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 11:01:13 +00:00
"communityAttemptedAt": "2026-10-02T10:58:14.756784+00:00",
2026-10-02 09:54:13 +00:00
"communityError": null,
"communitySample": {},
2026-10-02 11:01:13 +00:00
"communityUpdatedAt": "2026-10-02T10:58:14.756784+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 11:01:13 +00:00
"generatedAt": "2026-10-02T10:58:14.756784+00:00",
2026-10-02 09:54:13 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-10-02 10:54:40 +00:00
"backlogHours": 1587.9411764705883,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-02 10:54:40 +00:00
"qualityFactor": 1.2567463124973657,
"queueFactor": 0.9656872247126039,
"queueWeight": 0.9656872247126039,
"recentSuccess": 41,
"recentSuccessRate": 0.4019607843137255,
"recentTerminal": 102,
"recentWilsonLowerBound": 0.3120433343545498,
2026-10-02 10:07:18 +00:00
"running": 8,
2026-10-02 10:54:40 +00:00
"selectionWeight": 1.2136238586833799,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": true,
2026-10-02 10:54:40 +00:00
"throughputPerHour": 17.0,
2026-10-02 10:42:37 +00:00
"waiting": 26995
2026-10-02 09:54:13 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-10-02 10:54:40 +00:00
"backlogHours": 1481.5423728813557,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-02 10:54:40 +00:00
"qualityFactor": 1.0146304741023429,
"queueFactor": 0.9757858949697005,
"queueWeight": 0.9757858949697005,
"recentSuccess": 43,
"recentSuccessRate": 0.3644067796610169,
"recentTerminal": 118,
"recentWilsonLowerBound": 0.2831193703535199,
2026-10-02 09:54:13 +00:00
"running": 8,
2026-10-02 10:54:40 +00:00
"selectionWeight": 0.9900621052354861,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": true,
2026-10-02 10:54:40 +00:00
"throughputPerHour": 19.666666666666668,
"waiting": 29137
2026-10-02 09:54:13 +00:00
},
"Biren_166m": {
"available": true,
2026-10-02 10:54:40 +00:00
"backlogHours": 151.89261744966444,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-02 10:54:40 +00:00
"qualityFactor": 0.15907428998382372,
2026-10-02 09:54:13 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-02 10:54:40 +00:00
"recentSuccess": 26,
"recentSuccessRate": 0.174496644295302,
"recentTerminal": 149,
"recentWilsonLowerBound": 0.12195321718076814,
2026-10-02 10:07:18 +00:00
"running": 8,
2026-10-02 10:54:40 +00:00
"selectionWeight": 0.20679657697897086,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": false,
2026-10-02 10:54:40 +00:00
"throughputPerHour": 24.833333333333332,
"waiting": 3772
2026-10-02 09:54:13 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-10-02 10:54:40 +00:00
"backlogHours": 1148.0240963855422,
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 10:54:40 +00:00
"qualityFactor": 0.3383059714400067,
"queueFactor": 1.0138390083393276,
"queueWeight": 1.0138390083393276,
2026-10-02 10:27:08 +00:00
"recentSuccess": 21,
2026-10-02 10:54:40 +00:00
"recentSuccessRate": 0.25301204819277107,
"recentTerminal": 83,
"recentWilsonLowerBound": 0.1718510550063121,
"running": 8,
"selectionWeight": 0.3429877906000093,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": true,
2026-10-02 10:54:40 +00:00
"throughputPerHour": 13.833333333333334,
"waiting": 15881
2026-10-02 09:54:13 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-10-02 10:54:40 +00:00
"backlogHours": 360.9103448275862,
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 10:54:40 +00:00
"qualityFactor": 0.1366710653382962,
"queueFactor": 1.2060123302824588,
"queueWeight": 1.2060123302824588,
"recentSuccess": 24,
"recentSuccessRate": 0.16551724137931034,
"recentTerminal": 145,
"recentWilsonLowerBound": 0.11382248778254252,
"running": 8,
"selectionWeight": 0.1648269899908248,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": false,
2026-10-02 10:54:40 +00:00
"throughputPerHour": 24.166666666666668,
"waiting": 8722
2026-10-02 09:54:13 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-10-02 10:54:40 +00:00
"backlogHours": 36.44919786096256,
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 10:54:40 +00:00
"recentSuccess": 7,
"recentSuccessRate": 0.01871657754010695,
"recentTerminal": 374,
"recentWilsonLowerBound": 0.009095125771334192,
2026-10-02 10:27:08 +00:00
"running": 24,
2026-10-02 09:54:13 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-10-02 10:54:40 +00:00
"throughputPerHour": 62.333333333333336,
"waiting": 2272
2026-10-02 09:54:13 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-10-02 10:54:40 +00:00
"backlogHours": 109.18367346938776,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-10-02 10:54:40 +00:00
"qualityFactor": 0.13559090286013079,
2026-10-02 09:54:13 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-02 10:54:40 +00:00
"recentSuccess": 44,
"recentSuccessRate": 0.14965986394557823,
"recentTerminal": 294,
"recentWilsonLowerBound": 0.11341270206111838,
"running": 11,
"selectionWeight": 0.17626817371817002,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": false,
2026-10-02 10:54:40 +00:00
"throughputPerHour": 49.0,
"waiting": 5350
2026-10-02 09:54:13 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-10-02 10:54:40 +00:00
"backlogHours": 1965.625,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-02 10:54:40 +00:00
"qualityFactor": 0.3857479491897021,
"queueFactor": 0.9352690170240449,
"queueWeight": 0.9352690170240449,
"recentSuccess": 14,
"recentSuccessRate": 0.2916666666666667,
"recentTerminal": 48,
"recentWilsonLowerBound": 0.18241416061863375,
2026-10-02 09:54:13 +00:00
"running": 2,
2026-10-02 10:54:40 +00:00
"selectionWeight": 0.3607781052576939,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": true,
2026-10-02 10:54:40 +00:00
"throughputPerHour": 8.0,
"waiting": 15725
2026-10-02 09:54:13 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-10-02 10:54:40 +00:00
"backlogHours": 412.4,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-02 10:54:40 +00:00
"qualityFactor": 0.22452716887757848,
"queueFactor": 1.182126216967703,
"queueWeight": 1.182126216967703,
2026-10-02 10:42:37 +00:00
"recentSuccess": 22,
2026-10-02 10:54:40 +00:00
"recentSuccessRate": 0.20952380952380953,
"recentTerminal": 105,
"recentWilsonLowerBound": 0.1426344996383833,
"running": 9,
"selectionWeight": 0.2654194527517204,
2026-10-02 09:54:13 +00:00
"stale": false,
2026-10-02 10:07:18 +00:00
"submissionEligible": false,
2026-10-02 10:54:40 +00:00
"throughputPerHour": 17.5,
2026-10-02 10:42:37 +00:00
"waiting": 7217
2026-10-02 09:54:13 +00:00
},
"MetaX_c-500": {
"available": true,
2026-10-02 10:54:40 +00:00
"backlogHours": 635.1340206185566,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-02 10:54:40 +00:00
"qualityFactor": 0.5648643405063654,
"queueFactor": 1.107979796265816,
"queueWeight": 1.107979796265816,
2026-10-02 10:27:08 +00:00
"recentSuccess": 29,
2026-10-02 10:54:40 +00:00
"recentSuccessRate": 0.29896907216494845,
"recentTerminal": 97,
"recentWilsonLowerBound": 0.21694502760133394,
2026-10-02 09:54:13 +00:00
"running": 4,
2026-10-02 10:54:40 +00:00
"selectionWeight": 0.6258582769120672,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": true,
2026-10-02 10:54:40 +00:00
"throughputPerHour": 16.166666666666668,
"waiting": 10268
2026-10-02 09:54:13 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-10-02 10:54:40 +00:00
"backlogHours": 1943.9117647058822,
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 10:54:40 +00:00
"queueFactor": 0.9368286534292418,
"queueWeight": 0.9368286534292418,
"recentSuccess": 37,
"recentSuccessRate": 0.5441176470588235,
"recentTerminal": 68,
"recentWilsonLowerBound": 0.4265639778429345,
2026-10-02 09:54:13 +00:00
"running": 4,
2026-10-02 10:54:40 +00:00
"selectionWeight": 2.3420716335731044,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": true,
2026-10-02 10:54:40 +00:00
"throughputPerHour": 11.333333333333334,
"waiting": 22031
2026-10-02 09:54:13 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-10-02 10:54:40 +00:00
"backlogHours": 3523.6551724137935,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
"qualityFactor": 0.05,
2026-10-02 10:54:40 +00:00
"queueFactor": 0.8568654610228836,
"queueWeight": 0.8568654610228836,
2026-10-02 09:54:13 +00:00
"recentSuccess": 4,
2026-10-02 10:54:40 +00:00
"recentSuccessRate": 0.13793103448275862,
"recentTerminal": 29,
"recentWilsonLowerBound": 0.05497350852047822,
2026-10-02 09:54:13 +00:00
"running": 2,
2026-10-02 10:54:40 +00:00
"selectionWeight": 0.04284327305114419,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": false,
2026-10-02 10:54:40 +00:00
"throughputPerHour": 4.833333333333333,
2026-10-02 10:42:37 +00:00
"waiting": 17031
2026-10-02 09:54:13 +00:00
},
"Vastai_va16": {
"available": true,
2026-10-02 10:54:40 +00:00
"backlogHours": 1451.25,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-10-02 10:54:40 +00:00
"qualityFactor": 0.05585426491045992,
"queueFactor": 0.9788143161420143,
"queueWeight": 0.9788143161420143,
"recentSuccess": 9,
"recentSuccessRate": 0.140625,
2026-10-02 10:42:37 +00:00
"recentTerminal": 64,
2026-10-02 10:54:40 +00:00
"recentWilsonLowerBound": 0.07578487006414436,
2026-10-02 10:07:18 +00:00
"running": 16,
2026-10-02 10:54:40 +00:00
"selectionWeight": 0.05467095411194674,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": false,
2026-10-02 10:42:37 +00:00
"throughputPerHour": 10.666666666666666,
2026-10-02 10:54:40 +00:00
"waiting": 15480
2026-10-02 09:54:13 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-10-02 10:54:40 +00:00
"backlogHours": 1368.344827586207,
2026-10-02 09:54:13 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-10-02 10:54:40 +00:00
"qualityFactor": 0.4872903219920291,
"queueFactor": 0.9874891087751603,
"queueWeight": 0.9874891087751603,
"recentSuccess": 25,
"recentSuccessRate": 0.28735632183908044,
"recentTerminal": 87,
"recentWilsonLowerBound": 0.20285593236614669,
2026-10-02 09:54:13 +00:00
"running": 6,
2026-10-02 10:54:40 +00:00
"selectionWeight": 0.48119388577866967,
2026-10-02 09:54:13 +00:00
"stale": false,
"submissionEligible": true,
2026-10-02 10:54:40 +00:00
"throughputPerHour": 14.5,
"waiting": 19841
2026-10-02 09:54:13 +00:00
}
},
2026-10-02 10:54:40 +00:00
"queueAttemptedAt": "2026-10-02T10:53:28.349979+00:00",
2026-10-02 09:54:13 +00:00
"queueError": null,
2026-10-02 10:54:40 +00:00
"queueUpdatedAt": "2026-10-02T10:53:28.349979+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
}