Files
submmit/.modelhub_state/market_intelligence.json

773 lines
24 KiB
JSON
Raw Normal View History

2026-09-29 13:36:54 +00:00
{
2026-09-29 20:27:42 +00:00
"communityAttemptedAt": "2026-09-29T20:27:25.564128+00:00",
2026-09-29 13:36:54 +00:00
"communityError": null,
"communitySample": {},
2026-09-29 20:27:42 +00:00
"communityUpdatedAt": "2026-09-29T20:27:25.564128+00:00",
2026-09-29 20:18:13 +00:00
"frameworkAttemptedAt": "2026-09-29T20:18:03.570924+00:00",
2026-09-29 13:36:54 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-29 20:18:13 +00:00
"modelCount": 40158,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 19490,
"successRate": 0.4853329349071169,
"wilsonLowerBound": 0.48044632487689726
2026-09-29 13:36:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 20:18:13 +00:00
"modelCount": 53783,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 14949,
"successRate": 0.27795028168752206,
"wilsonLowerBound": 0.2741800681818067
2026-09-29 13:36:54 +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",
2026-09-29 20:18:13 +00:00
"modelCount": 3171,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 899,
"successRate": 0.2835067801955219,
"wilsonLowerBound": 0.26808883491056007
2026-09-29 13:36:54 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-29 20:18:13 +00:00
"modelCount": 34709,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 15835,
"successRate": 0.4562217292344925,
"wilsonLowerBound": 0.45098682993631267
2026-09-29 13:36:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 20:18:13 +00:00
"modelCount": 38587,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 10834,
"successRate": 0.28076813434576414,
"wilsonLowerBound": 0.27630635202083437
2026-09-29 13:36:54 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 20:18:13 +00:00
"modelCount": 10761,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 4503,
"successRate": 0.4184555338723167,
"wilsonLowerBound": 0.40916560902539967
2026-09-29 13:36:54 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-29 20:18:13 +00:00
"modelCount": 64138,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12092,
2026-09-29 20:18:13 +00:00
"successRate": 0.18853098007421498,
"wilsonLowerBound": 0.1855225752776889
2026-09-29 13:36:54 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-29 20:18:13 +00:00
"modelCount": 23616,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 4844,
"successRate": 0.20511517615176153,
"wilsonLowerBound": 0.20001337202252867
2026-09-29 13:36:54 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 20:18:13 +00:00
"modelCount": 7011,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 79,
2026-09-29 20:18:13 +00:00
"successRate": 0.011268007416916274,
"wilsonLowerBound": 0.009051123475798858
2026-09-29 13:36:54 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-29 20:18:13 +00:00
"modelCount": 26463,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 3252,
"successRate": 0.12288856138759778,
"wilsonLowerBound": 0.11898754026741845
2026-09-29 13:36:54 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
2026-09-29 14:16:45 +00:00
"modelCount": 16490,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
2026-09-29 14:16:45 +00:00
"successRate": 0.10163735597331716,
"wilsonLowerBound": 0.09711764770880076
2026-09-29 13:36:54 +00:00
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-29 20:18:13 +00:00
"modelCount": 13150,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 5392,
"successRate": 0.41003802281368823,
"wilsonLowerBound": 0.40165894318515766
2026-09-29 13:36:54 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-29 20:18:13 +00:00
"modelCount": 24465,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3796,
2026-09-29 20:18:13 +00:00
"successRate": 0.15516043327202125,
"wilsonLowerBound": 0.15067768656556627
2026-09-29 13:36:54 +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",
2026-09-29 20:18:13 +00:00
"modelCount": 47120,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 11716,
"successRate": 0.24864176570458404,
"wilsonLowerBound": 0.24475967258860087
2026-09-29 13:36:54 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-29 20:18:13 +00:00
"modelCount": 23586,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 3100,
2026-09-29 20:18:13 +00:00
"successRate": 0.13143390146697193,
"wilsonLowerBound": 0.12718180303857218
2026-09-29 13:36:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 20:18:13 +00:00
"modelCount": 86815,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 9767,
2026-09-29 20:18:13 +00:00
"successRate": 0.1125035996083626,
"wilsonLowerBound": 0.11041875867654109
2026-09-29 13:36:54 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-29 20:18:13 +00:00
"modelCount": 43113,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 5267,
"successRate": 0.12216732772017722,
"wilsonLowerBound": 0.1191096873161058
2026-09-29 13:36:54 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-29 20:18:13 +00:00
"modelCount": 38696,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 3549,
"successRate": 0.0917149059334298,
"wilsonLowerBound": 0.08887952252083743
2026-09-29 13:36:54 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-29 20:18:13 +00:00
"modelCount": 90468,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 22019,
"successRate": 0.2433899279303179,
"wilsonLowerBound": 0.24060448381769892
2026-09-29 13:36:54 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-29 20:18:13 +00:00
"modelCount": 5409,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 580,
"successRate": 0.10722869291920872,
"wilsonLowerBound": 0.09926004695577871
2026-09-29 13:36:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 20:18:13 +00:00
"modelCount": 112754,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16526,
2026-09-29 20:18:13 +00:00
"successRate": 0.14656686237295352,
"wilsonLowerBound": 0.14451450898539636
2026-09-29 13:36:54 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-29 20:18:13 +00:00
"modelCount": 20371,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 3714,
2026-09-29 20:18:13 +00:00
"successRate": 0.18231800107996662,
"wilsonLowerBound": 0.1770758507745676
2026-09-29 13:36:54 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-29 20:18:13 +00:00
"modelCount": 43282,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 5632,
2026-09-29 20:18:13 +00:00
"successRate": 0.13012337692343237,
"wilsonLowerBound": 0.1269865415399851
2026-09-29 13:36:54 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 20:18:13 +00:00
"modelCount": 7381,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 652,
2026-09-29 20:18:13 +00:00
"successRate": 0.08833491396829699,
"wilsonLowerBound": 0.08207306133247114
2026-09-29 13:36:54 +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",
2026-09-29 20:18:13 +00:00
"modelCount": 32515,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 6145,
"successRate": 0.18898969706289404,
"wilsonLowerBound": 0.18477107157674597
2026-09-29 13:36:54 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-29 20:18:13 +00:00
"modelCount": 61276,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12404,
2026-09-29 20:18:13 +00:00
"successRate": 0.20242835694235917,
"wilsonLowerBound": 0.19926556048196212
2026-09-29 13:36:54 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-29 20:18:13 +00:00
"modelCount": 11060,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 3249,
"successRate": 0.29376130198915007,
"wilsonLowerBound": 0.2853451815349393
2026-09-29 13:36:54 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 20:18:13 +00:00
"modelCount": 14339,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 3596,
"successRate": 0.2507845735406932,
"wilsonLowerBound": 0.2437569924370251
2026-09-29 13:36:54 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-29 20:18:13 +00:00
"modelCount": 64481,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 17674,
"successRate": 0.2740962454056234,
"wilsonLowerBound": 0.27066682531238484
2026-09-29 13:36:54 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 20:18:13 +00:00
"modelCount": 315,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 199,
"successRate": 0.6317460317460317,
"wilsonLowerBound": 0.5771912724480218
2026-09-29 13:36:54 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-29 20:18:13 +00:00
"modelCount": 47404,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 20983,
"successRate": 0.4426419711416758,
"wilsonLowerBound": 0.4381754134319434
2026-09-29 13:36:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 20:18:13 +00:00
"modelCount": 37932,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 4054,
"successRate": 0.10687546135189287,
"wilsonLowerBound": 0.10380597715054646
2026-09-29 13:36:54 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 14:16:45 +00:00
"modelCount": 795,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
2026-09-29 14:16:45 +00:00
"modelCount": 6283,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
2026-09-29 14:16:45 +00:00
"successRate": 0.030558650326277255,
"wilsonLowerBound": 0.02658115788279188
2026-09-29 13:36:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 14:16:45 +00:00
"modelCount": 10048,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 14:16:45 +00:00
"successCount": 747,
"successRate": 0.07434315286624203,
"wilsonLowerBound": 0.069374887461707
2026-09-29 13:36:54 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-29 20:18:13 +00:00
"modelCount": 6520,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 2824,
"successRate": 0.4331288343558282,
"wilsonLowerBound": 0.4211439775684615
2026-09-29 13:36:54 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-09-29 20:18:13 +00:00
"modelCount": 7398,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 242,
2026-09-29 20:18:13 +00:00
"successRate": 0.03271154366044877,
"wilsonLowerBound": 0.02889439609899827
2026-09-29 13:36:54 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-29 20:18:13 +00:00
"modelCount": 14591,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 4724,
"successRate": 0.3237612226715098,
"wilsonLowerBound": 0.3162161230968598
2026-09-29 13:36:54 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-29 20:18:13 +00:00
"modelCount": 27311,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 13918,
"successRate": 0.5096115118450442,
"wilsonLowerBound": 0.5036816373592693
2026-09-29 13:36:54 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 20:18:13 +00:00
"modelCount": 64563,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 6708,
"successRate": 0.10389851772687143,
"wilsonLowerBound": 0.10156835659986313
2026-09-29 13:36:54 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-29 20:18:13 +00:00
"modelCount": 13018,
2026-09-29 13:36:54 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 20:18:13 +00:00
"successCount": 2000,
"successRate": 0.15363343063450607,
"wilsonLowerBound": 0.14754118680737602
2026-09-29 13:36:54 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-29 20:36:39 +00:00
"generatedAt": "2026-09-29T20:35:56.587431+00:00",
2026-09-29 13:36:54 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-29 20:36:39 +00:00
"backlogHours": 1252.476923076923,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-29 20:36:39 +00:00
"qualityFactor": 1.140957288975097,
"queueFactor": 0.9809157219516877,
"queueWeight": 0.9809157219516877,
"recentSuccess": 44,
"recentSuccessRate": 0.3384615384615385,
"recentTerminal": 130,
"recentWilsonLowerBound": 0.26279767664610515,
2026-09-29 20:24:35 +00:00
"running": 9,
2026-09-29 20:36:39 +00:00
"selectionWeight": 1.1191829428310476,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 20:36:39 +00:00
"throughputPerHour": 21.666666666666668,
2026-09-29 20:24:35 +00:00
"waiting": 27137
2026-09-29 13:36:54 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-29 20:36:39 +00:00
"backlogHours": 1344.6976744186047,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-29 20:36:39 +00:00
"qualityFactor": 1.9723287314056686,
"queueFactor": 0.970517693082891,
"queueWeight": 0.970517693082891,
"recentSuccess": 54,
"recentSuccessRate": 0.4186046511627907,
2026-09-29 20:24:35 +00:00
"recentTerminal": 129,
2026-09-29 20:36:39 +00:00
"recentWilsonLowerBound": 0.33703226754400983,
2026-09-29 20:24:35 +00:00
"running": 9,
2026-09-29 20:36:39 +00:00
"selectionWeight": 1.9141799304049345,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 20:24:35 +00:00
"throughputPerHour": 21.5,
2026-09-29 20:36:39 +00:00
"waiting": 28911
2026-09-29 13:36:54 +00:00
},
"Biren_166m": {
"available": true,
2026-09-29 20:36:39 +00:00
"backlogHours": 112.16216216216216,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-29 20:36:39 +00:00
"qualityFactor": 0.09510841247111622,
2026-09-29 13:36:54 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-29 20:36:39 +00:00
"recentSuccess": 27,
"recentSuccessRate": 0.12162162162162163,
2026-09-29 20:24:35 +00:00
"recentTerminal": 222,
2026-09-29 20:36:39 +00:00
"recentWilsonLowerBound": 0.08494621685811629,
"running": 9,
"selectionWeight": 0.12364093621245109,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": false,
2026-09-29 20:24:35 +00:00
"throughputPerHour": 37.0,
2026-09-29 20:36:39 +00:00
"waiting": 4150
2026-09-29 13:36:54 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-29 20:36:39 +00:00
"backlogHours": 1576.677966101695,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-29 20:36:39 +00:00
"qualityFactor": 0.2573073827217898,
"queueFactor": 0.9476232454271458,
"queueWeight": 0.9476232454271458,
"recentSuccess": 13,
"recentSuccessRate": 0.22033898305084745,
"recentTerminal": 59,
"recentWilsonLowerBound": 0.13354072524323757,
2026-09-29 19:09:17 +00:00
"running": 7,
2026-09-29 20:36:39 +00:00
"selectionWeight": 0.24383045708718717,
2026-09-29 13:36:54 +00:00
"stale": false,
2026-09-29 17:35:31 +00:00
"submissionEligible": false,
2026-09-29 20:36:39 +00:00
"throughputPerHour": 9.833333333333334,
"waiting": 15504
2026-09-29 13:36:54 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-29 20:36:39 +00:00
"backlogHours": 475.4727272727273,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-29 20:36:39 +00:00
"qualityFactor": 0.33829547599430865,
"queueFactor": 1.1343009964976702,
"queueWeight": 1.1343009964976702,
2026-09-29 20:24:35 +00:00
"recentSuccess": 24,
2026-09-29 20:36:39 +00:00
"recentSuccessRate": 0.21818181818181817,
"recentTerminal": 110,
"recentWilsonLowerBound": 0.15122852088416214,
"running": 8,
"selectionWeight": 0.383728895530998,
2026-09-29 13:36:54 +00:00
"stale": false,
2026-09-29 14:14:08 +00:00
"submissionEligible": true,
2026-09-29 20:36:39 +00:00
"throughputPerHour": 18.333333333333332,
"waiting": 8717
2026-09-29 13:36:54 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-29 20:36:39 +00:00
"backlogHours": 22.785211267605632,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-29 20:24:35 +00:00
"recentSuccess": 10,
2026-09-29 20:36:39 +00:00
"recentSuccessRate": 0.017605633802816902,
"recentTerminal": 568,
"recentWilsonLowerBound": 0.009590511091736585,
2026-09-29 20:24:35 +00:00
"running": 24,
2026-09-29 13:36:54 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-29 20:36:39 +00:00
"throughputPerHour": 94.66666666666667,
"waiting": 2157
2026-09-29 13:36:54 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-29 20:36:39 +00:00
"backlogHours": 67.2,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-29 19:34:25 +00:00
"qualityFactor": 0.05,
2026-09-29 13:36:54 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-29 20:36:39 +00:00
"recentSuccess": 30,
"recentSuccessRate": 0.06593406593406594,
"recentTerminal": 455,
"recentWilsonLowerBound": 0.04657181113943639,
"running": 9,
2026-09-29 19:34:25 +00:00
"selectionWeight": 0.065,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": false,
2026-09-29 20:36:39 +00:00
"throughputPerHour": 75.83333333333333,
"waiting": 5096
2026-09-29 13:36:54 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-29 20:36:39 +00:00
"backlogHours": 2206.7727272727275,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-29 20:36:39 +00:00
"qualityFactor": 0.31187434847852846,
"queueFactor": 0.9010180974088768,
"queueWeight": 0.9010180974088768,
2026-09-29 20:24:35 +00:00
"recentSuccess": 11,
2026-09-29 20:36:39 +00:00
"recentSuccessRate": 0.25,
"recentTerminal": 44,
"recentWilsonLowerBound": 0.14574066080685744,
"running": 2,
"selectionWeight": 0.28100443209675674,
2026-09-29 13:36:54 +00:00
"stale": false,
2026-09-29 20:24:35 +00:00
"submissionEligible": false,
2026-09-29 20:36:39 +00:00
"throughputPerHour": 7.333333333333333,
"waiting": 16183
2026-09-29 13:36:54 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-29 20:36:39 +00:00
"backlogHours": 392.3571428571429,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-29 20:36:39 +00:00
"qualityFactor": 0.3861751846422717,
"queueFactor": 1.1674678260613793,
"queueWeight": 1.1674678260613793,
"recentSuccess": 31,
"recentSuccessRate": 0.22142857142857142,
2026-09-29 20:12:52 +00:00
"recentTerminal": 140,
2026-09-29 20:36:39 +00:00
"recentWilsonLowerBound": 0.1606070821770013,
2026-09-29 20:24:35 +00:00
"running": 9,
2026-09-29 20:36:39 +00:00
"selectionWeight": 0.4508471032931647,
2026-09-29 13:36:54 +00:00
"stale": false,
2026-09-29 19:44:22 +00:00
"submissionEligible": true,
2026-09-29 20:12:52 +00:00
"throughputPerHour": 23.333333333333332,
2026-09-29 20:36:39 +00:00
"waiting": 9155
2026-09-29 13:36:54 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-29 20:36:39 +00:00
"backlogHours": 573.4678899082569,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-29 20:36:39 +00:00
"qualityFactor": 1.0140546992400559,
"queueFactor": 1.102861026008437,
"queueWeight": 1.102861026008437,
"recentSuccess": 36,
"recentSuccessRate": 0.3302752293577982,
"recentTerminal": 109,
"recentWilsonLowerBound": 0.24908361228527498,
2026-09-29 19:34:25 +00:00
"running": 4,
2026-09-29 20:36:39 +00:00
"selectionWeight": 1.118361406032565,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 20:36:39 +00:00
"throughputPerHour": 18.166666666666668,
"waiting": 10418
2026-09-29 13:36:54 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-29 20:36:39 +00:00
"backlogHours": 2278.4482758620693,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-29 18:43:57 +00:00
"qualityFactor": 2.5,
2026-09-29 20:36:39 +00:00
"queueFactor": 0.8967084849420492,
"queueWeight": 0.8967084849420492,
"recentSuccess": 29,
2026-09-29 20:24:35 +00:00
"recentSuccessRate": 0.5,
2026-09-29 20:36:39 +00:00
"recentTerminal": 58,
"recentWilsonLowerBound": 0.3753805824767928,
2026-09-29 19:44:22 +00:00
"running": 4,
2026-09-29 20:36:39 +00:00
"selectionWeight": 2.241771212355123,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 20:36:39 +00:00
"throughputPerHour": 9.666666666666666,
"waiting": 22025
2026-09-29 13:36:54 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-29 20:36:39 +00:00
"backlogHours": 4242.0,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-29 20:36:39 +00:00
"qualityFactor": 0.7082675918285608,
"queueFactor": 0.8168861929778587,
"queueWeight": 0.8168861929778587,
2026-09-29 18:56:27 +00:00
"recentSuccess": 9,
2026-09-29 20:36:39 +00:00
"recentSuccessRate": 0.375,
"recentTerminal": 24,
"recentWilsonLowerBound": 0.21159133433631455,
2026-09-29 19:34:25 +00:00
"running": 2,
2026-09-29 20:36:39 +00:00
"selectionWeight": 0.578574016698429,
2026-09-29 13:36:54 +00:00
"stale": false,
2026-09-29 16:28:31 +00:00
"submissionEligible": true,
2026-09-29 20:36:39 +00:00
"throughputPerHour": 4.0,
2026-09-29 20:12:52 +00:00
"waiting": 16968
2026-09-29 13:36:54 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-29 20:36:39 +00:00
"backlogHours": 950.5054945054945,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-29 20:36:39 +00:00
"qualityFactor": 0.7892704402274273,
"queueFactor": 1.0223602618610634,
"queueWeight": 1.0223602618610634,
"recentSuccess": 28,
"recentSuccessRate": 0.3076923076923077,
"recentTerminal": 91,
"recentWilsonLowerBound": 0.22226672658950442,
2026-09-29 19:09:17 +00:00
"running": 16,
2026-09-29 20:36:39 +00:00
"selectionWeight": 0.8069187339501094,
2026-09-29 13:36:54 +00:00
"stale": false,
2026-09-29 17:35:31 +00:00
"submissionEligible": true,
2026-09-29 20:36:39 +00:00
"throughputPerHour": 15.166666666666666,
"waiting": 14416
2026-09-29 13:36:54 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-29 20:36:39 +00:00
"backlogHours": 1639.1470588235293,
2026-09-29 13:36:54 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-29 20:36:39 +00:00
"qualityFactor": 1.555770013335018,
"queueFactor": 0.9421161908567154,
"queueWeight": 0.9421161908567154,
"recentSuccess": 28,
"recentSuccessRate": 0.4117647058823529,
"recentTerminal": 68,
"recentWilsonLowerBound": 0.3025783771245051,
2026-09-29 20:24:35 +00:00
"running": 7,
2026-09-29 20:36:39 +00:00
"selectionWeight": 1.4657161188122885,
2026-09-29 13:36:54 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 20:36:39 +00:00
"throughputPerHour": 11.333333333333334,
2026-09-29 20:12:52 +00:00
"waiting": 18577
2026-09-29 13:36:54 +00:00
}
},
2026-09-29 20:36:39 +00:00
"queueAttemptedAt": "2026-09-29T20:35:56.587431+00:00",
2026-09-29 13:36:54 +00:00
"queueError": null,
2026-09-29 20:36:39 +00:00
"queueUpdatedAt": "2026-09-29T20:35:56.587431+00:00",
2026-09-29 13:36:54 +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
}