297
2026-09-11 17:06:54 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-11 19:42:52 +00:00
"modelCount": 15699,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 3210,
"successRate": 0.204471622396331,
"wilsonLowerBound": 0.19823522223181728
2026-09-11 17:06:54 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-11 19:42:52 +00:00
"modelCount": 42519,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 5528,
"successRate": 0.13001246501564007,
"wilsonLowerBound": 0.12684907411780366
2026-09-11 17:06:54 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-11 19:42:52 +00:00
"modelCount": 6086,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 472,
2026-09-11 19:42:52 +00:00
"successRate": 0.07755504436411437,
"wilsonLowerBound": 0.0710984285275037
2026-09-11 17:06:54 +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",
2026-09-11 19:42:52 +00:00
"modelCount": 30057,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 5150,
"successRate": 0.17134111854143794,
"wilsonLowerBound": 0.16712325940838377
2026-09-11 17:06:54 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-11 19:42:52 +00:00
"modelCount": 60749,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 12379,
"successRate": 0.20377290161154915,
"wilsonLowerBound": 0.2005885227358414
2026-09-11 17:06:54 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-11 19:42:52 +00:00
"modelCount": 6222,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 1837,
"successRate": 0.29524268723882996,
"wilsonLowerBound": 0.28403737433150666
2026-09-11 17:06:54 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-11 19:42:52 +00:00
"modelCount": 11856,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 3103,
"successRate": 0.2617240215924426,
"wilsonLowerBound": 0.2538895278531871
2026-09-11 17:06:54 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-11 19:42:52 +00:00
"modelCount": 58562,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 15942,
"successRate": 0.27222430927905467,
"wilsonLowerBound": 0.26863429525537075
2026-09-11 17:06:54 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-11 19:42:52 +00:00
"modelCount": 45933,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 19942,
"successRate": 0.4341540940064877,
"wilsonLowerBound": 0.4296270060816622
2026-09-11 17:06:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-11 19:42:52 +00:00
"modelCount": 35482,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 3019,
"successRate": 0.08508539541175808,
"wilsonLowerBound": 0.08222697031999368
2026-09-11 17:06:54 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-11 19:42:52 +00:00
"modelCount": 256,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6273,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.030607364897178385,
"wilsonLowerBound": 0.02662361262856994
},
"vllm": {
"framework": "vllm",
2026-09-11 19:42:52 +00:00
"modelCount": 10003,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 730,
"successRate": 0.0729781065680296,
"wilsonLowerBound": 0.06804317517685986
2026-09-11 17:06:54 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-11 19:42:52 +00:00
"modelCount": 5456,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 2290,
"successRate": 0.41972140762463345,
"wilsonLowerBound": 0.4066870098798001
2026-09-11 17:06:54 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7363,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
"successRate": 0.03191633844900177,
"wilsonLowerBound": 0.02813900670503671
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-11 19:42:52 +00:00
"modelCount": 10165,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 3503,
"successRate": 0.3446138711264142,
"wilsonLowerBound": 0.3354352933082997
2026-09-11 17:06:54 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-11 19:42:52 +00:00
"modelCount": 25778,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 12981,
"successRate": 0.5035689347505625,
"wilsonLowerBound": 0.4974651967281339
2026-09-11 17:06:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-11 19:42:52 +00:00
"modelCount": 60530,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 5880,
"successRate": 0.09714191310094168,
"wilsonLowerBound": 0.09480811216074518
2026-09-11 17:06:54 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-11 19:42:52 +00:00
"modelCount": 12118,
2026-09-11 17:06:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 19:42:52 +00:00
"successCount": 1679,
"successRate": 0.13855421686746988,
"wilsonLowerBound": 0.13251740769969586
2026-09-11 17:06:54 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-12 00:16:58 +00:00
"generatedAt": "2026-09-12T00:15:14.593731+00:00",
2026-09-11 17:06:54 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-12 00:14:06 +00:00
"backlogHours": 931.7880794701987,
2026-09-11 17:06:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-12 00:14:06 +00:00
"qualityFactor": 0.5740962248428245,
"queueFactor": 0.9973420426124683,
"queueWeight": 0.9973420426124683,
"recentSuccess": 43,
"recentSuccessRate": 0.2847682119205298,
2026-09-11 23:51:33 +00:00
"recentTerminal": 151,
2026-09-12 00:14:06 +00:00
"recentWilsonLowerBound": 0.218822241459768,
2026-09-11 22:54:18 +00:00
"running": 8,
2026-09-12 00:14:06 +00:00
"selectionWeight": 0.5725703015408494,
2026-09-11 17:06:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 23:51:33 +00:00
"throughputPerHour": 25.166666666666668,
2026-09-12 00:14:06 +00:00
"waiting": 23450
2026-09-11 17:06:54 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-12 00:14:06 +00:00
"backlogHours": 1026.8999999999999,
2026-09-11 17:06:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-12 00:14:06 +00:00
"qualityFactor": 1.1811203506061487,
"queueFactor": 0.982907109532114,
"queueWeight": 0.982907109532114,
"recentSuccess": 60,
"recentSuccessRate": 0.375,
"recentTerminal": 160,
"recentWilsonLowerBound": 0.3037420039328711,
2026-09-11 22:31:20 +00:00
"running": 8,
2026-09-12 00:14:06 +00:00
"selectionWeight": 1.1609315898238468,
2026-09-11 17:06:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 00:14:06 +00:00
"throughputPerHour": 26.666666666666668,
"waiting": 27384
2026-09-11 17:06:54 +00:00
},
"Biren_166m": {
"available": true,
2026-09-12 00:14:06 +00:00
"backlogHours": 181.0,
2026-09-11 17:06:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-12 00:14:06 +00:00
"qualityFactor": 0.1901538870524131,
"queueFactor": 1.2752340880453943,
"queueWeight": 1.2752340880453943,
2026-09-11 23:51:33 +00:00
"recentSuccess": 28,
2026-09-12 00:14:06 +00:00
"recentSuccessRate": 0.18666666666666668,
"recentTerminal": 150,
"recentWilsonLowerBound": 0.13242330549709996,
2026-09-11 23:40:07 +00:00
"running": 8,
2026-09-12 00:14:06 +00:00
"selectionWeight": 0.24249071874357092,
2026-09-11 17:06:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 00:14:06 +00:00
"throughputPerHour": 25.0,
"waiting": 4525
2026-09-11 17:06:54 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-12 00:14:06 +00:00
"backlogHours": 1409.3114754098362,
2026-09-11 17:06:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-12 00:14:06 +00:00
"qualityFactor": 1.2366371292477234,
"queueFactor": 0.9373259727792963,
"queueWeight": 0.9373259727792963,
2026-09-12 00:02:55 +00:00
"recentSuccess": 26,
2026-09-12 00:14:06 +00:00
"recentSuccessRate": 0.4262295081967213,
"recentTerminal": 61,
"recentWilsonLowerBound": 0.31015028557967433,
2026-09-11 22:22:42 +00:00
"running": 7,
2026-09-12 00:14:06 +00:00
"selectionWeight": 1.1591321001471186,
2026-09-11 17:06:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 00:14:06 +00:00
"throughputPerHour": 10.166666666666666,
"waiting": 14328
2026-09-11 17:06:54 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-12 00:14:06 +00:00
"backlogHours": 511.03846153846155,
2026-09-11 17:06:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-12 00:14:06 +00:00
"qualityFactor": 0.5252713667271007,
"queueFactor": 1.091374146087574,
"queueWeight": 1.091374146087574,
"recentSuccess": 30,
"recentSuccessRate": 0.28846153846153844,
"recentTerminal": 104,
"recentWilsonLowerBound": 0.21015782725460305,
2026-09-11 23:40:07 +00:00
"running": 7,
2026-09-12 00:14:06 +00:00
"selectionWeight": 0.5732675893260425,
2026-09-11 17:06:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 00:14:06 +00:00
"throughputPerHour": 17.333333333333332,
"waiting": 8858
2026-09-11 17:06:54 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-12 00:14:06 +00:00
"backlogHours": 58.31111111111111,
2026-09-11 17:06:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
2026-09-11 18:18:26 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-11 23:51:33 +00:00
"recentSuccess": 6,
2026-09-12 00:14:06 +00:00
"recentSuccessRate": 0.022222222222222223,
"recentTerminal": 270,
"recentWilsonLowerBound": 0.01022336787169012,
2026-09-11 23:40:07 +00:00
"running": 24,
2026-09-11 18:18:26 +00:00
"selectionWeight": 0.065,
2026-09-11 17:06:54 +00:00
"stale": false,
"submissionEligible": false,
2026-09-12 00:14:06 +00:00
"throughputPerHour": 45.0,
"waiting": 2624
2026-09-11 17:06:54 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-12 00:14:06 +00:00
"backlogHours": 162.79166666666666,
2026-09-11 17:06:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-12 00:14:06 +00:00
"qualityFactor": 0.0967500355995307,
"queueFactor": 1.2956773715180336,
"queueWeight": 1.2956773715180336,
2026-09-12 00:02:55 +00:00
"recentSuccess": 21,
2026-09-12 00:14:06 +00:00
"recentSuccessRate": 0.14583333333333334,
"recentTerminal": 144,
"recentWilsonLowerBound": 0.09740386921789697,
"running": 18,
"selectionWeight": 0.1253568318198761,
2026-09-11 17:06:54 +00:00
"stale": false,
2026-09-11 18:29:13 +00:00
"submissionEligible": true,
2026-09-12 00:14:06 +00:00
"throughputPerHour": 24.0,
"waiting": 3907
2026-09-11 17:06:54 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-12 00:14:06 +00:00
"backlogHours": 2262.5853658536585,
2026-09-11 17:06:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-12 00:14:06 +00:00
"qualityFactor": 0.3559596378690221,
"queueFactor": 0.8730737953763636,
"queueWeight": 0.8730737953763636,
2026-09-12 00:02:55 +00:00
"recentSuccess": 12,
2026-09-12 00:14:06 +00:00
"recentSuccessRate": 0.2926829268292683,
"recentTerminal": 41,
"recentWilsonLowerBound": 0.17609017633058882,
2026-09-11 21:57:29 +00:00
"running": 2,
2026-09-12 00:14:06 +00:00
"selectionWeight": 0.31077903203510315,
2026-09-11 17:06:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 00:14:06 +00:00
"throughputPerHour": 6.833333333333333,
"waiting": 15461
2026-09-11 17:06:54 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-12 00:14:06 +00:00
"backlogHours": 899.013698630137,
2026-09-11 17:06:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-12 00:14:06 +00:00
"qualityFactor": 0.5146988567959331,
"queueFactor": 1.002713248330863,
"queueWeight": 1.002713248330863,
"recentSuccess": 22,
"recentSuccessRate": 0.3013698630136986,
"recentTerminal": 73,
"recentWilsonLowerBound": 0.2082244364335746,
2026-09-11 23:40:07 +00:00
"running": 7,
2026-09-12 00:14:06 +00:00
"selectionWeight": 0.5160953626100317,
2026-09-11 17:06:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 00:14:06 +00:00
"throughputPerHour": 12.166666666666666,
"waiting": 10938
2026-09-11 17:06:54 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-12 00:14:06 +00:00
"backlogHours": 1086.5714285714287,
2026-09-11 17:06:54 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-12 00:14:06 +00:00
"qualityFactor": 0.557167258268245,
"queueFactor": 0.9746146995864028,
"queueWeight": 0.9746146995864028,
"recentSuccess": 20,
"recentSuccessRate": 0.31746031746031744,
"recentTerminal": 63,
"recentWilsonLowerBound": 0.21586527168091207,
2026-09-11 22:22:42 +00:00
"running": 4,
2026-09-12 00:14:06 +00:00
"selectionWeight": 0.5430234000364853,
2026-09-11 17:06:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 00:14:06 +00:00
"throughputPerHour": 10.5,
2026-09-12 00:02:55 +00:00
"waiting": 11409
2026-09-11 17:06:54 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-12 00:14:06 +00:00
"backlogHours": 2115.0,
2026-09-11 17:06:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-12 00:14:06 +00:00
"qualityFactor": 1.2860390188554383,
"queueFactor": 0.8819523946013041,
"queueWeight": 0.8819523946013041,
2026-09-12 00:02:55 +00:00
"recentSuccess": 26,
2026-09-12 00:14:06 +00:00
"recentSuccessRate": 0.43333333333333335,
"recentTerminal": 60,
"recentWilsonLowerBound": 0.3157220039440064,
2026-09-11 18:06:36 +00:00
"running": 4,
2026-09-12 00:14:06 +00:00
"selectionWeight": 1.1342251922302655,
2026-09-11 17:06:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 00:14:06 +00:00
"throughputPerHour": 10.0,
"waiting": 21150
2026-09-11 17:06:54 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-12 00:02:55 +00:00
"backlogHours": 3579.0,
2026-09-11 17:06:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-11 23:06:05 +00:00
"qualityFactor": 2.5,
2026-09-12 00:14:06 +00:00
"queueFactor": 0.8150372251939073,
"queueWeight": 0.8150372251939073,
2026-09-12 00:02:55 +00:00
"recentSuccess": 15,
"recentSuccessRate": 0.625,
"recentTerminal": 24,
"recentWilsonLowerBound": 0.42709619037907065,
2026-09-11 22:54:18 +00:00
"running": 2,
2026-09-12 00:14:06 +00:00
"selectionWeight": 2.0375930629847683,
2026-09-11 17:06:54 +00:00
"stale": false,
2026-09-11 18:51:22 +00:00
"submissionEligible": true,
2026-09-12 00:02:55 +00:00
"throughputPerHour": 4.0,
2026-09-11 23:17:33 +00:00
"waiting": 14316
2026-09-11 17:06:54 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-12 00:14:06 +00:00
"backlogHours": 734.5813953488372,
2026-09-11 17:06:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-12 00:14:06 +00:00
"qualityFactor": 1.229099705680347,
"queueFactor": 1.0335600416353758,
"queueWeight": 1.0335600416353758,
"recentSuccess": 35,
"recentSuccessRate": 0.4069767441860465,
2026-09-11 23:51:33 +00:00
"recentTerminal": 86,
2026-09-12 00:14:06 +00:00
"recentWilsonLowerBound": 0.30928958173307775,
2026-09-11 22:54:18 +00:00
"running": 16,
2026-09-12 00:14:06 +00:00
"selectionWeight": 1.2703483429770077,
2026-09-11 17:06:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 23:51:33 +00:00
"throughputPerHour": 14.333333333333334,
2026-09-12 00:14:06 +00:00
"waiting": 10529
2026-09-11 17:06:54 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-12 00:14:06 +00:00
"backlogHours": 548.9052631578948,
2026-09-11 17:06:54 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-12 00:14:06 +00:00
"qualityFactor": 1.5772841562266235,
"queueFactor": 1.0797347782741016,
"queueWeight": 1.0797347782741016,
"recentSuccess": 42,
"recentSuccessRate": 0.4421052631578947,
2026-09-12 00:02:55 +00:00
"recentTerminal": 95,
2026-09-12 00:14:06 +00:00
"recentWilsonLowerBound": 0.3464199857704796,
2026-09-11 22:54:18 +00:00
"running": 6,
2026-09-12 00:14:06 +00:00
"selectionWeight": 1.7030485586986068,
2026-09-11 17:06:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 00:02:55 +00:00
"throughputPerHour": 15.833333333333334,
2026-09-12 00:14:06 +00:00
"waiting": 8691
2026-09-11 17:06:54 +00:00
}
},
2026-09-12 00:14:06 +00:00
"queueAttemptedAt": "2026-09-12T00:12:31.043964+00:00",
2026-09-11 17:06:54 +00:00
"queueError": null,
2026-09-12 00:14:06 +00:00
"queueUpdatedAt": "2026-09-12T00:12:31.043964+00:00",
2026-09-11 17:06:54 +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
}