Files
submmit/.modelhub_state/market_intelligence.json

791 lines
25 KiB
JSON
Raw Normal View History

2026-10-23 21:59:54 +00:00
{
2026-10-23 23:11:46 +00:00
"communityAttemptedAt": "2026-10-23T23:11:45.359995+00:00",
2026-10-23 21:59:54 +00:00
"communityError": "ModelHubAPIError: 分页大小不能超过100",
"communitySample": {},
"communityUpdatedAt": null,
"frameworkAttemptedAt": "2026-10-23T21:31:48.466406+00:00",
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 44070,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 22229,
"successRate": 0.5044020875879283,
"wilsonLowerBound": 0.4997338334708087
},
"vllm": {
"framework": "vllm",
"modelCount": 58703,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 15650,
"successRate": 0.2665962557279866,
"wilsonLowerBound": 0.2630345675460065
},
"vllm_0.23.0": {
"framework": "vllm_0.23.0",
"modelCount": 1,
"officialConfigError": "framework_mismatch",
"officialConfigValid": false,
"successCount": 1,
"successRate": 1.0,
"wilsonLowerBound": 0.20654329147389294
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 5689,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1834,
"successRate": 0.32237651608367024,
"wilsonLowerBound": 0.3103544239485514
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 39146,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 18845,
"successRate": 0.48140295304756553,
"wilsonLowerBound": 0.4764552874390643
},
"vllm": {
"framework": "vllm",
"modelCount": 40951,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 11208,
"successRate": 0.2736929501111084,
"wilsonLowerBound": 0.2693959990300839
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 14761,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6078,
"successRate": 0.4117607208183727,
"wilsonLowerBound": 0.4038450969648291
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 64319,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12100,
"successRate": 0.18812481537337333,
"wilsonLowerBound": 0.18512314649704006
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 36940,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7724,
"successRate": 0.20909583107742286,
"wilsonLowerBound": 0.20497910760490584
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 8471,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 117,
"successRate": 0.013811828591665683,
"wilsonLowerBound": 0.011537636115839061
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
"modelCount": 26824,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3294,
"successRate": 0.12280047718461079,
"wilsonLowerBound": 0.11892665277892703
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16526,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
"successRate": 0.10141595062326032,
"wilsonLowerBound": 0.09690557044342328
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 18084,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6934,
"successRate": 0.3834328688343287,
"wilsonLowerBound": 0.37637164145217955
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
"modelCount": 24850,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3811,
"successRate": 0.15336016096579477,
"wilsonLowerBound": 0.1489335547799854
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8123,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.066970331158439,
"wilsonLowerBound": 0.061736366111672984
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 56623,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14201,
"successRate": 0.25079914522367236,
"wilsonLowerBound": 0.2472456918196944
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
"modelCount": 26297,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3462,
"successRate": 0.13164999809864242,
"wilsonLowerBound": 0.12761715747267202
},
"vllm": {
"framework": "vllm",
"modelCount": 87134,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9775,
"successRate": 0.11218353340831363,
"wilsonLowerBound": 0.11010510375972507
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 50500,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5775,
"successRate": 0.11435643564356436,
"wilsonLowerBound": 0.11161003541047346
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 53131,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3873,
"successRate": 0.07289529653121529,
"wilsonLowerBound": 0.0707155110151609
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 95339,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 24120,
"successRate": 0.25299195502365246,
"wilsonLowerBound": 0.2502424047517867
},
"llamacpp_opt": {
"framework": "llamacpp_opt",
"modelCount": 156,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
},
"transformers": {
"framework": "transformers",
"modelCount": 5745,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 601,
"successRate": 0.10461270670147954,
"wilsonLowerBound": 0.09696092279125221
},
"vllm": {
"framework": "vllm",
"modelCount": 112962,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16543,
"successRate": 0.14644747791292648,
"wilsonLowerBound": 0.14439770382281036
},
"vllm-0.17.0": {
"framework": "vllm-0.17.0",
"modelCount": 344,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1,
"successRate": 0.0029069767441860465,
"wilsonLowerBound": 0.0005133240107990931
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
"modelCount": 26401,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4250,
"successRate": 0.16097875080489377,
"wilsonLowerBound": 0.15659492958501842
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 44697,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5813,
"successRate": 0.13005347115018906,
"wilsonLowerBound": 0.12696689152913743
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 8599,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 841,
"successRate": 0.09780207000814048,
"wilsonLowerBound": 0.09170198826594261
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 205,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 37,
"successRate": 0.18048780487804877,
"wilsonLowerBound": 0.13387369642098657
},
"vllm": {
"framework": "vllm",
"modelCount": 36113,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7315,
"successRate": 0.2025586353944563,
"wilsonLowerBound": 0.19844513876393066
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
"modelCount": 61597,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12431,
"successRate": 0.20181177654755914,
"wilsonLowerBound": 0.19866083314651803
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 19523,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5511,
"successRate": 0.28228243610100906,
"wilsonLowerBound": 0.27601178904036566
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 16530,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3991,
"successRate": 0.24143980641258317,
"wilsonLowerBound": 0.23497628620364494
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
"modelCount": 70277,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 19292,
"successRate": 0.2745137100331545,
"wilsonLowerBound": 0.27122661795564834
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 1989,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1142,
"successRate": 0.5741578682755153,
"wilsonLowerBound": 0.5523044519431793
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 48813,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 21851,
"successRate": 0.44764714317907117,
"wilsonLowerBound": 0.4432401556332851
},
"vllm": {
"framework": "vllm",
"modelCount": 41643,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5357,
"successRate": 0.12864106812669596,
"wilsonLowerBound": 0.12545960450812793
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 1299,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6289,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.03052949594530132,
"wilsonLowerBound": 0.026555749965692398
},
"vllm": {
"framework": "vllm",
"modelCount": 10117,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 766,
"successRate": 0.07571414450924187,
"wilsonLowerBound": 0.07071873575009961
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 8010,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3521,
"successRate": 0.4395755305867665,
"wilsonLowerBound": 0.42873742450636065
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7447,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 247,
"successRate": 0.03316771854438029,
"wilsonLowerBound": 0.0293351145479967
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 20833,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5925,
"successRate": 0.28440455047280755,
"wilsonLowerBound": 0.2783186609356636
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 29356,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 15054,
"successRate": 0.5128082845074261,
"wilsonLowerBound": 0.5070891016733915
},
"vllm": {
"framework": "vllm",
"modelCount": 68955,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7494,
"successRate": 0.10867957363497933,
"wilsonLowerBound": 0.10637825641278309
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 14553,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2643,
"successRate": 0.1816120387548959,
"wilsonLowerBound": 0.17543261396856724
}
}
}
},
"frameworkUpdatedAt": null,
2026-10-23 23:13:37 +00:00
"generatedAt": "2026-10-23T23:13:29.261587+00:00",
2026-10-23 21:59:54 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-10-23 23:09:59 +00:00
"backlogHours": 1228.235294117647,
2026-10-23 21:59:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 10,
2026-10-23 23:09:59 +00:00
"qualityFactor": 0.7108129593989223,
"queueFactor": 0.982640395982509,
"queueWeight": 0.982640395982509,
"recentSuccess": 47,
"recentSuccessRate": 0.34558823529411764,
2026-10-23 22:59:43 +00:00
"recentTerminal": 136,
2026-10-23 23:09:59 +00:00
"recentWilsonLowerBound": 0.2708948608823105,
2026-10-23 21:59:54 +00:00
"running": 10,
2026-10-23 23:09:59 +00:00
"selectionWeight": 0.6984735278932561,
2026-10-23 21:59:54 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 22:59:43 +00:00
"throughputPerHour": 22.666666666666668,
2026-10-23 23:09:59 +00:00
"waiting": 27840
2026-10-23 21:59:54 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-10-23 23:09:59 +00:00
"backlogHours": 1431.6617647058822,
2026-10-23 21:59:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 10,
2026-10-23 23:09:59 +00:00
"qualityFactor": 0.8775138433361446,
"queueFactor": 0.9603085284502002,
"queueWeight": 0.9603085284502002,
"recentSuccess": 51,
"recentSuccessRate": 0.375,
"recentTerminal": 136,
"recentWilsonLowerBound": 0.29811996168499116,
2026-10-23 22:59:43 +00:00
"running": 10,
2026-10-23 23:09:59 +00:00
"selectionWeight": 0.8426840275888126,
2026-10-23 21:59:54 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 23:09:59 +00:00
"throughputPerHour": 22.666666666666668,
"waiting": 32451
2026-10-23 21:59:54 +00:00
},
"Biren_166m": {
"available": true,
2026-10-23 23:09:59 +00:00
"backlogHours": 192.78832116788323,
2026-10-23 21:59:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 10,
"qualityFactor": 0.05,
2026-10-23 23:09:59 +00:00
"queueFactor": 1.2972531728558392,
"queueWeight": 1.2972531728558392,
"recentSuccess": 13,
"recentSuccessRate": 0.0948905109489051,
"recentTerminal": 137,
"recentWilsonLowerBound": 0.05629419132076919,
"running": 9,
"selectionWeight": 0.06486265864279196,
2026-10-23 21:59:54 +00:00
"stale": false,
2026-10-23 22:49:20 +00:00
"submissionEligible": true,
2026-10-23 23:09:59 +00:00
"throughputPerHour": 22.833333333333332,
"waiting": 4402
2026-10-23 21:59:54 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-10-23 23:09:59 +00:00
"backlogHours": 1646.7272727272727,
2026-10-23 21:59:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-23 23:09:59 +00:00
"qualityFactor": 0.3360646293807443,
"queueFactor": 0.9403588107366027,
"queueWeight": 0.9403588107366027,
"recentSuccess": 19,
"recentSuccessRate": 0.2878787878787879,
"recentTerminal": 66,
"recentWilsonLowerBound": 0.19271802784703906,
2026-10-23 21:59:54 +00:00
"running": 7,
2026-10-23 23:09:59 +00:00
"selectionWeight": 0.31602133521511383,
2026-10-23 21:59:54 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 23:09:59 +00:00
"throughputPerHour": 11.0,
"waiting": 18114
2026-10-23 21:59:54 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-10-23 23:09:59 +00:00
"backlogHours": 614.3076923076924,
2026-10-23 21:59:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-23 23:09:59 +00:00
"qualityFactor": 0.10028439037040629,
"queueFactor": 1.0902571833024906,
"queueWeight": 1.0902571833024906,
2026-10-23 22:59:43 +00:00
"recentSuccess": 16,
2026-10-23 23:09:59 +00:00
"recentSuccessRate": 0.17582417582417584,
"recentTerminal": 91,
"recentWilsonLowerBound": 0.11122434523601707,
"running": 7,
"selectionWeight": 0.10933577697444657,
2026-10-23 21:59:54 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 23:09:59 +00:00
"throughputPerHour": 15.166666666666666,
"waiting": 9317
2026-10-23 21:59:54 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-10-23 23:09:59 +00:00
"backlogHours": 81.01910828025477,
2026-10-23 21:59:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
2026-10-23 23:09:59 +00:00
"qualityFactor": 0.06209974720998616,
2026-10-23 21:59:54 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-23 23:09:59 +00:00
"recentSuccess": 38,
"recentSuccessRate": 0.12101910828025478,
"recentTerminal": 314,
"recentWilsonLowerBound": 0.08945181831424653,
"running": 24,
"selectionWeight": 0.08072967137298201,
2026-10-23 21:59:54 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 23:09:59 +00:00
"throughputPerHour": 52.333333333333336,
"waiting": 4240
2026-10-23 21:59:54 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-10-23 23:09:59 +00:00
"backlogHours": 339.8723404255319,
2026-10-23 21:59:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-10-23 22:05:01 +00:00
"qualityFactor": 0.05,
2026-10-23 23:09:59 +00:00
"queueFactor": 1.1914874615494169,
"queueWeight": 1.1914874615494169,
"recentSuccess": 10,
"recentSuccessRate": 0.07092198581560284,
"recentTerminal": 141,
"recentWilsonLowerBound": 0.03897621274287337,
"running": 15,
"selectionWeight": 0.05957437307747085,
2026-10-23 21:59:54 +00:00
"stale": false,
2026-10-23 22:38:54 +00:00
"submissionEligible": false,
2026-10-23 23:09:59 +00:00
"throughputPerHour": 23.5,
"waiting": 7987
2026-10-23 21:59:54 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-10-23 23:09:59 +00:00
"backlogHours": 2470.3076923076924,
2026-10-23 21:59:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-23 23:09:59 +00:00
"qualityFactor": 0.39049911388869846,
"queueFactor": 0.8848592438422923,
"queueWeight": 0.8848592438422923,
"recentSuccess": 13,
"recentSuccessRate": 0.3333333333333333,
"recentTerminal": 39,
"recentWilsonLowerBound": 0.2063276610691516,
2026-10-23 22:28:21 +00:00
"running": 2,
2026-10-23 23:09:59 +00:00
"selectionWeight": 0.3455367506366389,
2026-10-23 21:59:54 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 23:09:59 +00:00
"throughputPerHour": 6.5,
2026-10-23 22:28:21 +00:00
"waiting": 16057
2026-10-23 21:59:54 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-10-23 23:09:59 +00:00
"backlogHours": 456.35897435897436,
2026-10-23 21:59:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-23 23:09:59 +00:00
"qualityFactor": 0.17137388510799048,
"queueFactor": 1.139963275341532,
"queueWeight": 1.139963275341532,
"recentSuccess": 24,
"recentSuccessRate": 0.20512820512820512,
"recentTerminal": 117,
"recentWilsonLowerBound": 0.14189847337772166,
2026-10-23 21:59:54 +00:00
"running": 8,
2026-10-23 23:09:59 +00:00
"selectionWeight": 0.19535993537570823,
2026-10-23 21:59:54 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 23:09:59 +00:00
"throughputPerHour": 19.5,
2026-10-23 22:59:43 +00:00
"waiting": 8899
2026-10-23 21:59:54 +00:00
},
"MetaX_c-500": {
"available": true,
2026-10-23 23:09:59 +00:00
"backlogHours": 743.8043478260869,
2026-10-23 21:59:54 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-23 23:09:59 +00:00
"qualityFactor": 0.36767321290708344,
"queueFactor": 1.0594196962883096,
"queueWeight": 1.0594196962883096,
2026-10-23 22:59:43 +00:00
"recentSuccess": 26,
2026-10-23 23:09:59 +00:00
"recentSuccessRate": 0.2826086956521739,
"recentTerminal": 92,
"recentWilsonLowerBound": 0.20075548814347025,
2026-10-23 21:59:54 +00:00
"running": 4,
2026-10-23 23:09:59 +00:00
"selectionWeight": 0.3895202435513693,
2026-10-23 21:59:54 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 23:09:59 +00:00
"throughputPerHour": 15.333333333333334,
"waiting": 11405
2026-10-23 21:59:54 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-10-23 23:09:59 +00:00
"backlogHours": 2504.3809523809523,
2026-10-23 21:59:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 2.5,
2026-10-23 23:09:59 +00:00
"queueFactor": 0.8830428756083218,
"queueWeight": 0.8830428756083218,
"recentSuccess": 38,
"recentSuccessRate": 0.6031746031746031,
"recentTerminal": 63,
"recentWilsonLowerBound": 0.47980694060752427,
2026-10-23 22:28:21 +00:00
"running": 4,
2026-10-23 23:09:59 +00:00
"selectionWeight": 2.2076071890208047,
2026-10-23 21:59:54 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 23:09:59 +00:00
"throughputPerHour": 10.5,
2026-10-23 22:59:43 +00:00
"waiting": 26296
2026-10-23 21:59:54 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-10-23 23:09:59 +00:00
"backlogHours": 4484.88,
2026-10-23 21:59:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
"qualityFactor": 0.05,
2026-10-23 23:09:59 +00:00
"queueFactor": 0.8091410332070159,
"queueWeight": 0.8091410332070159,
2026-10-23 22:17:53 +00:00
"recentSuccess": 3,
2026-10-23 22:49:20 +00:00
"recentSuccessRate": 0.12,
"recentTerminal": 25,
"recentWilsonLowerBound": 0.04166741357068093,
2026-10-23 21:59:54 +00:00
"running": 2,
2026-10-23 23:09:59 +00:00
"selectionWeight": 0.040457051660350796,
2026-10-23 21:59:54 +00:00
"stale": false,
"submissionEligible": false,
2026-10-23 22:49:20 +00:00
"throughputPerHour": 4.166666666666667,
2026-10-23 23:09:59 +00:00
"waiting": 18687
2026-10-23 21:59:54 +00:00
},
"Vastai_va16": {
"available": true,
2026-10-23 23:09:59 +00:00
"backlogHours": 957.5575221238938,
2026-10-23 21:59:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-10-23 23:09:59 +00:00
"qualityFactor": 0.4679356781596266,
"queueFactor": 1.0200280600100338,
"queueWeight": 1.0200280600100338,
2026-10-23 22:49:20 +00:00
"recentSuccess": 34,
2026-10-23 23:09:59 +00:00
"recentSuccessRate": 0.3008849557522124,
"recentTerminal": 113,
"recentWilsonLowerBound": 0.22401098815624215,
2026-10-23 22:59:43 +00:00
"running": 16,
2026-10-23 23:09:59 +00:00
"selectionWeight": 0.4773075220026435,
2026-10-23 21:59:54 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 23:09:59 +00:00
"throughputPerHour": 18.833333333333332,
2026-10-23 22:59:43 +00:00
"waiting": 18034
2026-10-23 21:59:54 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-10-23 23:09:59 +00:00
"backlogHours": 1413.6,
2026-10-23 21:59:54 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-10-23 23:09:59 +00:00
"qualityFactor": 0.43395222882998286,
"queueFactor": 0.962139111489566,
"queueWeight": 0.962139111489566,
"recentSuccess": 31,
"recentSuccessRate": 0.29523809523809524,
"recentTerminal": 105,
"recentWilsonLowerBound": 0.2164639494567783,
"running": 6,
"selectionWeight": 0.4175224118753965,
2026-10-23 21:59:54 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 23:09:59 +00:00
"throughputPerHour": 17.5,
"waiting": 24738
2026-10-23 21:59:54 +00:00
}
},
2026-10-23 23:09:59 +00:00
"queueAttemptedAt": "2026-10-23T23:09:54.461552+00:00",
2026-10-23 21:59:54 +00:00
"queueError": null,
2026-10-23 23:09:59 +00:00
"queueUpdatedAt": "2026-10-23T23:09:54.461552+00:00",
2026-10-23 21:59:54 +00:00
"supportedGpus": [
"Cambricon_mlu-370-x4",
"Vastai_va16",
"Iluvatar_mrv-100",
"Kunlunxin_p-800",
"Iluvatar_bi-150",
"hygon_k100-ai",
"MetaX_c-500",
"Sunrise_pt-200-x1",
"Ascend_910-b4",
"Ascend_910-b3",
"Biren_166m",
"Iluvatar_bi-100",
"Cambricon_mlu-370-x8",
"Mthreads_s4000"
],
"taskTypes": [
"text-generation"
],
"throughputWindowHours": 6,
"version": 3
}