Files
submmit/.modelhub_state/market_intelligence.json

764 lines
24 KiB
JSON
Raw Normal View History

2026-09-20 18:34:35 +00:00
{
2026-09-20 20:48:05 +00:00
"communityAttemptedAt": "2026-09-20T20:47:43.827030+00:00",
2026-09-20 18:34:35 +00:00
"communityError": null,
"communitySample": {},
2026-09-20 20:48:05 +00:00
"communityUpdatedAt": "2026-09-20T20:47:43.827030+00:00",
2026-09-20 18:34:35 +00:00
"frameworkAttemptedAt": "2026-09-20T17:22:53.568270+00:00",
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 39831,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 19277,
"successRate": 0.48396977228791643,
"wilsonLowerBound": 0.47906369473638644
},
"vllm": {
"framework": "vllm",
"modelCount": 53278,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14876,
"successRate": 0.2792146852359323,
"wilsonLowerBound": 0.27542132862713614
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 2883,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 815,
"successRate": 0.2826916406520985,
"wilsonLowerBound": 0.2665514338988461
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 33139,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14687,
"successRate": 0.4431938199704276,
"wilsonLowerBound": 0.43785217038933816
},
"vllm": {
"framework": "vllm",
"modelCount": 37621,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 10687,
"successRate": 0.2840700672496744,
"wilsonLowerBound": 0.2795351900183609
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 9097,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3887,
"successRate": 0.42728371990766184,
"wilsonLowerBound": 0.4171508695958882
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 63984,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12088,
"successRate": 0.1889222305576394,
"wilsonLowerBound": 0.1859077951925888
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 18412,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3709,
"successRate": 0.20144470997175756,
"wilsonLowerBound": 0.1957138256406888
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 6175,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 61,
"successRate": 0.009878542510121458,
"wilsonLowerBound": 0.007698510963455011
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
"modelCount": 26170,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3225,
"successRate": 0.12323270920901797,
"wilsonLowerBound": 0.11930538367104469
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16469,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1674,
"successRate": 0.10164551581759669,
"wilsonLowerBound": 0.09712281941545817
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 11411,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4796,
"successRate": 0.42029620541582685,
"wilsonLowerBound": 0.4112677085225304
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
"modelCount": 24197,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3788,
"successRate": 0.15654833243790553,
"wilsonLowerBound": 0.15202432255200624
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8070,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.06741016109045848,
"wilsonLowerBound": 0.06214291690179983
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 43512,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 10897,
"successRate": 0.25043666115094687,
"wilsonLowerBound": 0.24638777937097756
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
"modelCount": 23319,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3066,
"successRate": 0.131480766756722,
"wilsonLowerBound": 0.12720407473138604
},
"vllm": {
"framework": "vllm",
"modelCount": 86666,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9764,
"successRate": 0.11266240509542381,
"wilsonLowerBound": 0.11057448464000957
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 40797,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5004,
"successRate": 0.12265607765276859,
"wilsonLowerBound": 0.11950830303286372
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 32541,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3428,
"successRate": 0.10534402753449494,
"wilsonLowerBound": 0.10205488705454062
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 88783,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 21134,
"successRate": 0.23804106642037326,
"wilsonLowerBound": 0.23525098836063754
},
"transformers": {
"framework": "transformers",
"modelCount": 5219,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 566,
"successRate": 0.10844989461582678,
"wilsonLowerBound": 0.10029982328556798
},
"vllm": {
"framework": "vllm",
"modelCount": 112641,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16511,
"successRate": 0.14658072992959933,
"wilsonLowerBound": 0.1445272719990626
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
"modelCount": 17746,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3497,
"successRate": 0.1970584920545475,
"wilsonLowerBound": 0.19127177066233877
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 42921,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5581,
"successRate": 0.13002958924535776,
"wilsonLowerBound": 0.1268807118601276
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 6797,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 567,
"successRate": 0.08341915550978372,
"wilsonLowerBound": 0.07707832712853141
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 200,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
"successRate": 0.18,
"wilsonLowerBound": 0.1329455066253411
},
"vllm": {
"framework": "vllm",
"modelCount": 31322,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5662,
"successRate": 0.18076751165315114,
"wilsonLowerBound": 0.17654492179997516
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
"modelCount": 60909,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12394,
"successRate": 0.20348388579684448,
"wilsonLowerBound": 0.20030537473915086
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 8257,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2397,
"successRate": 0.29029914012353153,
"wilsonLowerBound": 0.28060793635531606
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 13079,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3360,
"successRate": 0.2569003746463797,
"wilsonLowerBound": 0.24948436408027944
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
"modelCount": 61408,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16827,
"successRate": 0.2740196717040125,
"wilsonLowerBound": 0.2705061472339077
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 0,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 46688,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 20459,
"successRate": 0.4382068197395476,
"wilsonLowerBound": 0.4337113739854627
},
"vllm": {
"framework": "vllm",
"modelCount": 36706,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3521,
"successRate": 0.09592437203726911,
"wilsonLowerBound": 0.09295382878663787
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 597,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6278,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.030582988212806625,
"wilsonLowerBound": 0.026602368317046696
},
"vllm": {
"framework": "vllm",
"modelCount": 10026,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 739,
"successRate": 0.07370835826850189,
"wilsonLowerBound": 0.06875525826123706
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 6001,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2549,
"successRate": 0.4247625395767372,
"wilsonLowerBound": 0.41230793287766665
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7377,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
"successRate": 0.03185576792734174,
"wilsonLowerBound": 0.02808550752550505
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 11833,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3860,
"successRate": 0.3262063720104792,
"wilsonLowerBound": 0.3178166509845737
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 26557,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 13482,
"successRate": 0.5076627631133035,
"wilsonLowerBound": 0.5016491676923939
},
"vllm": {
"framework": "vllm",
"modelCount": 62682,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6319,
"successRate": 0.10081043999872372,
"wilsonLowerBound": 0.09847783023053895
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 12538,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1810,
"successRate": 0.14436114212793108,
"wilsonLowerBound": 0.13831810943756218
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-20 20:48:05 +00:00
"generatedAt": "2026-09-20T20:47:43.827030+00:00",
2026-09-20 18:34:35 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-20 20:48:05 +00:00
"backlogHours": 877.1552795031056,
2026-09-20 18:34:35 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-20 20:48:05 +00:00
"qualityFactor": 1.3965497297344809,
"queueFactor": 0.9972189495989895,
"queueWeight": 0.9972189495989895,
"recentSuccess": 48,
"recentSuccessRate": 0.2981366459627329,
"recentTerminal": 161,
"recentWilsonLowerBound": 0.23285040519125388,
2026-09-20 20:09:23 +00:00
"running": 8,
2026-09-20 20:48:05 +00:00
"selectionWeight": 1.3926658545485717,
2026-09-20 18:34:35 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 20:48:05 +00:00
"throughputPerHour": 26.833333333333332,
"waiting": 23537
2026-09-20 18:34:35 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-20 20:48:05 +00:00
"backlogHours": 1361.664,
2026-09-20 18:34:35 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-20 20:21:15 +00:00
"qualityFactor": 2.5,
2026-09-20 20:48:05 +00:00
"queueFactor": 0.9335584224992322,
"queueWeight": 0.9335584224992322,
"recentSuccess": 48,
"recentSuccessRate": 0.384,
"recentTerminal": 125,
"recentWilsonLowerBound": 0.3034059480322462,
2026-09-20 20:21:15 +00:00
"running": 8,
2026-09-20 20:48:05 +00:00
"selectionWeight": 2.33389605624808,
2026-09-20 18:34:35 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 20:48:05 +00:00
"throughputPerHour": 20.833333333333332,
"waiting": 28368
2026-09-20 18:34:35 +00:00
},
"Biren_166m": {
"available": true,
2026-09-20 20:48:05 +00:00
"backlogHours": 192.5,
2026-09-20 18:34:35 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-20 20:48:05 +00:00
"qualityFactor": 0.44290906589838874,
"queueFactor": 1.2519511537964207,
"queueWeight": 1.2519511537964207,
2026-09-20 20:30:51 +00:00
"recentSuccess": 30,
2026-09-20 20:48:05 +00:00
"recentSuccessRate": 0.19230769230769232,
"recentTerminal": 156,
"recentWilsonLowerBound": 0.1381580401330224,
"running": 8,
"selectionWeight": 0.5545005160783827,
2026-09-20 18:34:35 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 20:48:05 +00:00
"throughputPerHour": 26.0,
"waiting": 5005
2026-09-20 18:34:35 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-20 20:48:05 +00:00
"backlogHours": 1640.2909090909093,
2026-09-20 18:34:35 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-20 20:48:05 +00:00
"qualityFactor": 1.4067951604928757,
"queueFactor": 0.9078495092163398,
"queueWeight": 0.9078495092163398,
"recentSuccess": 19,
"recentSuccessRate": 0.34545454545454546,
"recentTerminal": 55,
"recentWilsonLowerBound": 0.23362533364154048,
2026-09-20 18:34:35 +00:00
"running": 7,
2026-09-20 20:48:05 +00:00
"selectionWeight": 1.2771582960213792,
2026-09-20 18:34:35 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 20:48:05 +00:00
"throughputPerHour": 9.166666666666666,
"waiting": 15036
2026-09-20 18:34:35 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-20 20:48:05 +00:00
"backlogHours": 419.593984962406,
2026-09-20 18:34:35 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-20 20:48:05 +00:00
"qualityFactor": 0.3919138985301285,
"queueFactor": 1.1138523020188233,
"queueWeight": 1.1138523020188233,
2026-09-20 20:30:51 +00:00
"recentSuccess": 25,
2026-09-20 20:48:05 +00:00
"recentSuccessRate": 0.18796992481203006,
"recentTerminal": 133,
"recentWilsonLowerBound": 0.13068596058578308,
"running": 7,
"selectionWeight": 0.43653419807095517,
2026-09-20 18:34:35 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 20:48:05 +00:00
"throughputPerHour": 22.166666666666668,
"waiting": 9301
2026-09-20 18:34:35 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-20 20:48:05 +00:00
"backlogHours": 44.19298245614035,
2026-09-20 18:34:35 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
2026-09-20 20:30:51 +00:00
"qualityFactor": 0.05,
2026-09-20 18:34:35 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-20 20:09:23 +00:00
"recentSuccess": 24,
2026-09-20 20:48:05 +00:00
"recentSuccessRate": 0.07017543859649122,
"recentTerminal": 342,
"recentWilsonLowerBound": 0.047607635800258896,
"running": 24,
2026-09-20 20:30:51 +00:00
"selectionWeight": 0.065,
2026-09-20 18:34:35 +00:00
"stale": false,
2026-09-20 20:30:51 +00:00
"submissionEligible": false,
2026-09-20 20:48:05 +00:00
"throughputPerHour": 57.0,
"waiting": 2519
2026-09-20 18:34:35 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-20 20:48:05 +00:00
"backlogHours": 105.13780918727916,
2026-09-20 18:34:35 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-20 20:48:05 +00:00
"qualityFactor": 0.10655736531860659,
2026-09-20 18:34:35 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-20 20:21:15 +00:00
"recentSuccess": 29,
2026-09-20 20:48:05 +00:00
"recentSuccessRate": 0.10247349823321555,
"recentTerminal": 283,
"recentWilsonLowerBound": 0.07229941054343393,
"running": 3,
"selectionWeight": 0.13852457491418857,
2026-09-20 18:34:35 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 20:48:05 +00:00
"throughputPerHour": 47.166666666666664,
"waiting": 4959
2026-09-20 18:34:35 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-20 20:48:05 +00:00
"backlogHours": 2850.0,
2026-09-20 18:34:35 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-20 20:48:05 +00:00
"qualityFactor": 1.4789755228875792,
"queueFactor": 0.8356516322718873,
"queueWeight": 0.8356516322718873,
"recentSuccess": 13,
"recentSuccessRate": 0.38235294117647056,
2026-09-20 20:30:51 +00:00
"recentTerminal": 34,
2026-09-20 20:48:05 +00:00
"recentWilsonLowerBound": 0.23899964851608782,
2026-09-20 20:09:23 +00:00
"running": 2,
2026-09-20 20:48:05 +00:00
"selectionWeight": 1.2359083097911736,
2026-09-20 18:34:35 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 20:30:51 +00:00
"throughputPerHour": 5.666666666666667,
2026-09-20 20:48:05 +00:00
"waiting": 16150
2026-09-20 18:34:35 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-20 20:48:05 +00:00
"backlogHours": 498.6511627906977,
2026-09-20 18:34:35 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-20 20:48:05 +00:00
"qualityFactor": 0.4662303107121717,
"queueFactor": 1.0853816362519468,
"queueWeight": 1.0853816362519468,
2026-09-20 20:30:51 +00:00
"recentSuccess": 26,
2026-09-20 20:48:05 +00:00
"recentSuccessRate": 0.20155038759689922,
"recentTerminal": 129,
"recentWilsonLowerBound": 0.1414184699384659,
2026-09-20 18:34:35 +00:00
"running": 8,
2026-09-20 20:48:05 +00:00
"selectionWeight": 0.5060378175110305,
2026-09-20 18:34:35 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 20:48:05 +00:00
"throughputPerHour": 21.5,
"waiting": 10721
2026-09-20 18:34:35 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-20 20:48:05 +00:00
"backlogHours": 469.22535211267603,
2026-09-20 18:34:35 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-20 20:48:05 +00:00
"qualityFactor": 0.3031489867138206,
"queueFactor": 1.0953294748051579,
"queueWeight": 1.0953294748051579,
2026-09-20 20:30:51 +00:00
"recentSuccess": 24,
2026-09-20 20:48:05 +00:00
"recentSuccessRate": 0.16901408450704225,
"recentTerminal": 142,
"recentWilsonLowerBound": 0.11628706631227818,
2026-09-20 18:34:35 +00:00
"running": 4,
2026-09-20 20:48:05 +00:00
"selectionWeight": 0.3320480204049649,
2026-09-20 18:34:35 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 20:48:05 +00:00
"throughputPerHour": 23.666666666666668,
"waiting": 11105
2026-09-20 18:34:35 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-20 20:48:05 +00:00
"backlogHours": 2129.5081967213114,
2026-09-20 18:34:35 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-20 20:48:05 +00:00
"qualityFactor": 2.106482807207378,
"queueFactor": 0.8729916653395322,
"queueWeight": 0.8729916653395322,
"recentSuccess": 24,
"recentSuccessRate": 0.39344262295081966,
"recentTerminal": 61,
"recentWilsonLowerBound": 0.28068166862043625,
2026-09-20 20:21:15 +00:00
"running": 4,
2026-09-20 20:48:05 +00:00
"selectionWeight": 1.8389419338730617,
2026-09-20 18:34:35 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 20:48:05 +00:00
"throughputPerHour": 10.166666666666666,
"waiting": 21650
2026-09-20 18:34:35 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-20 20:48:05 +00:00
"backlogHours": 3356.5714285714284,
2026-09-20 18:34:35 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-20 20:48:05 +00:00
"qualityFactor": 0.22780375647215592,
"queueFactor": 0.8153941865937326,
"queueWeight": 0.8153941865937326,
"recentSuccess": 6,
"recentSuccessRate": 0.21428571428571427,
"recentTerminal": 28,
"recentWilsonLowerBound": 0.10212321701189421,
2026-09-20 18:34:35 +00:00
"running": 2,
2026-09-20 20:48:05 +00:00
"selectionWeight": 0.18574985871161034,
2026-09-20 18:34:35 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 20:48:05 +00:00
"throughputPerHour": 4.666666666666667,
2026-09-20 20:30:51 +00:00
"waiting": 15664
2026-09-20 18:34:35 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-20 20:48:05 +00:00
"backlogHours": 1466.4406779661017,
2026-09-20 18:34:35 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-20 18:52:00 +00:00
"qualityFactor": 0.05,
2026-09-20 20:48:05 +00:00
"queueFactor": 0.9232351268038876,
"queueWeight": 0.9232351268038876,
2026-09-20 20:21:15 +00:00
"recentSuccess": 5,
2026-09-20 20:48:05 +00:00
"recentSuccessRate": 0.0847457627118644,
"recentTerminal": 59,
"recentWilsonLowerBound": 0.036741491306199775,
2026-09-20 20:21:15 +00:00
"running": 16,
2026-09-20 20:48:05 +00:00
"selectionWeight": 0.046161756340194385,
2026-09-20 18:34:35 +00:00
"stale": false,
2026-09-20 19:18:39 +00:00
"submissionEligible": false,
2026-09-20 20:48:05 +00:00
"throughputPerHour": 9.833333333333334,
"waiting": 14420
2026-09-20 18:34:35 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-20 20:48:05 +00:00
"backlogHours": 844.8849557522125,
2026-09-20 18:34:35 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-20 20:48:05 +00:00
"qualityFactor": 0.76729873405572,
"queueFactor": 1.002841639604385,
"queueWeight": 1.002841639604385,
2026-09-20 20:30:51 +00:00
"recentSuccess": 28,
"recentSuccessRate": 0.24778761061946902,
"recentTerminal": 113,
"recentWilsonLowerBound": 0.17735906738422746,
2026-09-20 20:48:05 +00:00
"running": 6,
"selectionWeight": 0.7694791205268073,
2026-09-20 18:34:35 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 20:30:51 +00:00
"throughputPerHour": 18.833333333333332,
2026-09-20 20:48:05 +00:00
"waiting": 15912
2026-09-20 18:34:35 +00:00
}
},
2026-09-20 20:48:05 +00:00
"queueAttemptedAt": "2026-09-20T20:47:43.827030+00:00",
2026-09-20 18:34:35 +00:00
"queueError": null,
2026-09-20 20:48:05 +00:00
"queueUpdatedAt": "2026-09-20T20:47:43.827030+00:00",
2026-09-20 18:34:35 +00:00
"supportedGpus": [
"Vastai_va16",
"Kunlunxin_p-800",
"Iluvatar_mrv-100",
"Cambricon_mlu-370-x4",
"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
}