Files
submmit/.modelhub_state/market_intelligence.json

712 lines
22 KiB
JSON
Raw Normal View History

2026-09-28 18:26:02 +00:00
{
2026-09-28 23:34:05 +00:00
"communityAttemptedAt": "2026-09-28T23:33:54.367309+00:00",
2026-09-28 18:26:02 +00:00
"communityError": null,
"communitySample": {},
2026-09-28 23:34:05 +00:00
"communityUpdatedAt": "2026-09-28T23:33:54.367309+00:00",
2026-09-28 21:06:14 +00:00
"frameworkAttemptedAt": "2026-09-28T21:05:57.164298+00:00",
2026-09-28 18:26:02 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-28 21:06:14 +00:00
"modelCount": 34533,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 15713,
"successRate": 0.4550140445371094,
"wilsonLowerBound": 0.4497671052760155
2026-09-28 18:26:02 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-28 21:06:14 +00:00
"modelCount": 38441,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 10817,
"successRate": 0.2813922634686923,
"wilsonLowerBound": 0.2769189579071585
2026-09-28 18:26:02 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-28 21:06:14 +00:00
"modelCount": 10613,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 4446,
"successRate": 0.41892019221709226,
"wilsonLowerBound": 0.40956431866304654
2026-09-28 18:26:02 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-28 21:06:14 +00:00
"modelCount": 64129,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 12092,
"successRate": 0.18855743891219262,
"wilsonLowerBound": 0.18554865970293316
2026-09-28 18:26:02 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-28 21:06:14 +00:00
"modelCount": 22992,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 4734,
"successRate": 0.20589770354906053,
"wilsonLowerBound": 0.20072029150969592
2026-09-28 18:26:02 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-28 21:06:14 +00:00
"modelCount": 6923,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 75,
2026-09-28 21:06:14 +00:00
"successRate": 0.010833453705041168,
"wilsonLowerBound": 0.00865184716925329
2026-09-28 18:26:02 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-28 21:06:14 +00:00
"modelCount": 26451,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3249,
2026-09-28 21:06:14 +00:00
"successRate": 0.12283089486219803,
"wilsonLowerBound": 0.11892980785559724
2026-09-28 18:26:02 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16488,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
"successRate": 0.10164968461911693,
"wilsonLowerBound": 0.09712945700177714
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-28 21:06:14 +00:00
"modelCount": 12949,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 5326,
"successRate": 0.41130589234689935,
"wilsonLowerBound": 0.4028579148889184
2026-09-28 18:26:02 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-28 21:06:14 +00:00
"modelCount": 24444,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3796,
2026-09-28 21:06:14 +00:00
"successRate": 0.15529373261332025,
"wilsonLowerBound": 0.15080747253989712
2026-09-28 18:26:02 +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 21:06:14 +00:00
"modelCount": 46730,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 11619,
"successRate": 0.2486411298951423,
"wilsonLowerBound": 0.24474296077799032
2026-09-28 18:26:02 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-28 21:06:14 +00:00
"modelCount": 23552,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 3096,
"successRate": 0.13145380434782608,
"wilsonLowerBound": 0.12719840064586643
2026-09-28 18:26:02 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-28 21:06:14 +00:00
"modelCount": 86792,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9764,
2026-09-28 21:06:14 +00:00
"successRate": 0.11249884782007559,
"wilsonLowerBound": 0.11041377190444403
2026-09-28 18:26:02 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-28 21:06:14 +00:00
"modelCount": 42884,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 5248,
"successRate": 0.12237664396977894,
"wilsonLowerBound": 0.11930863772281997
2026-09-28 18:26:02 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-28 21:06:14 +00:00
"modelCount": 38028,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 3539,
"successRate": 0.09306300620595351,
"wilsonLowerBound": 0.09018397869704897
2026-09-28 18:26:02 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-28 21:06:14 +00:00
"modelCount": 90272,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 21916,
"successRate": 0.24277738390641618,
"wilsonLowerBound": 0.2399913486994
2026-09-28 18:26:02 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-28 21:06:14 +00:00
"modelCount": 5388,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 579,
2026-09-28 21:06:14 +00:00
"successRate": 0.10746102449888642,
"wilsonLowerBound": 0.09946937877331236
2026-09-28 18:26:02 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-28 21:06:14 +00:00
"modelCount": 112748,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16525,
2026-09-28 21:06:14 +00:00
"successRate": 0.14656579274133466,
"wilsonLowerBound": 0.14451339134124666
2026-09-28 18:26:02 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-28 21:06:14 +00:00
"modelCount": 20091,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 3704,
"successRate": 0.18436115673684733,
"wilsonLowerBound": 0.17905952155656935
2026-09-28 18:26:02 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-28 21:06:14 +00:00
"modelCount": 43260,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 5630,
"successRate": 0.1301433194637078,
"wilsonLowerBound": 0.12700548656361685
2026-09-28 18:26:02 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-28 21:06:14 +00:00
"modelCount": 7313,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 643,
"successRate": 0.08792561192397101,
"wilsonLowerBound": 0.08164951950647713
2026-09-28 18:26:02 +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 21:06:14 +00:00
"modelCount": 32382,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 6096,
"successRate": 0.1882527329998147,
"wilsonLowerBound": 0.18403200391274757
2026-09-28 18:26:02 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-28 21:06:14 +00:00
"modelCount": 61247,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 12404,
"successRate": 0.20252420526719675,
"wilsonLowerBound": 0.19936009657198306
2026-09-28 18:26:02 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-28 21:06:14 +00:00
"modelCount": 10720,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 3142,
"successRate": 0.29309701492537316,
"wilsonLowerBound": 0.2845555927515729
2026-09-28 18:26:02 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-28 21:06:14 +00:00
"modelCount": 14225,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 3580,
"successRate": 0.2516695957820738,
"wilsonLowerBound": 0.24460560675236612
2026-09-28 18:26:02 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-28 21:06:14 +00:00
"modelCount": 64179,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 17590,
"successRate": 0.27407719035821687,
"wilsonLowerBound": 0.2706398188702584
2026-09-28 18:26:02 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-28 21:06:14 +00:00
"modelCount": 275,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 175,
"successRate": 0.6363636363636364,
"wilsonLowerBound": 0.5779907520144166
2026-09-28 18:26:02 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-28 21:06:14 +00:00
"modelCount": 47335,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 20930,
"successRate": 0.44216752931234815,
"wilsonLowerBound": 0.43769825507689475
2026-09-28 18:26:02 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-28 21:06:14 +00:00
"modelCount": 37778,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 3996,
"successRate": 0.10577584837736248,
"wilsonLowerBound": 0.10271446494439464
2026-09-28 18:26:02 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 784,
"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 21:06:14 +00:00
"modelCount": 6465,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 2798,
"successRate": 0.43279195668986853,
"wilsonLowerBound": 0.42075773569172253
2026-09-28 18:26:02 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-09-28 21:06:14 +00:00
"modelCount": 7396,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 242,
"successRate": 0.032720389399675504,
"wilsonLowerBound": 0.028902224054213495
2026-09-28 18:26:02 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-28 21:06:14 +00:00
"modelCount": 14271,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 4627,
"successRate": 0.32422395066918924,
"wilsonLowerBound": 0.31659229138634054
2026-09-28 18:26:02 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-28 21:06:14 +00:00
"modelCount": 27233,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 13873,
"successRate": 0.5094187199353726,
"wilsonLowerBound": 0.5034803423077188
2026-09-28 18:26:02 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-28 21:06:14 +00:00
"modelCount": 64376,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 6654,
"successRate": 0.10336150118056418,
"wilsonLowerBound": 0.10103341863374089
2026-09-28 18:26:02 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-28 21:06:14 +00:00
"modelCount": 12977,
2026-09-28 18:26:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-28 21:06:14 +00:00
"successCount": 1984,
"successRate": 0.15288587500963244,
"wilsonLowerBound": 0.14679677068017088
2026-09-28 18:26:02 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-28 23:34:05 +00:00
"generatedAt": "2026-09-28T23:33:54.367309+00:00",
2026-09-28 18:26:02 +00:00
"gpuStats": {
"Ascend_910-b4": {
"available": true,
2026-09-28 23:34:05 +00:00
"backlogHours": 1287.3777777777777,
2026-09-28 18:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-28 23:34:05 +00:00
"qualityFactor": 1.0798261991975486,
"queueFactor": 0.9544451123705351,
"queueWeight": 0.9544451123705351,
"recentSuccess": 48,
"recentSuccessRate": 0.35555555555555557,
"recentTerminal": 135,
"recentWilsonLowerBound": 0.2798281692310711,
2026-09-28 22:37:56 +00:00
"running": 8,
2026-09-28 23:34:05 +00:00
"selectionWeight": 1.030634838033752,
2026-09-28 18:26:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-28 23:34:05 +00:00
"throughputPerHour": 22.5,
"waiting": 28966
2026-09-28 18:26:02 +00:00
},
"Biren_166m": {
"available": true,
2026-09-28 23:34:05 +00:00
"backlogHours": 128.4878048780488,
2026-09-28 18:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-28 22:37:56 +00:00
"qualityFactor": 0.05,
2026-09-28 18:26:02 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-28 23:22:50 +00:00
"recentSuccess": 19,
2026-09-28 23:34:05 +00:00
"recentSuccessRate": 0.09268292682926829,
"recentTerminal": 205,
"recentWilsonLowerBound": 0.060137857862294974,
2026-09-28 19:18:54 +00:00
"running": 8,
2026-09-28 22:37:56 +00:00
"selectionWeight": 0.065,
2026-09-28 18:26:02 +00:00
"stale": false,
"submissionEligible": false,
2026-09-28 23:34:05 +00:00
"throughputPerHour": 34.166666666666664,
"waiting": 4390
2026-09-28 18:26:02 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-28 23:34:05 +00:00
"backlogHours": 1070.9655172413793,
2026-09-28 18:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-28 23:34:05 +00:00
"qualityFactor": 0.37646079312954117,
"queueFactor": 0.981161585609087,
"queueWeight": 0.981161585609087,
"recentSuccess": 22,
"recentSuccessRate": 0.25287356321839083,
"recentTerminal": 87,
"recentWilsonLowerBound": 0.17333087433749275,
2026-09-28 19:52:44 +00:00
"running": 7,
2026-09-28 23:34:05 +00:00
"selectionWeight": 0.3693688687066351,
2026-09-28 18:26:02 +00:00
"stale": false,
2026-09-28 22:05:20 +00:00
"submissionEligible": true,
2026-09-28 23:34:05 +00:00
"throughputPerHour": 14.5,
"waiting": 15529
2026-09-28 18:26:02 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-28 23:34:05 +00:00
"backlogHours": 414.703125,
2026-09-28 18:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-28 21:43:03 +00:00
"qualityFactor": 0.05,
2026-09-28 23:34:05 +00:00
"queueFactor": 1.1312178862340343,
"queueWeight": 1.1312178862340343,
"recentSuccess": 13,
"recentSuccessRate": 0.1015625,
"recentTerminal": 128,
"recentWilsonLowerBound": 0.060318074551540965,
2026-09-28 22:37:56 +00:00
"running": 7,
2026-09-28 23:34:05 +00:00
"selectionWeight": 0.05656089431170172,
2026-09-28 18:26:02 +00:00
"stale": false,
"submissionEligible": false,
2026-09-28 23:34:05 +00:00
"throughputPerHour": 21.333333333333332,
"waiting": 8847
2026-09-28 18:26:02 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-28 23:34:05 +00:00
"backlogHours": 38.62390670553936,
2026-09-28 18:26:02 +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 23:13:30 +00:00
"recentSuccess": 5,
2026-09-28 23:22:50 +00:00
"recentSuccessRate": 0.014577259475218658,
"recentTerminal": 343,
"recentWilsonLowerBound": 0.006242091279506702,
2026-09-28 22:37:56 +00:00
"running": 24,
2026-09-28 18:26:02 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-28 23:22:50 +00:00
"throughputPerHour": 57.166666666666664,
2026-09-28 23:34:05 +00:00
"waiting": 2208
2026-09-28 18:26:02 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-28 23:34:05 +00:00
"backlogHours": 129.5793991416309,
2026-09-28 18:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-28 23:34:05 +00:00
"qualityFactor": 0.0848894112992636,
2026-09-28 18:26:02 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-28 23:34:05 +00:00
"recentSuccess": 29,
"recentSuccessRate": 0.12446351931330472,
"recentTerminal": 233,
"recentWilsonLowerBound": 0.08807361505952976,
"running": 4,
"selectionWeight": 0.11035623468904268,
2026-09-28 18:26:02 +00:00
"stale": false,
"submissionEligible": false,
2026-09-28 23:34:05 +00:00
"throughputPerHour": 38.833333333333336,
"waiting": 5032
2026-09-28 18:26:02 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-28 23:34:05 +00:00
"backlogHours": 2212.3636363636365,
2026-09-28 18:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-28 23:34:05 +00:00
"qualityFactor": 0.5157237550358126,
"queueFactor": 0.879991308672929,
"queueWeight": 0.879991308672929,
2026-09-28 23:13:30 +00:00
"recentSuccess": 14,
2026-09-28 23:34:05 +00:00
"recentSuccessRate": 0.3181818181818182,
"recentTerminal": 44,
"recentWilsonLowerBound": 0.19999129931673565,
2026-09-28 22:48:39 +00:00
"running": 2,
2026-09-28 23:34:05 +00:00
"selectionWeight": 0.45383242210768177,
2026-09-28 18:26:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-28 23:34:05 +00:00
"throughputPerHour": 7.333333333333333,
"waiting": 16224
2026-09-28 18:26:02 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-28 23:34:05 +00:00
"backlogHours": 354.07594936708864,
2026-09-28 18:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-28 23:34:05 +00:00
"qualityFactor": 0.24206026020491744,
"queueFactor": 1.158356914212435,
"queueWeight": 1.158356914212435,
"recentSuccess": 31,
"recentSuccessRate": 0.1962025316455696,
2026-09-28 23:22:50 +00:00
"recentTerminal": 158,
2026-09-28 23:34:05 +00:00
"recentWilsonLowerBound": 0.14180639315807014,
2026-09-28 19:18:54 +00:00
"running": 8,
2026-09-28 23:34:05 +00:00
"selectionWeight": 0.28039217606442723,
2026-09-28 18:26:02 +00:00
"stale": false,
2026-09-28 21:01:20 +00:00
"submissionEligible": false,
2026-09-28 23:22:50 +00:00
"throughputPerHour": 26.333333333333332,
2026-09-28 23:34:05 +00:00
"waiting": 9324
2026-09-28 18:26:02 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-28 23:34:05 +00:00
"backlogHours": 490.40625,
2026-09-28 18:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-28 23:34:05 +00:00
"qualityFactor": 0.24488587681110224,
"queueFactor": 1.1031217818173589,
"queueWeight": 1.1031217818173589,
"recentSuccess": 26,
"recentSuccessRate": 0.203125,
2026-09-28 23:22:50 +00:00
"recentTerminal": 128,
2026-09-28 23:34:05 +00:00
"recentWilsonLowerBound": 0.14255643643579252,
2026-09-28 20:29:06 +00:00
"running": 4,
2026-09-28 23:34:05 +00:00
"selectionWeight": 0.27013894476976935,
2026-09-28 18:26:02 +00:00
"stale": false,
2026-09-28 23:34:05 +00:00
"submissionEligible": false,
2026-09-28 23:22:50 +00:00
"throughputPerHour": 21.333333333333332,
2026-09-28 23:34:05 +00:00
"waiting": 10462
2026-09-28 18:26:02 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-28 23:34:05 +00:00
"backlogHours": 2135.4193548387098,
2026-09-28 18:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-28 21:10:48 +00:00
"qualityFactor": 2.5,
2026-09-28 23:34:05 +00:00
"queueFactor": 0.8846762804986366,
"queueWeight": 0.8846762804986366,
"recentSuccess": 33,
"recentSuccessRate": 0.532258064516129,
2026-09-28 23:01:18 +00:00
"recentTerminal": 62,
2026-09-28 23:34:05 +00:00
"recentWilsonLowerBound": 0.4098381737584801,
2026-09-28 20:29:06 +00:00
"running": 4,
2026-09-28 23:34:05 +00:00
"selectionWeight": 2.2116907012465914,
2026-09-28 18:26:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-28 23:01:18 +00:00
"throughputPerHour": 10.333333333333334,
2026-09-28 23:34:05 +00:00
"waiting": 22066
2026-09-28 18:26:02 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-28 23:34:05 +00:00
"backlogHours": 2824.1666666666665,
2026-09-28 18:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-28 23:34:05 +00:00
"qualityFactor": 0.22619403619774325,
"queueFactor": 0.8483465756078938,
"queueWeight": 0.8483465756078938,
2026-09-28 23:13:30 +00:00
"recentSuccess": 9,
2026-09-28 23:34:05 +00:00
"recentSuccessRate": 0.25,
"recentTerminal": 36,
"recentWilsonLowerBound": 0.13750323839225387,
2026-09-28 18:26:02 +00:00
"running": 2,
2026-09-28 23:34:05 +00:00
"selectionWeight": 0.19189093603128346,
2026-09-28 18:26:02 +00:00
"stale": false,
2026-09-28 20:03:20 +00:00
"submissionEligible": false,
2026-09-28 23:34:05 +00:00
"throughputPerHour": 6.0,
2026-09-28 23:22:50 +00:00
"waiting": 16945
2026-09-28 18:26:02 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-28 23:34:05 +00:00
"backlogHours": 960.6666666666666,
2026-09-28 18:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-28 23:34:05 +00:00
"qualityFactor": 0.17201451614129196,
"queueFactor": 0.9972888219044046,
"queueWeight": 0.9972888219044046,
"recentSuccess": 17,
"recentSuccessRate": 0.18888888888888888,
"recentTerminal": 90,
"recentWilsonLowerBound": 0.1214115980938824,
2026-09-28 20:29:06 +00:00
"running": 16,
2026-09-28 23:34:05 +00:00
"selectionWeight": 0.17154815415300526,
2026-09-28 18:26:02 +00:00
"stale": false,
2026-09-28 21:23:37 +00:00
"submissionEligible": false,
2026-09-28 23:34:05 +00:00
"throughputPerHour": 15.0,
"waiting": 14410
2026-09-28 18:26:02 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-28 23:34:05 +00:00
"backlogHours": 943.4358974358975,
2026-09-28 18:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-28 23:34:05 +00:00
"qualityFactor": 0.9356753185873657,
2026-09-28 23:22:50 +00:00
"queueFactor": 1.0,
"queueWeight": 1.0,
2026-09-28 23:34:05 +00:00
"recentSuccess": 40,
"recentSuccessRate": 0.3418803418803419,
"recentTerminal": 117,
"recentWilsonLowerBound": 0.2621836857875492,
2026-09-28 22:48:39 +00:00
"running": 6,
2026-09-28 23:34:05 +00:00
"selectionWeight": 0.9356753185873657,
2026-09-28 18:26:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-28 23:34:05 +00:00
"throughputPerHour": 19.5,
"waiting": 18397
2026-09-28 18:26:02 +00:00
}
},
2026-09-28 23:34:05 +00:00
"queueAttemptedAt": "2026-09-28T23:33:54.367309+00:00",
2026-09-28 18:26:02 +00:00
"queueError": null,
2026-09-28 23:34:05 +00:00
"queueUpdatedAt": "2026-09-28T23:33:54.367309+00:00",
2026-09-28 18:26:02 +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
}