Files
submmit/.modelhub_state/market_intelligence.json

773 lines
24 KiB
JSON
Raw Normal View History

2026-10-02 09:54:13 +00:00
{
2026-10-02 12:47:10 +00:00
"communityAttemptedAt": "2026-10-02T12:43:34.243250+00:00",
2026-10-02 09:54:13 +00:00
"communityError": null,
"communitySample": {},
2026-10-02 12:47:10 +00:00
"communityUpdatedAt": "2026-10-02T12:43:34.243250+00:00",
2026-10-02 10:36:44 +00:00
"frameworkAttemptedAt": "2026-10-02T10:35:25.647177+00:00",
2026-10-02 09:54:13 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-10-02 10:36:44 +00:00
"modelCount": 40589,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 19814,
"successRate": 0.48816181724112445,
"wilsonLowerBound": 0.48330021380730726
2026-10-02 09:54:13 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-02 10:36:44 +00:00
"modelCount": 54337,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 15039,
"successRate": 0.2767727331284392,
"wilsonLowerBound": 0.2730267135758212
2026-10-02 09:54:13 +00:00
},
"vllm_0.23.0": {
"framework": "vllm_0.23.0",
"modelCount": 0,
"officialConfigError": "framework_mismatch",
"officialConfigValid": false,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-02 10:36:44 +00:00
"modelCount": 3432,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 985,
"successRate": 0.287004662004662,
"wilsonLowerBound": 0.2721148241002383
2026-10-02 09:54:13 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-10-02 10:36:44 +00:00
"modelCount": 35129,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 16153,
"successRate": 0.4598195223319764,
"wilsonLowerBound": 0.45461241598536317
2026-10-02 09:54:13 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-02 10:36:44 +00:00
"modelCount": 38942,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 10888,
"successRate": 0.27959529556776747,
"wilsonLowerBound": 0.275159612767542
2026-10-02 09:54:13 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-02 10:36:44 +00:00
"modelCount": 11153,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 4669,
"successRate": 0.41863175827131716,
"wilsonLowerBound": 0.40950538977584766
2026-10-02 09:54:13 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 64157,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12094,
"successRate": 0.18850632043268856,
"wilsonLowerBound": 0.18549851178734694
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-02 10:36:44 +00:00
"modelCount": 25034,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 5157,
"successRate": 0.20599984021730447,
"wilsonLowerBound": 0.2010351655379122
2026-10-02 09:54:13 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-02 10:36:44 +00:00
"modelCount": 7193,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 85,
2026-10-02 10:36:44 +00:00
"successRate": 0.01181704434867232,
"wilsonLowerBound": 0.009567415750146756
2026-10-02 09:54:13 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
"modelCount": 26499,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3259,
"successRate": 0.12298577304803955,
"wilsonLowerBound": 0.1190860079217265
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16494,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
"successRate": 0.10161270765126713,
"wilsonLowerBound": 0.09709403773620466
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-10-02 10:36:44 +00:00
"modelCount": 13674,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 5563,
"successRate": 0.406830481205207,
"wilsonLowerBound": 0.3986238856625047
2026-10-02 09:54:13 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-10-02 10:36:44 +00:00
"modelCount": 24520,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3797,
2026-10-02 10:36:44 +00:00
"successRate": 0.1548531810766721,
"wilsonLowerBound": 0.15037911706936388
2026-10-02 09:54:13 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8123,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.066970331158439,
"wilsonLowerBound": 0.061736366111672984
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-10-02 10:36:44 +00:00
"modelCount": 48150,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 11984,
"successRate": 0.24888888888888888,
"wilsonLowerBound": 0.2450470195550052
2026-10-02 09:54:13 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-10-02 10:36:44 +00:00
"modelCount": 23630,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3104,
2026-10-02 10:36:44 +00:00
"successRate": 0.1313584426576386,
"wilsonLowerBound": 0.12711131082170685
2026-10-02 09:54:13 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-02 10:36:44 +00:00
"modelCount": 86833,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9768,
2026-10-02 10:36:44 +00:00
"successRate": 0.1124917945942211,
"wilsonLowerBound": 0.11040726479590517
2026-10-02 09:54:13 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-02 10:36:44 +00:00
"modelCount": 43728,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 5329,
"successRate": 0.12186699597511892,
"wilsonLowerBound": 0.11883397476093745
2026-10-02 09:54:13 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-02 10:36:44 +00:00
"modelCount": 40574,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 3570,
"successRate": 0.08798738108148076,
"wilsonLowerBound": 0.0852698383704615
2026-10-02 09:54:13 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-10-02 10:36:44 +00:00
"modelCount": 90878,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 22271,
"successRate": 0.2450648121657607,
"wilsonLowerBound": 0.24227908045349222
2026-10-02 09:54:13 +00:00
},
"transformers": {
"framework": "transformers",
2026-10-02 10:36:44 +00:00
"modelCount": 5431,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 580,
2026-10-02 10:36:44 +00:00
"successRate": 0.1067943288528816,
"wilsonLowerBound": 0.09885625238661572
2026-10-02 09:54:13 +00:00
},
"vllm": {
"framework": "vllm",
"modelCount": 112774,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16528,
"successRate": 0.1465586039335308,
"wilsonLowerBound": 0.1445064799212527
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-10-02 10:36:44 +00:00
"modelCount": 20960,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 3766,
"successRate": 0.17967557251908398,
"wilsonLowerBound": 0.1745368771713647
2026-10-02 09:54:13 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-02 10:36:44 +00:00
"modelCount": 43326,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5639,
2026-10-02 10:36:44 +00:00
"successRate": 0.13015279508839958,
"wilsonLowerBound": 0.12701722922769068
2026-10-02 09:54:13 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 7530,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 677,
"successRate": 0.08990703851261621,
"wilsonLowerBound": 0.0836534348905613
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
2026-10-02 10:36:44 +00:00
"modelCount": 202,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
2026-10-02 10:36:44 +00:00
"successRate": 0.1782178217821782,
"wilsonLowerBound": 0.13159848249936945
2026-10-02 09:54:13 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-02 10:36:44 +00:00
"modelCount": 32931,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 6281,
"successRate": 0.19073213689228993,
"wilsonLowerBound": 0.18652492702814746
2026-10-02 09:54:13 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-10-02 10:36:44 +00:00
"modelCount": 61353,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12407,
2026-10-02 10:36:44 +00:00
"successRate": 0.20222320016951087,
"wilsonLowerBound": 0.1990635928848381
2026-10-02 09:54:13 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-02 10:36:44 +00:00
"modelCount": 11897,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 3501,
"successRate": 0.29427586786584853,
"wilsonLowerBound": 0.2861543041737057
2026-10-02 09:54:13 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-02 10:36:44 +00:00
"modelCount": 14624,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 3647,
"successRate": 0.24938457330415756,
"wilsonLowerBound": 0.24243860514722362
2026-10-02 09:54:13 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-10-02 10:36:44 +00:00
"modelCount": 65190,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 17889,
"successRate": 0.27441325356649793,
"wilsonLowerBound": 0.27100120975145386
2026-10-02 09:54:13 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-02 10:36:44 +00:00
"modelCount": 447,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 284,
"successRate": 0.6353467561521253,
"wilsonLowerBound": 0.5897471556685095
2026-10-02 09:54:13 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-10-02 10:36:44 +00:00
"modelCount": 47611,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 21127,
"successRate": 0.443741992396715,
"wilsonLowerBound": 0.4392839255237568
2026-10-02 09:54:13 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-02 10:36:44 +00:00
"modelCount": 38347,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 4225,
"successRate": 0.11017811041280935,
"wilsonLowerBound": 0.10708314046834153
2026-10-02 09:54:13 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-02 10:36:44 +00:00
"modelCount": 836,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6284,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.030553787396562698,
"wilsonLowerBound": 0.026576919854083197
},
"vllm": {
"framework": "vllm",
"modelCount": 10057,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 750,
"successRate": 0.0745749229392463,
"wilsonLowerBound": 0.06960138633482998
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-02 10:36:44 +00:00
"modelCount": 6694,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 2906,
"successRate": 0.43412010755900804,
"wilsonLowerBound": 0.42228769673886496
2026-10-02 09:54:13 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7401,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 243,
"successRate": 0.032833400891771385,
"wilsonLowerBound": 0.029009650170403356
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-02 10:36:44 +00:00
"modelCount": 15149,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 4834,
"successRate": 0.3190969700970361,
"wilsonLowerBound": 0.3117208273524679
2026-10-02 09:54:13 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-10-02 10:36:44 +00:00
"modelCount": 27498,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 14033,
"successRate": 0.5103280238562805,
"wilsonLowerBound": 0.5044184173485349
2026-10-02 09:54:13 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-02 10:36:44 +00:00
"modelCount": 65083,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 6841,
"successRate": 0.10511193399197948,
"wilsonLowerBound": 0.10277888433692732
2026-10-02 09:54:13 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-02 10:36:44 +00:00
"modelCount": 13147,
2026-10-02 09:54:13 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-02 10:36:44 +00:00
"successCount": 2063,
"successRate": 0.15691792804442078,
"wilsonLowerBound": 0.15080077534635405
2026-10-02 09:54:13 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-10-02 12:55:43 +00:00
"generatedAt": "2026-10-02T12:55:42.947732+00:00",
2026-10-02 09:54:13 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-10-02 12:52:29 +00:00
"backlogHours": 1348.7,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-02 12:52:29 +00:00
"qualityFactor": 1.051159786237064,
"queueFactor": 0.9860970254311094,
"queueWeight": 0.9860970254311094,
"recentSuccess": 43,
"recentSuccessRate": 0.35833333333333334,
"recentTerminal": 120,
"recentWilsonLowerBound": 0.27815943716588615,
2026-10-02 12:23:44 +00:00
"running": 8,
2026-10-02 12:52:29 +00:00
"selectionWeight": 1.0365455384611697,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": true,
2026-10-02 12:52:29 +00:00
"throughputPerHour": 20.0,
"waiting": 26974
2026-10-02 09:54:13 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-10-02 12:52:29 +00:00
"backlogHours": 1365.1875,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-02 12:52:29 +00:00
"qualityFactor": 1.07884586477578,
"queueFactor": 0.9843014092777687,
"queueWeight": 0.9843014092777687,
"recentSuccess": 46,
"recentSuccessRate": 0.359375,
"recentTerminal": 128,
"recentWilsonLowerBound": 0.281465985317146,
2026-10-02 12:36:10 +00:00
"running": 8,
2026-10-02 12:52:29 +00:00
"selectionWeight": 1.0619095050922933,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": true,
2026-10-02 12:52:29 +00:00
"throughputPerHour": 21.333333333333332,
"waiting": 29124
2026-10-02 09:54:13 +00:00
},
"Biren_166m": {
"available": true,
2026-10-02 12:52:29 +00:00
"backlogHours": 136.83636363636364,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-02 12:52:29 +00:00
"qualityFactor": 0.21648615856322329,
2026-10-02 09:54:13 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-02 12:52:29 +00:00
"recentSuccess": 31,
"recentSuccessRate": 0.18787878787878787,
"recentTerminal": 165,
"recentWilsonLowerBound": 0.13563355997899723,
2026-10-02 12:23:44 +00:00
"running": 8,
2026-10-02 12:52:29 +00:00
"selectionWeight": 0.28143200613219027,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": false,
2026-10-02 12:52:29 +00:00
"throughputPerHour": 27.5,
"waiting": 3763
2026-10-02 09:54:13 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-10-02 12:52:29 +00:00
"backlogHours": 1108.3255813953488,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-02 12:52:29 +00:00
"qualityFactor": 0.3812836334448776,
"queueFactor": 1.0155629507329402,
"queueWeight": 1.0155629507329402,
"recentSuccess": 22,
"recentSuccessRate": 0.2558139534883721,
"recentTerminal": 86,
"recentWilsonLowerBound": 0.1754295012969836,
2026-10-02 11:04:38 +00:00
"running": 7,
2026-10-02 12:52:29 +00:00
"selectionWeight": 0.38721753184745666,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": true,
2026-10-02 12:52:29 +00:00
"throughputPerHour": 14.333333333333334,
"waiting": 15886
2026-10-02 09:54:13 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-10-02 12:52:29 +00:00
"backlogHours": 431.60330578512395,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-02 12:52:29 +00:00
"qualityFactor": 0.17535775444270296,
"queueFactor": 1.1698878700147837,
"queueWeight": 1.1698878700147837,
2026-10-02 12:23:44 +00:00
"recentSuccess": 22,
2026-10-02 12:52:29 +00:00
"recentSuccessRate": 0.18181818181818182,
"recentTerminal": 121,
"recentWilsonLowerBound": 0.12324630475994339,
"running": 7,
"selectionWeight": 0.20514890983554923,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": false,
2026-10-02 12:52:29 +00:00
"throughputPerHour": 20.166666666666668,
"waiting": 8704
2026-10-02 09:54:13 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-10-02 12:52:29 +00:00
"backlogHours": 41.592592592592595,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-02 12:23:44 +00:00
"recentSuccess": 12,
2026-10-02 12:52:29 +00:00
"recentSuccessRate": 0.037037037037037035,
"recentTerminal": 324,
"recentWilsonLowerBound": 0.021311304911975294,
2026-10-02 12:36:10 +00:00
"running": 24,
2026-10-02 09:54:13 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-10-02 12:52:29 +00:00
"throughputPerHour": 54.0,
"waiting": 2246
2026-10-02 09:54:13 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-10-02 12:52:29 +00:00
"backlogHours": 157.44117647058823,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-10-02 12:52:29 +00:00
"qualityFactor": 0.1708245147703243,
2026-10-02 09:54:13 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-02 12:52:29 +00:00
"recentSuccess": 34,
"recentSuccessRate": 0.16666666666666666,
"recentTerminal": 204,
"recentWilsonLowerBound": 0.12178773469686584,
"running": 1,
"selectionWeight": 0.22207186920142158,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": false,
2026-10-02 12:52:29 +00:00
"throughputPerHour": 34.0,
"waiting": 5353
2026-10-02 09:54:13 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-10-02 12:52:29 +00:00
"backlogHours": 1850.1176470588234,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-02 12:52:29 +00:00
"qualityFactor": 0.18069712765199503,
"queueFactor": 0.9404312467100643,
"queueWeight": 0.9404312467100643,
"recentSuccess": 11,
"recentSuccessRate": 0.21568627450980393,
"recentTerminal": 51,
"recentWilsonLowerBound": 0.12493811244188556,
2026-10-02 12:36:10 +00:00
"running": 2,
2026-10-02 12:52:29 +00:00
"selectionWeight": 0.16993322503469332,
2026-10-02 09:54:13 +00:00
"stale": false,
2026-10-02 11:44:26 +00:00
"submissionEligible": false,
2026-10-02 12:52:29 +00:00
"throughputPerHour": 8.5,
2026-10-02 12:36:10 +00:00
"waiting": 15726
2026-10-02 09:54:13 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-10-02 12:52:29 +00:00
"backlogHours": 396.60550458715596,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-02 12:52:29 +00:00
"qualityFactor": 0.4655535672744987,
"queueFactor": 1.1848220875383138,
"queueWeight": 1.1848220875383138,
"recentSuccess": 29,
"recentSuccessRate": 0.26605504587155965,
"recentTerminal": 109,
"recentWilsonLowerBound": 0.19209740149947543,
"running": 8,
"selectionWeight": 0.5515981494390804,
2026-10-02 09:54:13 +00:00
"stale": false,
2026-10-02 11:20:23 +00:00
"submissionEligible": true,
2026-10-02 12:52:29 +00:00
"throughputPerHour": 18.166666666666668,
"waiting": 7205
2026-10-02 09:54:13 +00:00
},
"MetaX_c-500": {
"available": true,
2026-10-02 12:52:29 +00:00
"backlogHours": 579.7358490566037,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-02 12:52:29 +00:00
"qualityFactor": 0.2086790664316827,
"queueFactor": 1.119237953937576,
"queueWeight": 1.119237953937576,
2026-10-02 12:11:19 +00:00
"recentSuccess": 21,
2026-10-02 12:52:29 +00:00
"recentSuccessRate": 0.19811320754716982,
"recentTerminal": 106,
"recentWilsonLowerBound": 0.1333879484800526,
"running": 4,
"selectionWeight": 0.23356153134260008,
2026-10-02 09:54:13 +00:00
"stale": false,
2026-10-02 11:57:24 +00:00
"submissionEligible": false,
2026-10-02 12:52:29 +00:00
"throughputPerHour": 17.666666666666668,
"waiting": 10242
2026-10-02 09:54:13 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-10-02 12:52:29 +00:00
"backlogHours": 1944.441176470588,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 2.5,
2026-10-02 12:52:29 +00:00
"queueFactor": 0.9334428447087789,
"queueWeight": 0.9334428447087789,
"recentSuccess": 36,
"recentSuccessRate": 0.5294117647058824,
"recentTerminal": 68,
"recentWilsonLowerBound": 0.41240715813747064,
2026-10-02 12:36:10 +00:00
"running": 4,
2026-10-02 12:52:29 +00:00
"selectionWeight": 2.3336071117719475,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": true,
2026-10-02 12:52:29 +00:00
"throughputPerHour": 11.333333333333334,
"waiting": 22037
2026-10-02 09:54:13 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-10-02 12:52:29 +00:00
"backlogHours": 2920.6285714285714,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-02 11:44:26 +00:00
"qualityFactor": 0.05,
2026-10-02 12:52:29 +00:00
"queueFactor": 0.8781839650431452,
"queueWeight": 0.8781839650431452,
2026-10-02 11:04:38 +00:00
"recentSuccess": 5,
2026-10-02 12:52:29 +00:00
"recentSuccessRate": 0.14285714285714285,
"recentTerminal": 35,
"recentWilsonLowerBound": 0.06260138804853498,
2026-10-02 09:54:13 +00:00
"running": 2,
2026-10-02 12:52:29 +00:00
"selectionWeight": 0.043909198252157264,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": false,
2026-10-02 12:52:29 +00:00
"throughputPerHour": 5.833333333333333,
2026-10-02 12:23:44 +00:00
"waiting": 17037
2026-10-02 09:54:13 +00:00
},
"Vastai_va16": {
"available": true,
2026-10-02 12:52:29 +00:00
"backlogHours": 1523.3114754098362,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-10-02 12:52:29 +00:00
"qualityFactor": 0.23921726368073692,
"queueFactor": 0.9682525408495851,
"queueWeight": 0.9682525408495851,
2026-10-02 11:57:24 +00:00
"recentSuccess": 14,
2026-10-02 12:52:29 +00:00
"recentSuccessRate": 0.22950819672131148,
"recentTerminal": 61,
"recentWilsonLowerBound": 0.14193102378883196,
2026-10-02 12:36:10 +00:00
"running": 16,
2026-10-02 12:52:29 +00:00
"selectionWeight": 0.2316227233739587,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": false,
2026-10-02 12:52:29 +00:00
"throughputPerHour": 10.166666666666666,
"waiting": 15487
2026-10-02 09:54:13 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-10-02 12:52:29 +00:00
"backlogHours": 1505.9240506329115,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-10-02 12:52:29 +00:00
"qualityFactor": 0.4080905438722082,
"queueFactor": 0.9699212892760146,
"queueWeight": 0.9699212892760146,
"recentSuccess": 21,
"recentSuccessRate": 0.26582278481012656,
"recentTerminal": 79,
"recentWilsonLowerBound": 0.18093205809599439,
2026-10-02 11:57:24 +00:00
"running": 6,
2026-10-02 12:52:29 +00:00
"selectionWeight": 0.3958157064538822,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": true,
2026-10-02 12:52:29 +00:00
"throughputPerHour": 13.166666666666666,
"waiting": 19828
2026-10-02 09:54:13 +00:00
}
},
2026-10-02 12:52:29 +00:00
"queueAttemptedAt": "2026-10-02T12:50:47.658768+00:00",
2026-10-02 09:54:13 +00:00
"queueError": null,
2026-10-02 12:52:29 +00:00
"queueUpdatedAt": "2026-10-02T12:50:47.658768+00:00",
2026-10-02 09:54:13 +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
}