Files
submmit/.modelhub_state/market_intelligence.json

755 lines
24 KiB
JSON
Raw Normal View History

2026-09-12 03:26:02 +00:00
{
2026-09-12 06:08:21 +00:00
"communityAttemptedAt": "2026-09-12T06:06:49.798450+00:00",
2026-09-12 03:26:02 +00:00
"communityError": null,
"communitySample": {},
2026-09-12 06:08:21 +00:00
"communityUpdatedAt": "2026-09-12T06:06:49.798450+00:00",
2026-09-12 03:26:02 +00:00
"frameworkAttemptedAt": "2026-09-12T02:15:54.616744+00:00",
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 38541,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 18436,
"successRate": 0.4783477335824187,
"wilsonLowerBound": 0.4733629372648022
},
"vllm": {
"framework": "vllm",
"modelCount": 50912,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14389,
"successRate": 0.28262492143306095,
"wilsonLowerBound": 0.27873010642293655
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 1926,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 502,
"successRate": 0.26064382139148495,
"wilsonLowerBound": 0.2415284935277956
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 31662,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 13687,
"successRate": 0.43228475775377423,
"wilsonLowerBound": 0.4268365088733383
},
"vllm": {
"framework": "vllm",
"modelCount": 36746,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 10497,
"successRate": 0.2856637457138192,
"wilsonLowerBound": 0.2810675297822268
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 7325,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3285,
"successRate": 0.4484641638225256,
"wilsonLowerBound": 0.4371046746114518
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 63821,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12064,
"successRate": 0.1890286896162705,
"wilsonLowerBound": 0.18600976866262015
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 14658,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2919,
"successRate": 0.1991404011461318,
"wilsonLowerBound": 0.19275447675833585
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 5308,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 42,
"successRate": 0.007912584777694047,
"wilsonLowerBound": 0.005859347426927158
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
"modelCount": 26005,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3194,
"successRate": 0.1228225341280523,
"wilsonLowerBound": 0.11888872435097916
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16455,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1672,
"successRate": 0.10161045274992403,
"wilsonLowerBound": 0.09708658609121286
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 9714,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4207,
"successRate": 0.4330862672431542,
"wilsonLowerBound": 0.4232608548236391
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
"modelCount": 24049,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3774,
"successRate": 0.15692960206245582,
"wilsonLowerBound": 0.1523872518123021
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8066,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.0674435903793702,
"wilsonLowerBound": 0.0621738174048722
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 40004,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 10113,
"successRate": 0.2527997200279972,
"wilsonLowerBound": 0.24856456021584206
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
"modelCount": 22940,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3030,
"successRate": 0.13208369659982563,
"wilsonLowerBound": 0.127763731592083
},
"vllm": {
"framework": "vllm",
"modelCount": 86503,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9762,
"successRate": 0.11285157740193982,
"wilsonLowerBound": 0.11076015516420577
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 38817,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4759,
"successRate": 0.12260092227632223,
"wilsonLowerBound": 0.11937541564816237
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 26762,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3251,
"successRate": 0.12147821538001644,
"wilsonLowerBound": 0.11761843407739431
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 87584,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 20419,
"successRate": 0.23313618925831203,
"wilsonLowerBound": 0.2303476109130513
},
"transformers": {
"framework": "transformers",
"modelCount": 5077,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 562,
"successRate": 0.11069529249556825,
"wilsonLowerBound": 0.10235726011979768
},
"vllm": {
"framework": "vllm",
"modelCount": 112438,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16503,
"successRate": 0.1467742222380334,
"wilsonLowerBound": 0.14471778627145027
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
"modelCount": 15746,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3218,
"successRate": 0.20436936364791058,
"wilsonLowerBound": 0.19814336420034145
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 42575,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5536,
"successRate": 0.1300293599530241,
"wilsonLowerBound": 0.12686785021894306
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 6119,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 477,
"successRate": 0.07795391403824155,
"wilsonLowerBound": 0.07149805031425802
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 198,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
"successRate": 0.18181818181818182,
"wilsonLowerBound": 0.1343204258911728
},
"vllm": {
"framework": "vllm",
"modelCount": 30088,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5162,
"successRate": 0.17156341398564212,
"wilsonLowerBound": 0.16734548915353242
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
"modelCount": 60752,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12379,
"successRate": 0.20376283908348697,
"wilsonLowerBound": 0.20057859784515591
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 6263,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1850,
"successRate": 0.295385597956251,
"wilsonLowerBound": 0.2842149176841364
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 11881,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3110,
"successRate": 0.2617624779059002,
"wilsonLowerBound": 0.25393576113613503
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
"modelCount": 58663,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 15969,
"successRate": 0.27221587712868417,
"wilsonLowerBound": 0.268628977360432
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 45955,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 19957,
"successRate": 0.4342726580350343,
"wilsonLowerBound": 0.42974649868471293
},
"vllm": {
"framework": "vllm",
"modelCount": 35519,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3042,
"successRate": 0.08564430304907232,
"wilsonLowerBound": 0.0827786607490755
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 256,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6275,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.03059760956175299,
"wilsonLowerBound": 0.026615110833495575
},
"vllm": {
"framework": "vllm",
"modelCount": 10003,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 730,
"successRate": 0.0729781065680296,
"wilsonLowerBound": 0.06804317517685986
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 5481,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2296,
"successRate": 0.41890166028097064,
"wilsonLowerBound": 0.40590099309881633
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7365,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
"successRate": 0.031907671418873046,
"wilsonLowerBound": 0.028131351489675802
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 10236,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3533,
"successRate": 0.3451543571707698,
"wilsonLowerBound": 0.33600383588328175
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 25834,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 13025,
"successRate": 0.5041805372764574,
"wilsonLowerBound": 0.49808338477967157
},
"vllm": {
"framework": "vllm",
"modelCount": 60539,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5882,
"successRate": 0.0971605081022151,
"wilsonLowerBound": 0.09482667611951202
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 12146,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1687,
"successRate": 0.13889346286843404,
"wilsonLowerBound": 0.13285707525594348
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-12 06:16:53 +00:00
"generatedAt": "2026-09-12T06:15:01.707377+00:00",
2026-09-12 03:26:02 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-12 06:13:55 +00:00
"backlogHours": 862.601226993865,
2026-09-12 03:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-12 06:13:55 +00:00
"qualityFactor": 0.852815636602426,
"queueFactor": 0.999106433003138,
"queueWeight": 0.999106433003138,
2026-09-12 06:02:33 +00:00
"recentSuccess": 50,
2026-09-12 06:13:55 +00:00
"recentSuccessRate": 0.3067484662576687,
"recentTerminal": 163,
"recentWilsonLowerBound": 0.24108221543879654,
2026-09-12 06:02:33 +00:00
"running": 8,
2026-09-12 06:13:55 +00:00
"selectionWeight": 0.8520535886951501,
2026-09-12 03:26:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 06:13:55 +00:00
"throughputPerHour": 27.166666666666668,
"waiting": 23434
2026-09-12 03:26:02 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-12 06:13:55 +00:00
"backlogHours": 1002.0731707317074,
2026-09-12 03:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-12 06:13:55 +00:00
"qualityFactor": 1.339356006149659,
"queueFactor": 0.976896043861615,
"queueWeight": 0.976896043861615,
2026-09-12 06:02:33 +00:00
"recentSuccess": 60,
2026-09-12 06:13:55 +00:00
"recentSuccessRate": 0.36585365853658536,
"recentTerminal": 164,
"recentWilsonLowerBound": 0.29598838043988274,
2026-09-12 06:02:33 +00:00
"running": 8,
2026-09-12 06:13:55 +00:00
"selectionWeight": 1.3084115837298949,
2026-09-12 03:26:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 06:13:55 +00:00
"throughputPerHour": 27.333333333333332,
"waiting": 27390
2026-09-12 03:26:02 +00:00
},
"Biren_166m": {
"available": true,
2026-09-12 06:13:55 +00:00
"backlogHours": 166.14545454545456,
2026-09-12 03:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-12 06:13:55 +00:00
"qualityFactor": 0.3817125459455233,
"queueFactor": 1.279116191429621,
"queueWeight": 1.279116191429621,
"recentSuccess": 37,
"recentSuccessRate": 0.22424242424242424,
"recentTerminal": 165,
"recentWilsonLowerBound": 0.1672918740906337,
2026-09-12 06:02:33 +00:00
"running": 8,
2026-09-12 06:13:55 +00:00
"selectionWeight": 0.48825469799074195,
2026-09-12 03:26:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 06:13:55 +00:00
"throughputPerHour": 27.5,
"waiting": 4569
2026-09-12 03:26:02 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-12 06:13:55 +00:00
"backlogHours": 1063.9259259259259,
2026-09-12 03:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-12 06:13:55 +00:00
"qualityFactor": 0.37476982254431573,
"queueFactor": 0.9681587106940366,
"queueWeight": 0.9681587106940366,
"recentSuccess": 20,
"recentSuccessRate": 0.24691358024691357,
"recentTerminal": 81,
"recentWilsonLowerBound": 0.1659018738026735,
2026-09-12 03:26:02 +00:00
"running": 7,
2026-09-12 06:13:55 +00:00
"selectionWeight": 0.3628366682015376,
2026-09-12 03:26:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 06:13:55 +00:00
"throughputPerHour": 13.5,
"waiting": 14363
2026-09-12 03:26:02 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-12 06:13:55 +00:00
"backlogHours": 421.0,
2026-09-12 03:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-12 06:13:55 +00:00
"qualityFactor": 0.565386044710113,
"queueFactor": 1.1126048574221123,
"queueWeight": 1.1126048574221123,
"recentSuccess": 34,
"recentSuccessRate": 0.2698412698412698,
"recentTerminal": 126,
"recentWilsonLowerBound": 0.19999734616485684,
2026-09-12 06:02:33 +00:00
"running": 7,
2026-09-12 06:13:55 +00:00
"selectionWeight": 0.6290512596631473,
2026-09-12 03:26:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 06:13:55 +00:00
"throughputPerHour": 21.0,
"waiting": 8841
2026-09-12 03:26:02 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-12 06:13:55 +00:00
"backlogHours": 42.199445983379505,
2026-09-12 03:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-12 06:13:55 +00:00
"recentSuccess": 15,
"recentSuccessRate": 0.04155124653739612,
"recentTerminal": 361,
"recentWilsonLowerBound": 0.025339546428177834,
2026-09-12 06:02:33 +00:00
"running": 24,
2026-09-12 03:26:02 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-12 06:13:55 +00:00
"throughputPerHour": 60.166666666666664,
"waiting": 2539
2026-09-12 03:26:02 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-12 06:13:55 +00:00
"backlogHours": 86.75373134328359,
2026-09-12 03:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-12 06:13:55 +00:00
"qualityFactor": 0.2115283705046361,
2026-09-12 03:31:35 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-12 06:13:55 +00:00
"recentSuccess": 45,
"recentSuccessRate": 0.16791044776119404,
"recentTerminal": 268,
"recentWilsonLowerBound": 0.12792164142533147,
"running": 7,
"selectionWeight": 0.27498688165602697,
2026-09-12 03:26:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 06:13:55 +00:00
"throughputPerHour": 44.666666666666664,
"waiting": 3875
2026-09-12 03:26:02 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-12 06:13:55 +00:00
"backlogHours": 2728.7647058823527,
2026-09-12 03:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-12 06:13:55 +00:00
"qualityFactor": 0.51278721675054,
"queueFactor": 0.840598000534065,
"queueWeight": 0.840598000534065,
2026-09-12 06:02:33 +00:00
"recentSuccess": 11,
"recentSuccessRate": 0.3235294117647059,
2026-09-12 05:50:38 +00:00
"recentTerminal": 34,
2026-09-12 06:02:33 +00:00
"recentWilsonLowerBound": 0.19131451326458573,
2026-09-12 04:52:56 +00:00
"running": 2,
2026-09-12 06:13:55 +00:00
"selectionWeight": 0.43104790909993207,
2026-09-12 03:26:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 05:50:38 +00:00
"throughputPerHour": 5.666666666666667,
2026-09-12 06:13:55 +00:00
"waiting": 15463
2026-09-12 03:26:02 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-12 06:13:55 +00:00
"backlogHours": 853.8701298701299,
2026-09-12 03:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-12 06:13:55 +00:00
"qualityFactor": 0.31495843881937263,
"queueFactor": 1.0006322428919971,
"queueWeight": 1.0006322428919971,
2026-09-12 06:02:33 +00:00
"recentSuccess": 18,
2026-09-12 06:13:55 +00:00
"recentSuccessRate": 0.23376623376623376,
"recentTerminal": 77,
"recentWilsonLowerBound": 0.1532949838383708,
2026-09-12 04:06:29 +00:00
"running": 7,
2026-09-12 06:13:55 +00:00
"selectionWeight": 0.3151575690535907,
2026-09-12 03:26:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 06:13:55 +00:00
"throughputPerHour": 12.833333333333334,
"waiting": 10958
2026-09-12 03:26:02 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-12 06:13:55 +00:00
"backlogHours": 626.256880733945,
2026-09-12 03:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-12 06:13:55 +00:00
"qualityFactor": 0.5661430732508222,
"queueFactor": 1.0482633197068376,
"queueWeight": 1.0482633197068376,
2026-09-12 05:50:38 +00:00
"recentSuccess": 30,
2026-09-12 06:13:55 +00:00
"recentSuccessRate": 0.27522935779816515,
"recentTerminal": 109,
"recentWilsonLowerBound": 0.20011902364559714,
2026-09-12 05:38:34 +00:00
"running": 4,
2026-09-12 06:13:55 +00:00
"selectionWeight": 0.5934670173949382,
2026-09-12 03:26:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 06:13:55 +00:00
"throughputPerHour": 18.166666666666668,
2026-09-12 06:02:33 +00:00
"waiting": 11377
2026-09-12 03:26:02 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-12 06:13:55 +00:00
"backlogHours": 2119.7,
2026-09-12 03:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-12 06:13:55 +00:00
"qualityFactor": 2.5,
"queueFactor": 0.8730560094968955,
"queueWeight": 0.8730560094968955,
"recentSuccess": 31,
"recentSuccessRate": 0.5166666666666667,
2026-09-12 06:02:33 +00:00
"recentTerminal": 60,
2026-09-12 06:13:55 +00:00
"recentWilsonLowerBound": 0.39307594850843575,
2026-09-12 06:02:33 +00:00
"running": 4,
2026-09-12 06:13:55 +00:00
"selectionWeight": 2.182640023742239,
2026-09-12 03:26:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 06:02:33 +00:00
"throughputPerHour": 10.0,
2026-09-12 06:13:55 +00:00
"waiting": 21197
2026-09-12 03:26:02 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-12 06:13:55 +00:00
"backlogHours": 3072.8571428571427,
2026-09-12 03:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-12 06:13:55 +00:00
"qualityFactor": 0.1288740996261643,
"queueFactor": 0.8257563279627115,
"queueWeight": 0.8257563279627115,
"recentSuccess": 6,
"recentSuccessRate": 0.21428571428571427,
"recentTerminal": 28,
"recentWilsonLowerBound": 0.10212321701189421,
2026-09-12 03:26:02 +00:00
"running": 2,
2026-09-12 06:13:55 +00:00
"selectionWeight": 0.10641860327680208,
2026-09-12 03:26:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 06:13:55 +00:00
"throughputPerHour": 4.666666666666667,
2026-09-12 06:02:33 +00:00
"waiting": 14340
2026-09-12 03:26:02 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-12 06:02:33 +00:00
"backlogHours": 861.081081081081,
2026-09-12 03:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-12 06:13:55 +00:00
"qualityFactor": 1.7953555862024757,
"queueFactor": 0.9993708069336256,
"queueWeight": 0.9993708069336256,
"recentSuccess": 33,
"recentSuccessRate": 0.44594594594594594,
2026-09-12 06:02:33 +00:00
"recentTerminal": 74,
2026-09-12 06:13:55 +00:00
"recentWilsonLowerBound": 0.33815638584551055,
2026-09-12 04:06:29 +00:00
"running": 16,
2026-09-12 06:13:55 +00:00
"selectionWeight": 1.7942259609159605,
2026-09-12 03:26:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 06:02:33 +00:00
"throughputPerHour": 12.333333333333334,
"waiting": 10620
2026-09-12 03:26:02 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-12 06:13:55 +00:00
"backlogHours": 635.1951219512196,
2026-09-12 03:26:02 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-12 06:13:55 +00:00
"qualityFactor": 2.2021045649278546,
"queueFactor": 1.0460373526318474,
"queueWeight": 1.0460373526318474,
"recentSuccess": 39,
"recentSuccessRate": 0.47560975609756095,
2026-09-12 06:02:33 +00:00
"recentTerminal": 82,
2026-09-12 06:13:55 +00:00
"recentWilsonLowerBound": 0.371047982844021,
2026-09-12 06:02:33 +00:00
"running": 6,
2026-09-12 06:13:55 +00:00
"selectionWeight": 2.303483629315639,
2026-09-12 03:26:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-12 06:02:33 +00:00
"throughputPerHour": 13.666666666666666,
2026-09-12 06:13:55 +00:00
"waiting": 8681
2026-09-12 03:26:02 +00:00
}
},
2026-09-12 06:13:55 +00:00
"queueAttemptedAt": "2026-09-12T06:12:11.671829+00:00",
2026-09-12 03:26:02 +00:00
"queueError": null,
2026-09-12 06:13:55 +00:00
"queueUpdatedAt": "2026-09-12T06:12:11.671829+00:00",
2026-09-12 03:26:02 +00:00
"supportedGpus": [
"Vastai_va16",
"Iluvatar_mrv-100",
"Kunlunxin_p-800",
"Cambricon_mlu-370-x4",
"Iluvatar_bi-150",
"Ascend_910-b4",
"hygon_k100-ai",
"Ascend_910-b3",
"MetaX_c-500",
"Sunrise_pt-200-x1",
"Iluvatar_bi-100",
"Biren_166m",
"Cambricon_mlu-370-x8",
"Mthreads_s4000"
],
"taskTypes": [
"text-generation"
],
"throughputWindowHours": 6,
"version": 3
}