Files
submmit/.modelhub_state/market_intelligence.json

712 lines
22 KiB
JSON
Raw Normal View History

2026-09-28 08:11:38 +00:00
{
2026-09-28 14:44:51 +00:00
"communityAttemptedAt": "2026-09-28T14:42:08.170773+00:00",
2026-09-28 08:11:38 +00:00
"communityError": null,
"communitySample": {},
2026-09-28 14:44:51 +00:00
"communityUpdatedAt": "2026-09-28T14:42:08.170773+00:00",
2026-09-28 09:03:59 +00:00
"frameworkAttemptedAt": "2026-09-28T09:02:33.955118+00:00",
2026-09-28 08:11:38 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-28 09:03:59 +00:00
"modelCount": 34437,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 15637,
"successRate": 0.45407555826581875,
"wilsonLowerBound": 0.44882232783777953
2026-09-28 08:11:38 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-28 09:03:59 +00:00
"modelCount": 38352,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 10809,
"successRate": 0.2818366708385482,
"wilsonLowerBound": 0.27735599994304144
2026-09-28 08:11:38 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-28 09:03:59 +00:00
"modelCount": 10541,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 4427,
"successRate": 0.4199791291148847,
"wilsonLowerBound": 0.4105877852368915
2026-09-28 08:11:38 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 64126,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12091,
"successRate": 0.18855066587655553,
"wilsonLowerBound": 0.185541858867957
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-28 09:03:59 +00:00
"modelCount": 22694,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 4685,
"successRate": 0.20644223142680884,
"wilsonLowerBound": 0.20122602733579256
2026-09-28 08:11:38 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-28 09:03:59 +00:00
"modelCount": 6892,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 75,
2026-09-28 09:03:59 +00:00
"successRate": 0.010882182240278584,
"wilsonLowerBound": 0.00869080114139639
2026-09-28 08:11:38 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-28 09:03:59 +00:00
"modelCount": 26440,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3249,
2026-09-28 09:03:59 +00:00
"successRate": 0.12288199697428139,
"wilsonLowerBound": 0.11897939502674176
2026-09-28 08:11:38 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16487,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
"successRate": 0.10165585006368653,
"wilsonLowerBound": 0.0971353627253932
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-28 09:03:59 +00:00
"modelCount": 12843,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 5292,
"successRate": 0.41205325858444286,
"wilsonLowerBound": 0.40356806663747236
2026-09-28 08:11:38 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-28 09:03:59 +00:00
"modelCount": 24437,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3796,
2026-09-28 09:03:59 +00:00
"successRate": 0.15533821663870362,
"wilsonLowerBound": 0.15085078423640036
2026-09-28 08:11:38 +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",
2026-09-28 09:03:59 +00:00
"modelCount": 46521,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 11582,
"successRate": 0.24896283398895122,
"wilsonLowerBound": 0.2450542402100504
2026-09-28 08:11:38 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-28 09:03:59 +00:00
"modelCount": 23537,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3093,
2026-09-28 09:03:59 +00:00
"successRate": 0.1314101202362238,
"wilsonLowerBound": 0.12715399559715393
2026-09-28 08:11:38 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-28 09:03:59 +00:00
"modelCount": 86787,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9764,
2026-09-28 09:03:59 +00:00
"successRate": 0.11250532913915678,
"wilsonLowerBound": 0.11042014049167657
2026-09-28 08:11:38 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-28 09:03:59 +00:00
"modelCount": 42751,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 5237,
"successRate": 0.12250005847816425,
"wilsonLowerBound": 0.119425977739279
2026-09-28 08:11:38 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-28 09:03:59 +00:00
"modelCount": 37655,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 3537,
"successRate": 0.09393174877174346,
"wilsonLowerBound": 0.09102636181874274
2026-09-28 08:11:38 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-28 09:03:59 +00:00
"modelCount": 90162,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 21858,
"successRate": 0.2424302921408132,
"wilsonLowerBound": 0.2396439397927536
2026-09-28 08:11:38 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-28 09:03:59 +00:00
"modelCount": 5376,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 579,
2026-09-28 09:03:59 +00:00
"successRate": 0.10770089285714286,
"wilsonLowerBound": 0.09969236203067001
2026-09-28 08:11:38 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-28 09:03:59 +00:00
"modelCount": 112744,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16525,
2026-09-28 09:03:59 +00:00
"successRate": 0.14657099269140708,
"wilsonLowerBound": 0.14451852458938483
2026-09-28 08:11:38 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-28 09:03:59 +00:00
"modelCount": 19944,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 3699,
"successRate": 0.18546931407942238,
"wilsonLowerBound": 0.18013570930201453
2026-09-28 08:11:38 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-28 09:03:59 +00:00
"modelCount": 43220,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 5623,
"successRate": 0.13010180472003702,
"wilsonLowerBound": 0.1269629692050001
2026-09-28 08:11:38 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-28 09:03:59 +00:00
"modelCount": 7281,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 639,
"successRate": 0.08776266996291718,
"wilsonLowerBound": 0.0814787962129998
2026-09-28 08:11:38 +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",
2026-09-28 09:03:59 +00:00
"modelCount": 32305,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 6073,
"successRate": 0.18798947531341897,
"wilsonLowerBound": 0.18376608520516255
2026-09-28 08:11:38 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-28 09:03:59 +00:00
"modelCount": 61232,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 12402,
"successRate": 0.20254115495165925,
"wilsonLowerBound": 0.19937656059636483
2026-09-28 08:11:38 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-28 09:03:59 +00:00
"modelCount": 10526,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 3094,
"successRate": 0.2939388181645449,
"wilsonLowerBound": 0.28531215731205956
2026-09-28 08:11:38 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-28 09:03:59 +00:00
"modelCount": 14173,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 3567,
"successRate": 0.2516757214421788,
"wilsonLowerBound": 0.24459885165059186
2026-09-28 08:11:38 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-28 09:03:59 +00:00
"modelCount": 64007,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 17540,
"successRate": 0.27403252769228365,
"wilsonLowerBound": 0.27059073716342863
2026-09-28 08:11:38 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-28 09:03:59 +00:00
"modelCount": 255,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 163,
"successRate": 0.6392156862745098,
"wilsonLowerBound": 0.5786089057576913
2026-09-28 08:11:38 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-28 09:03:59 +00:00
"modelCount": 47289,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 20902,
"successRate": 0.442005540400516,
"wilsonLowerBound": 0.43753427881902085
2026-09-28 08:11:38 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-28 09:03:59 +00:00
"modelCount": 37712,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 3965,
"successRate": 0.10513894781501909,
"wilsonLowerBound": 0.10208324190530232
2026-09-28 08:11:38 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-28 09:03:59 +00:00
"modelCount": 781,
2026-09-28 08:11:38 +00:00
"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": 10042,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 744,
"successRate": 0.07408882692690699,
"wilsonLowerBound": 0.06912729387165777
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-28 09:03:59 +00:00
"modelCount": 6433,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 2779,
"successRate": 0.4319912948857454,
"wilsonLowerBound": 0.4199304422146353
2026-09-28 08:11:38 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-09-28 09:03:59 +00:00
"modelCount": 7395,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 241,
2026-09-28 09:03:59 +00:00
"successRate": 0.032589587559161595,
"wilsonLowerBound": 0.02877906662631195
2026-09-28 08:11:38 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-28 09:03:59 +00:00
"modelCount": 14125,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 4587,
"successRate": 0.3247433628318584,
"wilsonLowerBound": 0.3170692665129332
2026-09-28 08:11:38 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-28 09:03:59 +00:00
"modelCount": 27181,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 13847,
"successRate": 0.5094367388984953,
"wilsonLowerBound": 0.5034926846499258
2026-09-28 08:11:38 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-28 09:03:59 +00:00
"modelCount": 64294,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 6631,
"successRate": 0.10313559585653405,
"wilsonLowerBound": 0.10080833425392248
2026-09-28 08:11:38 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-28 09:03:59 +00:00
"modelCount": 12946,
2026-09-28 08:11:38 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 09:03:59 +00:00
"successCount": 1969,
"successRate": 0.152093310675112,
"wilsonLowerBound": 0.14601046860595066
2026-09-28 08:11:38 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-28 14:56:31 +00:00
"generatedAt": "2026-09-28T14:53:53.973413+00:00",
2026-09-28 08:11:38 +00:00
"gpuStats": {
"Ascend_910-b4": {
"available": true,
2026-09-28 14:44:51 +00:00
"backlogHours": 1272.6569343065694,
2026-09-28 08:11:38 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-28 14:56:31 +00:00
"qualityFactor": 1.7417466756880642,
"queueFactor": 0.9510970131596882,
"queueWeight": 0.9510970131596882,
"recentSuccess": 42,
"recentSuccessRate": 0.30656934306569344,
2026-09-28 14:44:51 +00:00
"recentTerminal": 137,
2026-09-28 14:56:31 +00:00
"recentWilsonLowerBound": 0.2355151585395569,
2026-09-28 13:26:39 +00:00
"running": 8,
2026-09-28 14:56:31 +00:00
"selectionWeight": 1.6565700609277338,
2026-09-28 08:11:38 +00:00
"stale": false,
"submissionEligible": true,
2026-09-28 14:44:51 +00:00
"throughputPerHour": 22.833333333333332,
"waiting": 29059
2026-09-28 08:11:38 +00:00
},
"Biren_166m": {
"available": true,
2026-09-28 14:56:31 +00:00
"backlogHours": 152.1573033707865,
2026-09-28 08:11:38 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-28 14:56:31 +00:00
"qualityFactor": 0.13609579894226911,
2026-09-28 14:30:50 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-28 14:44:51 +00:00
"recentSuccess": 20,
2026-09-28 14:56:31 +00:00
"recentSuccessRate": 0.11235955056179775,
"recentTerminal": 178,
"recentWilsonLowerBound": 0.07392192832223898,
2026-09-28 13:48:58 +00:00
"running": 8,
2026-09-28 14:56:31 +00:00
"selectionWeight": 0.17692453862494986,
2026-09-28 08:11:38 +00:00
"stale": false,
"submissionEligible": false,
2026-09-28 14:56:31 +00:00
"throughputPerHour": 29.666666666666668,
"waiting": 4514
2026-09-28 08:11:38 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-28 14:56:31 +00:00
"backlogHours": 1528.8196721311476,
2026-09-28 08:11:38 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-28 14:56:31 +00:00
"qualityFactor": 0.6945047623317064,
"queueFactor": 0.9252904518758602,
"queueWeight": 0.9252904518758602,
2026-09-28 14:44:51 +00:00
"recentSuccess": 15,
2026-09-28 14:56:31 +00:00
"recentSuccessRate": 0.2459016393442623,
"recentTerminal": 61,
"recentWilsonLowerBound": 0.15506522999562844,
"running": 8,
"selectionWeight": 0.6426186253678415,
2026-09-28 08:11:38 +00:00
"stale": false,
2026-09-28 14:56:31 +00:00
"submissionEligible": true,
"throughputPerHour": 10.166666666666666,
"waiting": 15543
2026-09-28 08:11:38 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-28 14:56:31 +00:00
"backlogHours": 496.55555555555554,
2026-09-28 08:11:38 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-28 14:56:31 +00:00
"qualityFactor": 0.26843555937603064,
"queueFactor": 1.0953082106881025,
"queueWeight": 1.0953082106881025,
"recentSuccess": 17,
"recentSuccessRate": 0.1574074074074074,
"recentTerminal": 108,
"recentWilsonLowerBound": 0.1006611927381274,
2026-09-28 12:28:38 +00:00
"running": 7,
2026-09-28 14:56:31 +00:00
"selectionWeight": 0.29401967222522,
2026-09-28 08:11:38 +00:00
"stale": false,
2026-09-28 10:19:21 +00:00
"submissionEligible": false,
2026-09-28 14:56:31 +00:00
"throughputPerHour": 18.0,
2026-09-28 14:44:51 +00:00
"waiting": 8938
2026-09-28 08:11:38 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-28 14:56:31 +00:00
"backlogHours": 37.8876404494382,
2026-09-28 08:11:38 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-28 14:44:51 +00:00
"recentSuccess": 14,
2026-09-28 14:56:31 +00:00
"recentSuccessRate": 0.03932584269662921,
"recentTerminal": 356,
"recentWilsonLowerBound": 0.02356754370547121,
2026-09-28 12:28:38 +00:00
"running": 24,
2026-09-28 08:11:38 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-28 14:56:31 +00:00
"throughputPerHour": 59.333333333333336,
"waiting": 2248
2026-09-28 08:11:38 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-28 14:56:31 +00:00
"backlogHours": 104.5121107266436,
2026-09-28 08:11:38 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-28 14:56:31 +00:00
"qualityFactor": 0.47672762924307727,
2026-09-28 08:11:38 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-28 14:56:31 +00:00
"recentSuccess": 49,
"recentSuccessRate": 0.1695501730103806,
"recentTerminal": 289,
"recentWilsonLowerBound": 0.13068913112622332,
"running": 2,
"selectionWeight": 0.6197459180160004,
2026-09-28 08:11:38 +00:00
"stale": false,
2026-09-28 14:02:04 +00:00
"submissionEligible": false,
2026-09-28 14:56:31 +00:00
"throughputPerHour": 48.166666666666664,
"waiting": 5034
2026-09-28 08:11:38 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-28 14:56:31 +00:00
"backlogHours": 2376.7317073170734,
2026-09-28 08:11:38 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-28 13:15:34 +00:00
"qualityFactor": 2.5,
2026-09-28 14:56:31 +00:00
"queueFactor": 0.8660331096882652,
"queueWeight": 0.8660331096882652,
2026-09-28 14:44:51 +00:00
"recentSuccess": 17,
2026-09-28 14:56:31 +00:00
"recentSuccessRate": 0.4146341463414634,
"recentTerminal": 41,
"recentWilsonLowerBound": 0.2775633082533015,
2026-09-28 12:17:59 +00:00
"running": 2,
2026-09-28 14:56:31 +00:00
"selectionWeight": 2.165082774220663,
2026-09-28 08:11:38 +00:00
"stale": false,
2026-09-28 10:42:25 +00:00
"submissionEligible": true,
2026-09-28 14:56:31 +00:00
"throughputPerHour": 6.833333333333333,
2026-09-28 14:44:51 +00:00
"waiting": 16241
2026-09-28 08:11:38 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-28 14:56:31 +00:00
"backlogHours": 515.3454545454546,
2026-09-28 08:11:38 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-28 14:56:31 +00:00
"qualityFactor": 0.5861854363242197,
"queueFactor": 1.0892228727171214,
"queueWeight": 1.0892228727171214,
2026-09-28 14:44:51 +00:00
"recentSuccess": 23,
2026-09-28 14:56:31 +00:00
"recentSuccessRate": 0.20909090909090908,
"recentTerminal": 110,
"recentWilsonLowerBound": 0.1435626967427802,
"running": 8,
"selectionWeight": 0.6384865848980058,
2026-09-28 08:11:38 +00:00
"stale": false,
2026-09-28 14:18:50 +00:00
"submissionEligible": false,
2026-09-28 14:56:31 +00:00
"throughputPerHour": 18.333333333333332,
2026-09-28 14:44:51 +00:00
"waiting": 9448
2026-09-28 08:11:38 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-28 14:56:31 +00:00
"backlogHours": 568.8648648648649,
2026-09-28 08:11:38 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-28 14:56:31 +00:00
"qualityFactor": 0.2952107171402809,
"queueFactor": 1.0731987382071495,
"queueWeight": 1.0731987382071495,
"recentSuccess": 18,
"recentSuccessRate": 0.16216216216216217,
"recentTerminal": 111,
"recentWilsonLowerBound": 0.10510689256844917,
2026-09-28 14:30:50 +00:00
"running": 4,
2026-09-28 14:56:31 +00:00
"selectionWeight": 0.3168197691401772,
2026-09-28 08:11:38 +00:00
"stale": false,
2026-09-28 10:53:25 +00:00
"submissionEligible": false,
2026-09-28 14:56:31 +00:00
"throughputPerHour": 18.5,
"waiting": 10524
2026-09-28 08:11:38 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-28 14:56:31 +00:00
"backlogHours": 1892.8285714285714,
2026-09-28 08:11:38 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-28 14:56:31 +00:00
"qualityFactor": 1.653069879744418,
"queueFactor": 0.8961172297103761,
"queueWeight": 0.8961172297103761,
"recentSuccess": 23,
"recentSuccessRate": 0.32857142857142857,
2026-09-28 14:44:51 +00:00
"recentTerminal": 70,
2026-09-28 14:56:31 +00:00
"recentWilsonLowerBound": 0.2299871182671781,
2026-09-28 10:07:11 +00:00
"running": 4,
2026-09-28 14:56:31 +00:00
"selectionWeight": 1.4813444011542325,
2026-09-28 08:11:38 +00:00
"stale": false,
"submissionEligible": true,
2026-09-28 14:44:51 +00:00
"throughputPerHour": 11.666666666666666,
2026-09-28 14:56:31 +00:00
"waiting": 22083
2026-09-28 08:11:38 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-28 14:56:31 +00:00
"backlogHours": 2991.529411764706,
2026-09-28 08:11:38 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-28 14:56:31 +00:00
"qualityFactor": 0.6083969268412306,
"queueFactor": 0.8366571531438791,
"queueWeight": 0.8366571531438791,
2026-09-28 14:18:50 +00:00
"recentSuccess": 9,
2026-09-28 14:56:31 +00:00
"recentSuccessRate": 0.2647058823529412,
"recentTerminal": 34,
"recentWilsonLowerBound": 0.14601027541553793,
2026-09-28 08:11:38 +00:00
"running": 2,
2026-09-28 14:56:31 +00:00
"selectionWeight": 0.5090196407924689,
2026-09-28 08:11:38 +00:00
"stale": false,
2026-09-28 14:56:31 +00:00
"submissionEligible": false,
"throughputPerHour": 5.666666666666667,
"waiting": 16952
2026-09-28 08:11:38 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-28 14:56:31 +00:00
"backlogHours": 911.0526315789473,
2026-09-28 08:11:38 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-28 14:56:31 +00:00
"qualityFactor": 1.024830018033082,
2026-09-28 14:30:50 +00:00
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 25,
2026-09-28 14:56:31 +00:00
"recentSuccessRate": 0.2631578947368421,
"recentTerminal": 95,
"recentWilsonLowerBound": 0.18506401390488098,
2026-09-28 14:30:50 +00:00
"running": 16,
2026-09-28 14:56:31 +00:00
"selectionWeight": 1.024830018033082,
2026-09-28 08:11:38 +00:00
"stale": false,
2026-09-28 13:48:58 +00:00
"submissionEligible": true,
2026-09-28 14:56:31 +00:00
"throughputPerHour": 15.833333333333334,
"waiting": 14425
2026-09-28 08:11:38 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-28 14:56:31 +00:00
"backlogHours": 1038.8490566037735,
2026-09-28 08:11:38 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-28 14:56:31 +00:00
"qualityFactor": 0.9802819532837664,
"queueFactor": 0.9805023809021522,
"queueWeight": 0.9805023809021522,
"recentSuccess": 27,
"recentSuccessRate": 0.25471698113207547,
"recentTerminal": 106,
"recentWilsonLowerBound": 0.18136307591306167,
2026-09-28 11:08:37 +00:00
"running": 6,
2026-09-28 14:56:31 +00:00
"selectionWeight": 0.9611687891501454,
2026-09-28 08:11:38 +00:00
"stale": false,
2026-09-28 09:17:54 +00:00
"submissionEligible": true,
2026-09-28 14:56:31 +00:00
"throughputPerHour": 17.666666666666668,
"waiting": 18353
2026-09-28 08:11:38 +00:00
}
},
2026-09-28 14:56:31 +00:00
"queueAttemptedAt": "2026-09-28T14:53:53.973413+00:00",
2026-09-28 08:11:38 +00:00
"queueError": null,
2026-09-28 14:56:31 +00:00
"queueUpdatedAt": "2026-09-28T14:53:53.973413+00:00",
2026-09-28 08:11:38 +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
}