Files
submmit/.modelhub_state/market_intelligence.json

712 lines
22 KiB
JSON
Raw Normal View History

2026-09-27 09:06:43 +00:00
{
2026-09-27 11:22:32 +00:00
"communityAttemptedAt": "2026-09-27T11:21:31.566638+00:00",
2026-09-27 09:06:43 +00:00
"communityError": null,
"communitySample": {},
2026-09-27 11:22:32 +00:00
"communityUpdatedAt": "2026-09-27T11:21:31.566638+00:00",
2026-09-27 11:27:19 +00:00
"frameworkAttemptedAt": "2026-09-27T11:27:14.277836+00:00",
2026-09-27 09:06:43 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-27 11:27:19 +00:00
"modelCount": 34287,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 15527,
"successRate": 0.45285385131390904,
"wilsonLowerBound": 0.4475905003855942
2026-09-27 09:06:43 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-27 11:27:19 +00:00
"modelCount": 38225,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 10791,
"successRate": 0.2823021582733813,
"wilsonLowerBound": 0.27781178077118984
2026-09-27 09:06:43 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-27 11:27:19 +00:00
"modelCount": 10414,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 4370,
"successRate": 0.4196274246207029,
"wilsonLowerBound": 0.4101804153958004
2026-09-27 09:06:43 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-27 11:27:19 +00:00
"modelCount": 64125,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12091,
2026-09-27 11:27:19 +00:00
"successRate": 0.18855360623781675,
"wilsonLowerBound": 0.1855447576196219
2026-09-27 09:06:43 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-27 11:27:19 +00:00
"modelCount": 22115,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 4579,
"successRate": 0.2070540357223604,
"wilsonLowerBound": 0.20176470574096297
2026-09-27 09:06:43 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-27 11:27:19 +00:00
"modelCount": 6832,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 74,
2026-09-27 11:27:19 +00:00
"successRate": 0.010831381733021077,
"wilsonLowerBound": 0.008637144605720879
2026-09-27 09:06:43 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-27 11:27:19 +00:00
"modelCount": 26420,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 3248,
"successRate": 0.12293716881150643,
"wilsonLowerBound": 0.11903233880992954
2026-09-27 09:06:43 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16485,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
"successRate": 0.10166818319684562,
"wilsonLowerBound": 0.09714717632753626
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-27 11:27:19 +00:00
"modelCount": 12651,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 5228,
"successRate": 0.4132479645877796,
"wilsonLowerBound": 0.4046947908846399
2026-09-27 09:06:43 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-27 11:27:19 +00:00
"modelCount": 24420,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 3796,
"successRate": 0.15544635544635543,
"wilsonLowerBound": 0.15095607344393705
2026-09-27 09:06:43 +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",
2026-09-27 11:27:19 +00:00
"modelCount": 46177,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 11499,
"successRate": 0.24902007492907724,
"wilsonLowerBound": 0.245096719808682
2026-09-27 09:06:43 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-27 11:27:19 +00:00
"modelCount": 23518,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3093,
2026-09-27 11:27:19 +00:00
"successRate": 0.13151628539841823,
"wilsonLowerBound": 0.12725696940315265
2026-09-27 09:06:43 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-27 11:27:19 +00:00
"modelCount": 86770,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9764,
2026-09-27 11:27:19 +00:00
"successRate": 0.11252737121124813,
"wilsonLowerBound": 0.11044179918488706
2026-09-27 09:06:43 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-27 11:27:19 +00:00
"modelCount": 42436,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 5204,
"successRate": 0.12263172777830145,
"wilsonLowerBound": 0.11954493103798015
2026-09-27 09:06:43 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-27 11:27:19 +00:00
"modelCount": 37012,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 3514,
"successRate": 0.09494218091429807,
"wilsonLowerBound": 0.09199764646096137
2026-09-27 09:06:43 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-27 11:27:19 +00:00
"modelCount": 89954,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 21740,
"successRate": 0.24167908041888075,
"wilsonLowerBound": 0.2388925095299831
2026-09-27 09:06:43 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-27 11:27:19 +00:00
"modelCount": 5357,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 577,
2026-09-27 11:27:19 +00:00
"successRate": 0.10770953892103789,
"wilsonLowerBound": 0.0996870100008811
2026-09-27 09:06:43 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-27 11:27:19 +00:00
"modelCount": 112727,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16525,
2026-09-27 11:27:19 +00:00
"successRate": 0.14659309659620146,
"wilsonLowerBound": 0.14454034496320375
2026-09-27 09:06:43 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-27 11:27:19 +00:00
"modelCount": 19626,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 3685,
"successRate": 0.18776113319066545,
"wilsonLowerBound": 0.1823587562874447
2026-09-27 09:06:43 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-27 11:27:19 +00:00
"modelCount": 43137,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 5608,
"successRate": 0.13000440457148155,
"wilsonLowerBound": 0.12686360178721176
2026-09-27 09:06:43 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-27 11:27:19 +00:00
"modelCount": 7192,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 621,
"successRate": 0.08634593993325917,
"wilsonLowerBound": 0.08007328118849572
2026-09-27 09:06:43 +00:00
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 200,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
"successRate": 0.18,
"wilsonLowerBound": 0.1329455066253411
},
"vllm": {
"framework": "vllm",
2026-09-27 11:27:19 +00:00
"modelCount": 32181,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 6017,
"successRate": 0.186973680121811,
"wilsonLowerBound": 0.18275123898377987
2026-09-27 09:06:43 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-27 11:27:19 +00:00
"modelCount": 61211,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12401,
2026-09-27 11:27:19 +00:00
"successRate": 0.2025943049451896,
"wilsonLowerBound": 0.19942885610227043
2026-09-27 09:06:43 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-27 11:27:19 +00:00
"modelCount": 10236,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 3016,
"successRate": 0.2946463462289957,
"wilsonLowerBound": 0.2858929953667756
2026-09-27 09:06:43 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-27 11:27:19 +00:00
"modelCount": 14098,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 3545,
"successRate": 0.251454106965527,
"wilsonLowerBound": 0.24436077456380803
2026-09-27 09:06:43 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-27 11:27:19 +00:00
"modelCount": 63728,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 17466,
"successRate": 0.2740710519708762,
"wilsonLowerBound": 0.2706216118496773
2026-09-27 09:06:43 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-27 11:27:19 +00:00
"modelCount": 208,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 140,
"successRate": 0.6730769230769231,
"wilsonLowerBound": 0.6066911380156328
2026-09-27 09:06:43 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-27 11:27:19 +00:00
"modelCount": 47212,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 20847,
"successRate": 0.4415614674235364,
"wilsonLowerBound": 0.437087070949341
2026-09-27 09:06:43 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-27 11:27:19 +00:00
"modelCount": 37566,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 3909,
"successRate": 0.10405685992652931,
"wilsonLowerBound": 0.10100954497887264
2026-09-27 09:06:43 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 762,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6282,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.030563514804202482,
"wilsonLowerBound": 0.02658539726335166
},
"vllm": {
"framework": "vllm",
"modelCount": 10040,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 743,
"successRate": 0.07400398406374502,
"wilsonLowerBound": 0.06904470201407993
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-27 11:27:19 +00:00
"modelCount": 6380,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 2750,
"successRate": 0.43103448275862066,
"wilsonLowerBound": 0.41892765536671855
2026-09-27 09:06:43 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-09-27 11:27:19 +00:00
"modelCount": 7393,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 241,
"successRate": 0.032598403895576895,
"wilsonLowerBound": 0.028786866472004326
2026-09-27 09:06:43 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-27 11:27:19 +00:00
"modelCount": 13826,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 4488,
"successRate": 0.3246058151309128,
"wilsonLowerBound": 0.3168506167131575
2026-09-27 09:06:43 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-27 11:27:19 +00:00
"modelCount": 27115,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 13810,
"successRate": 0.5093121888253734,
"wilsonLowerBound": 0.5033608940791131
2026-09-27 09:06:43 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-27 11:27:19 +00:00
"modelCount": 64083,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 6585,
"successRate": 0.10275736154674407,
"wilsonLowerBound": 0.10043015905815691
2026-09-27 09:06:43 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-27 11:27:19 +00:00
"modelCount": 12906,
2026-09-27 09:06:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 11:27:19 +00:00
"successCount": 1952,
"successRate": 0.15124748179141484,
"wilsonLowerBound": 0.14516979517741138
2026-09-27 09:06:43 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-27 11:28:53 +00:00
"generatedAt": "2026-09-27T11:28:53.063128+00:00",
2026-09-27 09:06:43 +00:00
"gpuStats": {
"Ascend_910-b4": {
"available": true,
2026-09-27 11:19:42 +00:00
"backlogHours": 824.423076923077,
2026-09-27 09:06:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-27 11:19:42 +00:00
"qualityFactor": 0.7604779617165687,
"queueFactor": 0.9624699066287047,
"queueWeight": 0.9624699066287047,
"recentSuccess": 58,
"recentSuccessRate": 0.27884615384615385,
"recentTerminal": 208,
"recentWilsonLowerBound": 0.22233614247195496,
2026-09-27 11:09:22 +00:00
"running": 8,
2026-09-27 11:19:42 +00:00
"selectionWeight": 0.7319371528065335,
2026-09-27 09:06:43 +00:00
"stale": false,
"submissionEligible": true,
2026-09-27 11:19:42 +00:00
"throughputPerHour": 34.666666666666664,
2026-09-27 11:09:22 +00:00
"waiting": 28580
2026-09-27 09:06:43 +00:00
},
"Biren_166m": {
"available": true,
2026-09-27 11:19:42 +00:00
"backlogHours": 152.475,
2026-09-27 09:06:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-27 11:19:42 +00:00
"qualityFactor": 0.21025147721420948,
"queueFactor": 1.239737916696428,
"queueWeight": 1.239737916696428,
"recentSuccess": 28,
"recentSuccessRate": 0.175,
"recentTerminal": 160,
"recentWilsonLowerBound": 0.12394120470168268,
"running": 8,
"selectionWeight": 0.26065672834389053,
2026-09-27 09:06:43 +00:00
"stale": false,
"submissionEligible": false,
2026-09-27 11:19:42 +00:00
"throughputPerHour": 26.666666666666668,
"waiting": 4066
2026-09-27 09:06:43 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-27 11:19:42 +00:00
"backlogHours": 784.0344827586207,
2026-09-27 09:06:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-27 11:19:42 +00:00
"qualityFactor": 0.09582991627485278,
"queueFactor": 0.9697491459321532,
"queueWeight": 0.9697491459321532,
"recentSuccess": 16,
"recentSuccessRate": 0.13793103448275862,
"recentTerminal": 116,
"recentWilsonLowerBound": 0.08671766101537676,
2026-09-27 09:06:43 +00:00
"running": 7,
2026-09-27 11:19:42 +00:00
"selectionWeight": 0.09293097946228823,
2026-09-27 09:06:43 +00:00
"stale": false,
"submissionEligible": false,
2026-09-27 11:19:42 +00:00
"throughputPerHour": 19.333333333333332,
"waiting": 15158
2026-09-27 09:06:43 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-27 11:19:42 +00:00
"backlogHours": 432.93442622950823,
2026-09-27 09:06:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-27 11:19:42 +00:00
"qualityFactor": 0.2575254138215021,
"queueFactor": 1.0600988469426074,
"queueWeight": 1.0600988469426074,
"recentSuccess": 24,
"recentSuccessRate": 0.19672131147540983,
"recentTerminal": 122,
"recentWilsonLowerBound": 0.13591035553474007,
2026-09-27 09:41:45 +00:00
"running": 7,
2026-09-27 11:19:42 +00:00
"selectionWeight": 0.2730023942505922,
2026-09-27 09:06:43 +00:00
"stale": false,
2026-09-27 10:36:45 +00:00
"submissionEligible": false,
2026-09-27 11:19:42 +00:00
"throughputPerHour": 20.333333333333332,
"waiting": 8803
2026-09-27 09:06:43 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-27 11:19:42 +00:00
"backlogHours": 28.896860986547086,
2026-09-27 09:06:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-27 10:57:58 +00:00
"recentSuccess": 23,
2026-09-27 11:19:42 +00:00
"recentSuccessRate": 0.0515695067264574,
"recentTerminal": 446,
"recentWilsonLowerBound": 0.03460596821493446,
"running": 14,
2026-09-27 09:06:43 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-27 11:19:42 +00:00
"throughputPerHour": 74.33333333333333,
"waiting": 2148
2026-09-27 09:06:43 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-27 11:19:42 +00:00
"backlogHours": 72.0,
2026-09-27 09:06:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-27 11:19:42 +00:00
"qualityFactor": 0.21097192336288695,
2026-09-27 09:06:43 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-27 11:19:42 +00:00
"recentSuccess": 63,
"recentSuccessRate": 0.15632754342431762,
"recentTerminal": 403,
"recentWilsonLowerBound": 0.12413406825645505,
"running": 6,
"selectionWeight": 0.27426350037175307,
2026-09-27 09:06:43 +00:00
"stale": false,
"submissionEligible": false,
2026-09-27 11:19:42 +00:00
"throughputPerHour": 67.16666666666667,
"waiting": 4836
2026-09-27 09:06:43 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-27 11:19:42 +00:00
"backlogHours": 2738.057142857143,
2026-09-27 09:06:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
"qualityFactor": 2.5,
2026-09-27 11:19:42 +00:00
"queueFactor": 0.8038838508259373,
"queueWeight": 0.8038838508259373,
"recentSuccess": 19,
"recentSuccessRate": 0.5428571428571428,
"recentTerminal": 35,
"recentWilsonLowerBound": 0.3818945134013752,
2026-09-27 09:06:43 +00:00
"running": 2,
2026-09-27 11:19:42 +00:00
"selectionWeight": 2.009709627064843,
2026-09-27 09:06:43 +00:00
"stale": false,
"submissionEligible": true,
2026-09-27 11:19:42 +00:00
"throughputPerHour": 5.833333333333333,
2026-09-27 11:09:22 +00:00
"waiting": 15972
2026-09-27 09:06:43 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-27 11:09:22 +00:00
"backlogHours": 458.88000000000005,
2026-09-27 09:06:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-27 11:19:42 +00:00
"qualityFactor": 0.7656629172055784,
"queueFactor": 1.0508840752204989,
"queueWeight": 1.0508840752204989,
"recentSuccess": 37,
"recentSuccessRate": 0.296,
2026-09-27 11:09:22 +00:00
"recentTerminal": 125,
2026-09-27 11:19:42 +00:00
"recentWilsonLowerBound": 0.22302390784930146,
2026-09-27 10:36:45 +00:00
"running": 8,
2026-09-27 11:19:42 +00:00
"selectionWeight": 0.8046229666782136,
2026-09-27 09:06:43 +00:00
"stale": false,
"submissionEligible": true,
2026-09-27 11:09:22 +00:00
"throughputPerHour": 20.833333333333332,
"waiting": 9560
2026-09-27 09:06:43 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-27 11:19:42 +00:00
"backlogHours": 638.8484848484849,
2026-09-27 09:06:43 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-27 11:19:42 +00:00
"qualityFactor": 0.9691029145414397,
2026-09-27 09:29:59 +00:00
"queueFactor": 1.0,
"queueWeight": 1.0,
2026-09-27 11:19:42 +00:00
"recentSuccess": 33,
"recentSuccessRate": 0.3333333333333333,
"recentTerminal": 99,
"recentWilsonLowerBound": 0.2482367614640336,
2026-09-27 10:14:40 +00:00
"running": 4,
2026-09-27 11:19:42 +00:00
"selectionWeight": 0.9691029145414397,
2026-09-27 09:06:43 +00:00
"stale": false,
"submissionEligible": true,
2026-09-27 11:19:42 +00:00
"throughputPerHour": 16.5,
"waiting": 10541
2026-09-27 09:06:43 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-27 11:19:42 +00:00
"backlogHours": 1920.3636363636363,
2026-09-27 09:06:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-27 11:19:42 +00:00
"qualityFactor": 1.6073105126350113,
"queueFactor": 0.8478170756368392,
"queueWeight": 0.8478170756368392,
"recentSuccess": 28,
"recentSuccessRate": 0.42424242424242425,
2026-09-27 11:09:22 +00:00
"recentTerminal": 66,
2026-09-27 11:19:42 +00:00
"recentWilsonLowerBound": 0.31242322955377905,
2026-09-27 09:41:45 +00:00
"running": 4,
2026-09-27 11:19:42 +00:00
"selectionWeight": 1.362705298462564,
2026-09-27 09:06:43 +00:00
"stale": false,
"submissionEligible": true,
2026-09-27 11:09:22 +00:00
"throughputPerHour": 11.0,
2026-09-27 11:19:42 +00:00
"waiting": 21124
2026-09-27 09:06:43 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-27 11:19:42 +00:00
"backlogHours": 4300.95652173913,
2026-09-27 09:06:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-27 11:19:42 +00:00
"qualityFactor": 0.2160540242092696,
"queueFactor": 0.7512334588260551,
"queueWeight": 0.7512334588260551,
2026-09-27 11:09:22 +00:00
"recentSuccess": 6,
2026-09-27 11:19:42 +00:00
"recentSuccessRate": 0.2608695652173913,
"recentTerminal": 23,
"recentWilsonLowerBound": 0.1254844588924897,
2026-09-27 09:06:43 +00:00
"running": 2,
2026-09-27 11:19:42 +00:00
"selectionWeight": 0.16230701190001784,
2026-09-27 09:06:43 +00:00
"stale": false,
"submissionEligible": false,
2026-09-27 11:19:42 +00:00
"throughputPerHour": 3.8333333333333335,
"waiting": 16487
2026-09-27 09:06:43 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-27 11:19:42 +00:00
"backlogHours": 331.3176470588235,
2026-09-27 09:06:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-27 11:19:42 +00:00
"qualityFactor": 0.0885593094292702,
"queueFactor": 1.103501670909492,
"queueWeight": 1.103501670909492,
2026-09-27 11:09:22 +00:00
"recentSuccess": 30,
2026-09-27 11:19:42 +00:00
"recentSuccessRate": 0.11764705882352941,
"recentTerminal": 255,
"recentWilsonLowerBound": 0.08366266556819867,
2026-09-27 09:41:45 +00:00
"running": 16,
2026-09-27 11:19:42 +00:00
"selectionWeight": 0.0977253459297904,
2026-09-27 09:06:43 +00:00
"stale": false,
"submissionEligible": false,
2026-09-27 11:19:42 +00:00
"throughputPerHour": 42.5,
"waiting": 14081
2026-09-27 09:06:43 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-27 11:19:42 +00:00
"backlogHours": 1026.4660194174758,
2026-09-27 09:06:43 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-27 11:19:42 +00:00
"qualityFactor": 1.0331926406281229,
"queueFactor": 0.9313394381973017,
"queueWeight": 0.9313394381973017,
2026-09-27 11:09:22 +00:00
"recentSuccess": 35,
2026-09-27 11:19:42 +00:00
"recentSuccessRate": 0.33980582524271846,
"recentTerminal": 103,
"recentWilsonLowerBound": 0.2555686884244147,
2026-09-27 11:09:22 +00:00
"running": 6,
2026-09-27 11:19:42 +00:00
"selectionWeight": 0.9622530534721826,
2026-09-27 09:06:43 +00:00
"stale": false,
"submissionEligible": true,
2026-09-27 11:19:42 +00:00
"throughputPerHour": 17.166666666666668,
2026-09-27 11:09:22 +00:00
"waiting": 17621
2026-09-27 09:06:43 +00:00
}
},
2026-09-27 11:19:42 +00:00
"queueAttemptedAt": "2026-09-27T11:19:40.245436+00:00",
2026-09-27 09:06:43 +00:00
"queueError": null,
2026-09-27 11:19:42 +00:00
"queueUpdatedAt": "2026-09-27T11:19:40.245436+00:00",
2026-09-27 09:06:43 +00:00
"supportedGpus": [
"Vastai_va16",
"Cambricon_mlu-370-x4",
"Kunlunxin_p-800",
"Iluvatar_mrv-100",
"Iluvatar_bi-150",
"Ascend_910-b4",
"hygon_k100-ai",
"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
}