Files
submmit/.modelhub_state/market_intelligence.json

764 lines
24 KiB
JSON
Raw Normal View History

2026-09-21 05:13:24 +00:00
{
2026-09-21 05:58:01 +00:00
"communityAttemptedAt": "2026-09-21T05:57:51.884180+00:00",
2026-09-21 05:13:24 +00:00
"communityError": null,
"communitySample": {},
2026-09-21 05:58:01 +00:00
"communityUpdatedAt": "2026-09-21T05:57:51.884180+00:00",
2026-09-21 05:13:24 +00:00
"frameworkAttemptedAt": "2026-09-21T03:24:50.423497+00:00",
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 39901,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 19320,
"successRate": 0.48419839101776896,
"wilsonLowerBound": 0.47929652361345715
},
"vllm": {
"framework": "vllm",
"modelCount": 53374,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14891,
"successRate": 0.27899351744294976,
"wilsonLowerBound": 0.27520449912457534
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 2948,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 829,
"successRate": 0.2812075983717775,
"wilsonLowerBound": 0.2652708134186314
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 33209,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14732,
"successRate": 0.4436146827667199,
"wilsonLowerBound": 0.4382780940354441
},
"vllm": {
"framework": "vllm",
"modelCount": 37659,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 10694,
"successRate": 0.28396930348655036,
"wilsonLowerBound": 0.2794372011349417
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 9197,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3912,
"successRate": 0.4253560943786017,
"wilsonLowerBound": 0.4152849641306628
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 64007,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12088,
"successRate": 0.18885434405611887,
"wilsonLowerBound": 0.18584086902079802
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 18638,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3756,
"successRate": 0.20152376864470437,
"wilsonLowerBound": 0.19582649572996255
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 6204,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 61,
"successRate": 0.009832366215344938,
"wilsonLowerBound": 0.007662490518397138
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
"modelCount": 26184,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3227,
"successRate": 0.12324320195539261,
"wilsonLowerBound": 0.1193167645892249
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16470,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1674,
"successRate": 0.10163934426229508,
"wilsonLowerBound": 0.09711690799427429
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 11496,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4822,
"successRate": 0.41945024356297844,
"wilsonLowerBound": 0.4104578685491657
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
"modelCount": 24224,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3788,
"successRate": 0.15637384412153235,
"wilsonLowerBound": 0.15185443065631316
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8075,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.06736842105263158,
"wilsonLowerBound": 0.06210433444150264
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 43688,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 10935,
"successRate": 0.25029756454861746,
"wilsonLowerBound": 0.2462575654940645
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
"modelCount": 23355,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3070,
"successRate": 0.1314493684435881,
"wilsonLowerBound": 0.12717637134831228
},
"vllm": {
"framework": "vllm",
"modelCount": 86675,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9764,
"successRate": 0.11265070666282088,
"wilsonLowerBound": 0.1105629896444802
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 40908,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5024,
"successRate": 0.12281216387992569,
"wilsonLowerBound": 0.11966686135805872
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 32734,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3434,
"successRate": 0.10490621372273477,
"wilsonLowerBound": 0.10163280354849646
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 88862,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 21166,
"successRate": 0.23818955233958272,
"wilsonLowerBound": 0.23540010304471629
},
"transformers": {
"framework": "transformers",
"modelCount": 5232,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 566,
"successRate": 0.10818042813455657,
"wilsonLowerBound": 0.10004952071264889
},
"vllm": {
"framework": "vllm",
"modelCount": 112646,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16512,
"successRate": 0.146583101042203,
"wilsonLowerBound": 0.14452967450179602
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
"modelCount": 17864,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3517,
"successRate": 0.19687639946260635,
"wilsonLowerBound": 0.19111067687115263
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 42941,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5586,
"successRate": 0.1300854661046552,
"wilsonLowerBound": 0.12693672826082095
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 6836,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 571,
"successRate": 0.08352837916910474,
"wilsonLowerBound": 0.07720105329654853
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 200,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
"successRate": 0.18,
"wilsonLowerBound": 0.1329455066253411
},
"vllm": {
"framework": "vllm",
"modelCount": 31362,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5680,
"successRate": 0.18111089853963394,
"wilsonLowerBound": 0.1768877861214656
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
"modelCount": 60923,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12395,
"successRate": 0.2034535397140653,
"wilsonLowerBound": 0.20027557111614755
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 8358,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2425,
"successRate": 0.2901411821009811,
"wilsonLowerBound": 0.2805097399540416
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 13140,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3371,
"successRate": 0.256544901065449,
"wilsonLowerBound": 0.24914944259777705
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
"modelCount": 61566,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16868,
"successRate": 0.2739823928791866,
"wilsonLowerBound": 0.27047351296446853
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 0,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 46730,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 20486,
"successRate": 0.4383907554033811,
"wilsonLowerBound": 0.4338971053843247
},
"vllm": {
"framework": "vllm",
"modelCount": 36764,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3544,
"successRate": 0.0963986508540964,
"wilsonLowerBound": 0.09342372965246122
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 624,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6278,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.030582988212806625,
"wilsonLowerBound": 0.026602368317046696
},
"vllm": {
"framework": "vllm",
"modelCount": 10028,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 740,
"successRate": 0.07379337854008776,
"wilsonLowerBound": 0.06883801306073076
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 6023,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2561,
"successRate": 0.425203387016437,
"wilsonLowerBound": 0.4127694764913438
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7378,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
"successRate": 0.03185145025752236,
"wilsonLowerBound": 0.028081693938916925
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 11905,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3872,
"successRate": 0.3252414951700966,
"wilsonLowerBound": 0.31688375881126785
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 26594,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 13499,
"successRate": 0.507595698277807,
"wilsonLowerBound": 0.5015862851990744
},
"vllm": {
"framework": "vllm",
"modelCount": 62792,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6343,
"successRate": 0.10101605300038222,
"wilsonLowerBound": 0.09868332286892045
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 12567,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1821,
"successRate": 0.14490331821437097,
"wilsonLowerBound": 0.13885739935240637
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-21 06:02:45 +00:00
"generatedAt": "2026-09-21T06:02:43.477260+00:00",
2026-09-21 05:13:24 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-21 05:53:11 +00:00
"backlogHours": 890.2405063291139,
2026-09-21 05:13:24 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-21 05:53:11 +00:00
"qualityFactor": 0.7830825770777827,
"queueFactor": 0.9894314458253756,
"queueWeight": 0.9894314458253756,
"recentSuccess": 34,
"recentSuccessRate": 0.21518987341772153,
"recentTerminal": 158,
"recentWilsonLowerBound": 0.15827579730737143,
2026-09-21 05:18:00 +00:00
"running": 8,
2026-09-21 05:53:11 +00:00
"selectionWeight": 0.7748065264387317,
2026-09-21 05:13:24 +00:00
"stale": false,
"submissionEligible": true,
2026-09-21 05:53:11 +00:00
"throughputPerHour": 26.333333333333332,
"waiting": 23443
2026-09-21 05:13:24 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-21 05:53:11 +00:00
"backlogHours": 1267.0746268656717,
2026-09-21 05:13:24 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 2.5,
2026-09-21 05:53:11 +00:00
"queueFactor": 0.9384075264900441,
"queueWeight": 0.9384075264900441,
2026-09-21 05:42:28 +00:00
"recentSuccess": 46,
2026-09-21 05:53:11 +00:00
"recentSuccessRate": 0.34328358208955223,
"recentTerminal": 134,
"recentWilsonLowerBound": 0.26826599296332926,
2026-09-21 05:13:24 +00:00
"running": 8,
2026-09-21 05:53:11 +00:00
"selectionWeight": 2.34601881622511,
2026-09-21 05:13:24 +00:00
"stale": false,
"submissionEligible": true,
2026-09-21 05:53:11 +00:00
"throughputPerHour": 22.333333333333332,
"waiting": 28298
2026-09-21 05:13:24 +00:00
},
"Biren_166m": {
"available": true,
2026-09-21 05:53:11 +00:00
"backlogHours": 157.72340425531917,
2026-09-21 05:13:24 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-21 05:53:11 +00:00
"qualityFactor": 0.4514849345855973,
"queueFactor": 1.282706779691012,
"queueWeight": 1.282706779691012,
"recentSuccess": 32,
"recentSuccessRate": 0.1702127659574468,
"recentTerminal": 188,
"recentWilsonLowerBound": 0.12322631609759647,
2026-09-21 05:13:24 +00:00
"running": 8,
2026-09-21 05:53:11 +00:00
"selectionWeight": 0.5791227865212988,
2026-09-21 05:13:24 +00:00
"stale": false,
"submissionEligible": true,
2026-09-21 05:53:11 +00:00
"throughputPerHour": 31.333333333333332,
"waiting": 4942
2026-09-21 05:13:24 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-21 05:53:11 +00:00
"backlogHours": 1368.2727272727273,
2026-09-21 05:13:24 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-21 05:53:11 +00:00
"qualityFactor": 0.5146083708826653,
"queueFactor": 0.9276537636621507,
"queueWeight": 0.9276537636621507,
2026-09-21 05:18:00 +00:00
"recentSuccess": 14,
2026-09-21 05:53:11 +00:00
"recentSuccessRate": 0.21212121212121213,
"recentTerminal": 66,
"recentWilsonLowerBound": 0.13077866875683972,
"running": 7,
"selectionWeight": 0.4773783920613524,
2026-09-21 05:13:24 +00:00
"stale": false,
"submissionEligible": true,
2026-09-21 05:53:11 +00:00
"throughputPerHour": 11.0,
"waiting": 15051
2026-09-21 05:13:24 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-21 05:53:11 +00:00
"backlogHours": 426.276923076923,
2026-09-21 05:13:24 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-21 05:53:11 +00:00
"qualityFactor": 0.7313079886065087,
"queueFactor": 1.1049892123569927,
"queueWeight": 1.1049892123569927,
"recentSuccess": 28,
"recentSuccessRate": 0.2153846153846154,
"recentTerminal": 130,
"recentWilsonLowerBound": 0.15343032935030532,
"running": 9,
"selectionWeight": 0.8080874383206826,
2026-09-21 05:13:24 +00:00
"stale": false,
"submissionEligible": true,
2026-09-21 05:53:11 +00:00
"throughputPerHour": 21.666666666666668,
"waiting": 9236
2026-09-21 05:13:24 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-21 05:53:11 +00:00
"backlogHours": 46.20754716981132,
2026-09-21 05:13:24 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-21 05:53:11 +00:00
"recentSuccess": 17,
"recentSuccessRate": 0.05345911949685535,
"recentTerminal": 318,
"recentWilsonLowerBound": 0.033641576846858715,
"running": 25,
2026-09-21 05:13:24 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-21 05:53:11 +00:00
"throughputPerHour": 53.0,
"waiting": 2449
2026-09-21 05:13:24 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-21 05:53:11 +00:00
"backlogHours": 147.35999999999999,
2026-09-21 05:13:24 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-21 05:53:11 +00:00
"qualityFactor": 0.4256359442221855,
"queueFactor": 1.2958504073755448,
"queueWeight": 1.2958504073755448,
"recentSuccess": 33,
"recentSuccessRate": 0.165,
"recentTerminal": 200,
"recentWilsonLowerBound": 0.11996784122663977,
"running": 3,
"selectionWeight": 0.5515605117139937,
2026-09-21 05:13:24 +00:00
"stale": false,
"submissionEligible": true,
2026-09-21 05:53:11 +00:00
"throughputPerHour": 33.333333333333336,
2026-09-21 05:42:28 +00:00
"waiting": 4912
2026-09-21 05:13:24 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-21 05:53:11 +00:00
"backlogHours": 3582.8888888888887,
2026-09-21 05:13:24 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-21 05:53:11 +00:00
"qualityFactor": 1.1226210693642757,
"queueFactor": 0.8029283834981125,
"queueWeight": 0.8029283834981125,
"recentSuccess": 9,
"recentSuccessRate": 0.3333333333333333,
"recentTerminal": 27,
"recentWilsonLowerBound": 0.1864305444359335,
2026-09-21 05:18:00 +00:00
"running": 2,
2026-09-21 05:53:11 +00:00
"selectionWeight": 0.9013843205055803,
2026-09-21 05:13:24 +00:00
"stale": false,
"submissionEligible": true,
2026-09-21 05:53:11 +00:00
"throughputPerHour": 4.5,
"waiting": 16123
2026-09-21 05:13:24 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-21 05:53:11 +00:00
"backlogHours": 619.3398058252427,
2026-09-21 05:13:24 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-21 05:53:11 +00:00
"qualityFactor": 0.5736503293198223,
"queueFactor": 1.0447742553873056,
"queueWeight": 1.0447742553873056,
"recentSuccess": 21,
"recentSuccessRate": 0.20388349514563106,
"recentTerminal": 103,
"recentWilsonLowerBound": 0.13739723831977257,
2026-09-21 05:18:00 +00:00
"running": 8,
2026-09-21 05:53:11 +00:00
"selectionWeight": 0.5993350956678,
2026-09-21 05:13:24 +00:00
"stale": false,
"submissionEligible": true,
2026-09-21 05:53:11 +00:00
"throughputPerHour": 17.166666666666668,
2026-09-21 05:42:28 +00:00
"waiting": 10632
2026-09-21 05:13:24 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-21 05:53:11 +00:00
"backlogHours": 768.4883720930233,
2026-09-21 05:13:24 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-21 05:53:11 +00:00
"qualityFactor": 1.5430720253842494,
"queueFactor": 1.01150076699942,
"queueWeight": 1.01150076699942,
2026-09-21 05:42:28 +00:00
"recentSuccess": 26,
2026-09-21 05:53:11 +00:00
"recentSuccessRate": 0.3023255813953488,
"recentTerminal": 86,
"recentWilsonLowerBound": 0.21543382392193752,
2026-09-21 05:18:00 +00:00
"running": 4,
2026-09-21 05:53:11 +00:00
"selectionWeight": 1.5608185372115169,
2026-09-21 05:13:24 +00:00
"stale": false,
"submissionEligible": true,
2026-09-21 05:53:11 +00:00
"throughputPerHour": 14.333333333333334,
"waiting": 11015
2026-09-21 05:13:24 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-21 05:53:11 +00:00
"backlogHours": 1570.6265060240962,
2026-09-21 05:13:24 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-21 05:53:11 +00:00
"qualityFactor": 2.4607802749492587,
"queueFactor": 0.9086588758420401,
"queueWeight": 0.9086588758420401,
"recentSuccess": 30,
"recentSuccessRate": 0.3614457831325301,
"recentTerminal": 83,
"recentWilsonLowerBound": 0.2663447744940311,
"running": 5,
"selectionWeight": 2.2360098383296596,
2026-09-21 05:13:24 +00:00
"stale": false,
"submissionEligible": true,
2026-09-21 05:53:11 +00:00
"throughputPerHour": 13.833333333333334,
"waiting": 21727
2026-09-21 05:13:24 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-21 05:53:11 +00:00
"backlogHours": 5232.666666666667,
2026-09-21 05:13:24 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-21 05:53:11 +00:00
"qualityFactor": 2.058581778636694,
"queueFactor": 0.7585834282308129,
"queueWeight": 0.7585834282308129,
2026-09-21 05:18:00 +00:00
"recentSuccess": 8,
2026-09-21 05:53:11 +00:00
"recentSuccessRate": 0.4444444444444444,
"recentTerminal": 18,
"recentWilsonLowerBound": 0.24559231101389123,
2026-09-21 05:13:24 +00:00
"running": 2,
2026-09-21 05:53:11 +00:00
"selectionWeight": 1.5616060229317077,
2026-09-21 05:13:24 +00:00
"stale": false,
2026-09-21 05:53:11 +00:00
"submissionEligible": false,
"throughputPerHour": 3.0,
2026-09-21 05:13:24 +00:00
"waiting": 15698
},
"Vastai_va16": {
"available": true,
2026-09-21 05:53:11 +00:00
"backlogHours": 1769.0204081632655,
2026-09-21 05:13:24 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-21 05:53:11 +00:00
"qualityFactor": 0.13408200871690726,
"queueFactor": 0.8925897288450032,
"queueWeight": 0.8925897288450032,
2026-09-21 05:13:24 +00:00
"recentSuccess": 7,
2026-09-21 05:53:11 +00:00
"recentSuccessRate": 0.14285714285714285,
"recentTerminal": 49,
"recentWilsonLowerBound": 0.07096333720544586,
2026-09-21 05:13:24 +00:00
"running": 16,
2026-09-21 05:53:11 +00:00
"selectionWeight": 0.1196802238036176,
2026-09-21 05:13:24 +00:00
"stale": false,
"submissionEligible": true,
2026-09-21 05:53:11 +00:00
"throughputPerHour": 8.166666666666666,
"waiting": 14447
2026-09-21 05:13:24 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-21 05:53:11 +00:00
"backlogHours": 318.07973421926914,
2026-09-21 05:13:24 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-21 05:53:11 +00:00
"qualityFactor": 0.11107553443641385,
"queueFactor": 1.1545996234943492,
"queueWeight": 1.1545996234943492,
"recentSuccess": 28,
"recentSuccessRate": 0.09302325581395349,
"recentTerminal": 301,
"recentWilsonLowerBound": 0.06514393482236763,
2026-09-21 05:13:24 +00:00
"running": 6,
2026-09-21 05:53:11 +00:00
"selectionWeight": 0.12824777023971706,
2026-09-21 05:13:24 +00:00
"stale": false,
"submissionEligible": true,
2026-09-21 05:53:11 +00:00
"throughputPerHour": 50.166666666666664,
"waiting": 15957
2026-09-21 05:13:24 +00:00
}
},
2026-09-21 05:53:11 +00:00
"queueAttemptedAt": "2026-09-21T05:53:10.619349+00:00",
2026-09-21 05:13:24 +00:00
"queueError": null,
2026-09-21 05:53:11 +00:00
"queueUpdatedAt": "2026-09-21T05:53:10.619349+00:00",
2026-09-21 05:13:24 +00:00
"supportedGpus": [
"Vastai_va16",
"Kunlunxin_p-800",
"Cambricon_mlu-370-x4",
"Iluvatar_mrv-100",
"Iluvatar_bi-150",
"Ascend_910-b4",
"hygon_k100-ai",
"Ascend_910-b3",
"MetaX_c-500",
"Sunrise_pt-200-x1",
"Biren_166m",
"Iluvatar_bi-100",
"Cambricon_mlu-370-x8",
"Mthreads_s4000"
],
"taskTypes": [
"text-generation"
],
"throughputWindowHours": 6,
"version": 3
}