Files
submmit/.modelhub_state/market_intelligence.json

773 lines
24 KiB
JSON
Raw Normal View History

2026-10-04 11:08:11 +00:00
{
2026-10-04 18:33:29 +00:00
"communityAttemptedAt": "2026-10-04T18:33:08.662083+00:00",
2026-10-04 11:08:11 +00:00
"communityError": null,
"communitySample": {},
2026-10-04 18:33:29 +00:00
"communityUpdatedAt": "2026-10-04T18:33:08.662083+00:00",
2026-10-04 16:27:24 +00:00
"frameworkAttemptedAt": "2026-10-04T16:27:10.273279+00:00",
2026-10-04 11:08:11 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-10-04 16:27:24 +00:00
"modelCount": 40947,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 20084,
"successRate": 0.4904877036168706,
"wilsonLowerBound": 0.4856466932438106
2026-10-04 11:08:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-04 16:27:24 +00:00
"modelCount": 54824,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 15115,
"successRate": 0.2757004231723333,
"wilsonLowerBound": 0.2719755744578353
2026-10-04 11:08:11 +00:00
},
"vllm_0.23.0": {
"framework": "vllm_0.23.0",
"modelCount": 0,
"officialConfigError": "framework_mismatch",
"officialConfigValid": false,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-04 16:27:24 +00:00
"modelCount": 3666,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 1082,
"successRate": 0.29514457174031644,
"wilsonLowerBound": 0.28060039717132573
2026-10-04 11:08:11 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-10-04 16:27:24 +00:00
"modelCount": 35549,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 16435,
"successRate": 0.4623196151790486,
"wilsonLowerBound": 0.4571410316263713
2026-10-04 11:08:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-04 16:27:24 +00:00
"modelCount": 39143,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 10924,
"successRate": 0.27907927343330863,
"wilsonLowerBound": 0.27465750177137455
2026-10-04 11:08:11 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-04 16:27:24 +00:00
"modelCount": 11533,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 4832,
"successRate": 0.4189716465793809,
"wilsonLowerBound": 0.40999524875535726
2026-10-04 11:08:11 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-10-04 16:27:24 +00:00
"modelCount": 64178,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12094,
2026-10-04 16:27:24 +00:00
"successRate": 0.18844463834959022,
"wilsonLowerBound": 0.18543770256687467
2026-10-04 11:08:11 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-04 16:27:24 +00:00
"modelCount": 26085,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 5541,
"successRate": 0.21242093156986774,
"wilsonLowerBound": 0.2074997527544099
2026-10-04 11:08:11 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-04 16:27:24 +00:00
"modelCount": 7330,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 94,
2026-10-04 16:27:24 +00:00
"successRate": 0.012824010914051841,
"wilsonLowerBound": 0.010491456661972855
2026-10-04 11:08:11 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-10-04 16:27:24 +00:00
"modelCount": 26520,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3261,
2026-10-04 16:27:24 +00:00
"successRate": 0.12296380090497737,
"wilsonLowerBound": 0.1190658652396679
2026-10-04 11:08:11 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16496,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
"successRate": 0.1016003879728419,
"wilsonLowerBound": 0.09708223705449089
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-10-04 16:27:24 +00:00
"modelCount": 14093,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 5700,
"successRate": 0.4044561129638828,
"wilsonLowerBound": 0.3963801920247765
2026-10-04 11:08:11 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-10-04 16:27:24 +00:00
"modelCount": 24565,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3798,
2026-10-04 16:27:24 +00:00
"successRate": 0.15461021778953796,
"wilsonLowerBound": 0.15014314191977335
2026-10-04 11:08:11 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8123,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.066970331158439,
"wilsonLowerBound": 0.061736366111672984
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-10-04 16:27:24 +00:00
"modelCount": 48943,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 12220,
"successRate": 0.24967819708640662,
"wilsonLowerBound": 0.24586330137213241
2026-10-04 11:08:11 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-10-04 16:27:24 +00:00
"modelCount": 23686,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 3111,
"successRate": 0.13134340960905175,
"wilsonLowerBound": 0.1271014421174694
2026-10-04 11:08:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-04 16:27:24 +00:00
"modelCount": 86858,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9768,
2026-10-04 16:27:24 +00:00
"successRate": 0.11245941651891593,
"wilsonLowerBound": 0.11037544978714471
2026-10-04 11:08:11 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-04 16:27:24 +00:00
"modelCount": 44355,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 5400,
"successRate": 0.1217450118363206,
"wilsonLowerBound": 0.11873459401356201
2026-10-04 11:08:11 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-04 16:27:24 +00:00
"modelCount": 42268,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 3591,
"successRate": 0.08495788776379294,
"wilsonLowerBound": 0.08233735136852925
2026-10-04 11:08:11 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-10-04 16:27:24 +00:00
"modelCount": 91214,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 22445,
"successRate": 0.24606968228561404,
"wilsonLowerBound": 0.24328516921335383
2026-10-04 11:08:11 +00:00
},
"transformers": {
"framework": "transformers",
2026-10-04 16:27:24 +00:00
"modelCount": 5453,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 580,
2026-10-04 16:27:24 +00:00
"successRate": 0.10636346964973409,
"wilsonLowerBound": 0.09845573022593368
2026-10-04 11:08:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-04 16:27:24 +00:00
"modelCount": 112790,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 16529,
"successRate": 0.14654667967018353,
"wilsonLowerBound": 0.14449477031337343
2026-10-04 11:08:11 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-10-04 16:27:24 +00:00
"modelCount": 21409,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 3820,
"successRate": 0.1784296323975898,
"wilsonLowerBound": 0.17335868349485636
2026-10-04 11:08:11 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-04 16:27:24 +00:00
"modelCount": 43440,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 5648,
"successRate": 0.1300184162062615,
"wilsonLowerBound": 0.12688832570870462
2026-10-04 11:08:11 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-04 16:27:24 +00:00
"modelCount": 7648,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 703,
"successRate": 0.09191945606694561,
"wilsonLowerBound": 0.085647593681614
2026-10-04 11:08:11 +00:00
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
2026-10-04 16:27:24 +00:00
"modelCount": 205,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 37,
2026-10-04 16:27:24 +00:00
"successRate": 0.18048780487804877,
"wilsonLowerBound": 0.13387369642098657
2026-10-04 11:08:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-04 16:27:24 +00:00
"modelCount": 33242,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 6394,
"successRate": 0.19234703086456892,
"wilsonLowerBound": 0.18814558671735693
2026-10-04 11:08:11 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-10-04 16:27:24 +00:00
"modelCount": 61397,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12411,
2026-10-04 16:27:24 +00:00
"successRate": 0.20214342720328354,
"wilsonLowerBound": 0.1989854184229054
2026-10-04 11:08:11 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-04 16:27:24 +00:00
"modelCount": 12730,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 3727,
"successRate": 0.29277297721916734,
"wilsonLowerBound": 0.28493171416732604
2026-10-04 11:08:11 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-04 16:27:24 +00:00
"modelCount": 14778,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3662,
2026-10-04 16:27:24 +00:00
"successRate": 0.24780078495060226,
"wilsonLowerBound": 0.24090601410412868
2026-10-04 11:08:11 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-10-04 16:27:24 +00:00
"modelCount": 65808,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 18078,
"successRate": 0.274708242159008,
"wilsonLowerBound": 0.27131103873914547
2026-10-04 11:08:11 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-04 16:27:24 +00:00
"modelCount": 543,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 335,
"successRate": 0.6169429097605893,
"wilsonLowerBound": 0.5753676069594711
2026-10-04 11:08:11 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-10-04 16:27:24 +00:00
"modelCount": 47802,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 21261,
"successRate": 0.44477218526421486,
"wilsonLowerBound": 0.44032190524932546
2026-10-04 11:08:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-04 16:27:24 +00:00
"modelCount": 38655,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 4352,
"successRate": 0.1125856939593843,
"wilsonLowerBound": 0.10947304342761281
2026-10-04 11:08:11 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-04 16:27:24 +00:00
"modelCount": 900,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
2026-10-04 16:27:24 +00:00
"wilsonLowerBound": 4.318375942142756e-19
2026-10-04 11:08:11 +00:00
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6284,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.030553787396562698,
"wilsonLowerBound": 0.026576919854083197
},
"vllm": {
"framework": "vllm",
2026-10-04 16:27:24 +00:00
"modelCount": 10059,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 751,
2026-10-04 16:27:24 +00:00
"successRate": 0.07465950889750472,
"wilsonLowerBound": 0.06968374556956204
2026-10-04 11:08:11 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-04 16:27:24 +00:00
"modelCount": 6824,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 2970,
"successRate": 0.43522860492379833,
"wilsonLowerBound": 0.4235049346116168
2026-10-04 11:08:11 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7403,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 243,
"successRate": 0.03282453059570444,
"wilsonLowerBound": 0.029001798401434808
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-04 16:27:24 +00:00
"modelCount": 15538,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 4894,
"successRate": 0.31496975157677953,
"wilsonLowerBound": 0.30771246432729793
2026-10-04 11:08:11 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-10-04 16:27:24 +00:00
"modelCount": 27646,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-04 16:27:24 +00:00
"successCount": 14097,
"successRate": 0.5099110178687695,
"wilsonLowerBound": 0.5040172109245917
2026-10-04 11:08:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-04 16:27:24 +00:00
"modelCount": 65677,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6899,
2026-10-04 16:27:24 +00:00
"successRate": 0.105044383878679,
"wilsonLowerBound": 0.10272247299937777
2026-10-04 11:08:11 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-04 16:27:24 +00:00
"modelCount": 13247,
2026-10-04 11:08:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2083,
2026-10-04 16:27:24 +00:00
"successRate": 0.15724314939231523,
"wilsonLowerBound": 0.1511434404892029
2026-10-04 11:08:11 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-10-04 18:33:29 +00:00
"generatedAt": "2026-10-04T18:33:08.662083+00:00",
2026-10-04 11:08:11 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-10-04 18:28:23 +00:00
"backlogHours": 1117.1666666666667,
2026-10-04 11:08:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-04 18:28:23 +00:00
"qualityFactor": 0.9370084536121576,
"queueFactor": 0.9309103455130698,
"queueWeight": 0.9309103455130698,
"recentSuccess": 47,
"recentSuccessRate": 0.3263888888888889,
"recentTerminal": 144,
"recentWilsonLowerBound": 0.2551815623223416,
"running": 11,
"selectionWeight": 0.8722708633007609,
2026-10-04 11:08:11 +00:00
"stale": false,
"submissionEligible": true,
2026-10-04 18:28:23 +00:00
"throughputPerHour": 24.0,
"waiting": 26812
2026-10-04 11:08:11 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-10-04 18:28:23 +00:00
"backlogHours": 1387.0,
2026-10-04 11:08:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-04 17:03:14 +00:00
"qualityFactor": 2.5,
2026-10-04 18:28:23 +00:00
"queueFactor": 0.9011852668319645,
"queueWeight": 0.9011852668319645,
"recentSuccess": 61,
"recentSuccessRate": 0.48412698412698413,
"recentTerminal": 126,
"recentWilsonLowerBound": 0.3986345839535585,
2026-10-04 16:21:25 +00:00
"running": 8,
2026-10-04 18:28:23 +00:00
"selectionWeight": 2.2529631670799115,
2026-10-04 11:08:11 +00:00
"stale": false,
"submissionEligible": true,
2026-10-04 18:28:23 +00:00
"throughputPerHour": 21.0,
"waiting": 29127
2026-10-04 11:08:11 +00:00
},
"Biren_166m": {
"available": true,
2026-10-04 18:28:23 +00:00
"backlogHours": 145.2162162162162,
2026-10-04 11:08:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-04 18:28:23 +00:00
"qualityFactor": 0.8324866140697184,
"queueFactor": 1.2642218282852795,
"queueWeight": 1.2642218282852795,
"recentSuccess": 46,
"recentSuccessRate": 0.3108108108108108,
"recentTerminal": 148,
"recentWilsonLowerBound": 0.24182488869231053,
2026-10-04 18:07:19 +00:00
"running": 8,
2026-10-04 18:28:23 +00:00
"selectionWeight": 1.0524477492622413,
2026-10-04 11:08:11 +00:00
"stale": false,
"submissionEligible": true,
2026-10-04 18:28:23 +00:00
"throughputPerHour": 24.666666666666668,
"waiting": 3582
2026-10-04 11:08:11 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-10-04 18:28:23 +00:00
"backlogHours": 1575.6393442622953,
2026-10-04 11:08:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-04 18:28:23 +00:00
"qualityFactor": 0.16624956847035718,
"queueFactor": 0.8841114795893139,
"queueWeight": 0.8841114795893139,
2026-10-04 18:07:19 +00:00
"recentSuccess": 12,
2026-10-04 18:16:43 +00:00
"recentSuccessRate": 0.19672131147540983,
"recentTerminal": 61,
"recentWilsonLowerBound": 0.1162768855953685,
2026-10-04 16:21:25 +00:00
"running": 7,
2026-10-04 18:28:23 +00:00
"selectionWeight": 0.14698315196141243,
2026-10-04 11:08:11 +00:00
"stale": false,
"submissionEligible": false,
2026-10-04 18:16:43 +00:00
"throughputPerHour": 10.166666666666666,
2026-10-04 18:28:23 +00:00
"waiting": 16019
2026-10-04 11:08:11 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-10-04 18:28:23 +00:00
"backlogHours": 412.8,
2026-10-04 11:08:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-04 18:28:23 +00:00
"qualityFactor": 0.4760076722060264,
"queueFactor": 1.0808479392032666,
"queueWeight": 1.0808479392032666,
"recentSuccess": 32,
"recentSuccessRate": 0.256,
"recentTerminal": 125,
"recentWilsonLowerBound": 0.18756596643774243,
2026-10-04 14:58:57 +00:00
"running": 7,
2026-10-04 18:28:23 +00:00
"selectionWeight": 0.5144919115488277,
2026-10-04 11:08:11 +00:00
"stale": false,
"submissionEligible": true,
2026-10-04 18:28:23 +00:00
"throughputPerHour": 20.833333333333332,
"waiting": 8600
2026-10-04 11:08:11 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-10-04 18:28:23 +00:00
"backlogHours": 55.98913043478261,
2026-10-04 11:08:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-04 18:16:43 +00:00
"recentSuccess": 8,
2026-10-04 18:28:23 +00:00
"recentSuccessRate": 0.021739130434782608,
"recentTerminal": 368,
"recentWilsonLowerBound": 0.011055692107323501,
2026-10-04 17:03:14 +00:00
"running": 24,
2026-10-04 11:08:11 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-10-04 18:28:23 +00:00
"throughputPerHour": 61.333333333333336,
"waiting": 3434
2026-10-04 11:08:11 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-10-04 18:28:23 +00:00
"backlogHours": 119.20615384615385,
2026-10-04 11:08:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-10-04 18:28:23 +00:00
"qualityFactor": 0.0510935679567301,
2026-10-04 11:08:11 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-04 18:28:23 +00:00
"recentSuccess": 31,
"recentSuccessRate": 0.09538461538461539,
"recentTerminal": 325,
"recentWilsonLowerBound": 0.06801221092934125,
"running": 7,
"selectionWeight": 0.06642163834374913,
2026-10-04 11:08:11 +00:00
"stale": false,
2026-10-04 11:11:42 +00:00
"submissionEligible": false,
2026-10-04 18:28:23 +00:00
"throughputPerHour": 54.166666666666664,
"waiting": 6457
2026-10-04 11:08:11 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-10-04 18:28:23 +00:00
"backlogHours": 1913.1428571428573,
2026-10-04 11:08:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-04 18:28:23 +00:00
"qualityFactor": 0.21339005357387822,
"queueFactor": 0.8587434589220164,
"queueWeight": 0.8587434589220164,
"recentSuccess": 11,
"recentSuccessRate": 0.22448979591836735,
"recentTerminal": 49,
"recentWilsonLowerBound": 0.1302483771472861,
2026-10-04 16:21:25 +00:00
"running": 2,
2026-10-04 18:28:23 +00:00
"selectionWeight": 0.18324731270558658,
2026-10-04 11:08:11 +00:00
"stale": false,
2026-10-04 16:53:51 +00:00
"submissionEligible": false,
2026-10-04 18:28:23 +00:00
"throughputPerHour": 8.166666666666666,
2026-10-04 18:16:43 +00:00
"waiting": 15624
2026-10-04 11:08:11 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-10-04 18:28:23 +00:00
"backlogHours": 442.4873949579832,
2026-10-04 11:08:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-04 18:28:23 +00:00
"qualityFactor": 0.4897944119236647,
"queueFactor": 1.069646850131046,
"queueWeight": 1.069646850131046,
"recentSuccess": 31,
"recentSuccessRate": 0.2605042016806723,
"recentTerminal": 119,
"recentWilsonLowerBound": 0.19001607594151526,
2026-10-04 16:30:32 +00:00
"running": 8,
2026-10-04 18:28:23 +00:00
"selectionWeight": 0.5239070499259361,
2026-10-04 11:08:11 +00:00
"stale": false,
2026-10-04 13:43:29 +00:00
"submissionEligible": true,
2026-10-04 18:28:23 +00:00
"throughputPerHour": 19.833333333333332,
"waiting": 8776
2026-10-04 11:08:11 +00:00
},
"MetaX_c-500": {
"available": true,
2026-10-04 18:28:23 +00:00
"backlogHours": 616.4081632653061,
2026-10-04 11:08:11 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-04 18:28:23 +00:00
"qualityFactor": 0.8320041237147109,
"queueFactor": 1.0177598047228409,
"queueWeight": 1.0177598047228409,
"recentSuccess": 32,
"recentSuccessRate": 0.32653061224489793,
"recentTerminal": 98,
"recentWilsonLowerBound": 0.24176117124691768,
2026-10-04 16:21:25 +00:00
"running": 4,
2026-10-04 18:28:23 +00:00
"selectionWeight": 0.8467803544804825,
2026-10-04 11:08:11 +00:00
"stale": false,
"submissionEligible": true,
2026-10-04 18:28:23 +00:00
"throughputPerHour": 16.333333333333332,
2026-10-04 18:16:43 +00:00
"waiting": 10068
2026-10-04 11:08:11 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-10-04 18:28:23 +00:00
"backlogHours": 1609.609756097561,
2026-10-04 11:08:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-04 18:28:23 +00:00
"qualityFactor": 2.135114802590972,
"queueFactor": 0.881287200810072,
"queueWeight": 0.881287200810072,
"recentSuccess": 39,
"recentSuccessRate": 0.47560975609756095,
"recentTerminal": 82,
"recentWilsonLowerBound": 0.371047982844021,
"running": 5,
"selectionWeight": 1.8816493477835472,
2026-10-04 11:08:11 +00:00
"stale": false,
"submissionEligible": true,
2026-10-04 18:28:23 +00:00
"throughputPerHour": 13.666666666666666,
2026-10-04 18:16:43 +00:00
"waiting": 21998
2026-10-04 11:08:11 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-10-04 18:28:23 +00:00
"backlogHours": 607.5,
2026-10-04 11:08:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-04 13:43:29 +00:00
"qualityFactor": 0.05,
2026-10-04 18:28:23 +00:00
"queueFactor": 1.0199845884491776,
"queueWeight": 1.0199845884491776,
"recentSuccess": 8,
"recentSuccessRate": 0.047619047619047616,
"recentTerminal": 168,
"recentWilsonLowerBound": 0.02432370248475172,
2026-10-04 11:08:11 +00:00
"running": 2,
2026-10-04 18:28:23 +00:00
"selectionWeight": 0.05099922942245888,
2026-10-04 11:08:11 +00:00
"stale": false,
"submissionEligible": false,
2026-10-04 18:28:23 +00:00
"throughputPerHour": 28.0,
2026-10-04 18:16:43 +00:00
"waiting": 17010
2026-10-04 11:08:11 +00:00
},
"Vastai_va16": {
"available": true,
2026-10-04 18:28:23 +00:00
"backlogHours": 1182.5249999999999,
2026-10-04 11:08:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-10-04 14:48:05 +00:00
"qualityFactor": 0.05,
2026-10-04 18:28:23 +00:00
"queueFactor": 0.9230048912772191,
"queueWeight": 0.9230048912772191,
2026-10-04 17:55:45 +00:00
"recentSuccess": 3,
2026-10-04 18:28:23 +00:00
"recentSuccessRate": 0.0375,
"recentTerminal": 80,
"recentWilsonLowerBound": 0.012834336300788755,
"running": 17,
"selectionWeight": 0.04615024456386096,
2026-10-04 11:08:11 +00:00
"stale": false,
"submissionEligible": false,
2026-10-04 18:28:23 +00:00
"throughputPerHour": 13.333333333333334,
"waiting": 15767
2026-10-04 11:08:11 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-10-04 18:28:23 +00:00
"backlogHours": 769.9230769230769,
2026-10-04 11:08:11 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
"qualityFactor": 0.05,
2026-10-04 18:28:23 +00:00
"queueFactor": 0.9843701860293931,
"queueWeight": 0.9843701860293931,
2026-10-04 17:03:14 +00:00
"recentSuccess": 7,
2026-10-04 18:28:23 +00:00
"recentSuccessRate": 0.04487179487179487,
"recentTerminal": 156,
"recentWilsonLowerBound": 0.02190305846204288,
"running": 9,
"selectionWeight": 0.049218509301469655,
2026-10-04 11:08:11 +00:00
"stale": false,
"submissionEligible": false,
2026-10-04 18:28:23 +00:00
"throughputPerHour": 26.0,
"waiting": 20018
2026-10-04 11:08:11 +00:00
}
},
2026-10-04 18:28:23 +00:00
"queueAttemptedAt": "2026-10-04T18:27:58.657292+00:00",
2026-10-04 11:08:11 +00:00
"queueError": null,
2026-10-04 18:28:23 +00:00
"queueUpdatedAt": "2026-10-04T18:27:58.657292+00:00",
2026-10-04 11:08:11 +00:00
"supportedGpus": [
"Vastai_va16",
"Cambricon_mlu-370-x4",
"Kunlunxin_p-800",
"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
}