Files
submmit/.modelhub_state/market_intelligence.json

764 lines
24 KiB
JSON
Raw Normal View History

2026-09-20 13:53:51 +00:00
{
2026-09-20 14:32:38 +00:00
"communityAttemptedAt": "2026-09-20T14:32:15.696895+00:00",
2026-09-20 13:53:51 +00:00
"communityError": null,
"communitySample": {},
2026-09-20 14:32:38 +00:00
"communityUpdatedAt": "2026-09-20T14:32:15.696895+00:00",
2026-09-20 13:53:51 +00:00
"frameworkAttemptedAt": "2026-09-20T11:15:54.454361+00:00",
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 39791,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 19256,
"successRate": 0.4839285265512302,
"wilsonLowerBound": 0.47902000170699977
},
"vllm": {
"framework": "vllm",
"modelCount": 53208,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14865,
"successRate": 0.2793752819124944,
"wilsonLowerBound": 0.27557875868057063
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 2846,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 808,
"successRate": 0.2839072382290935,
"wilsonLowerBound": 0.2676413737596436
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 33094,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14658,
"successRate": 0.4429201667976068,
"wilsonLowerBound": 0.4375752613348858
},
"vllm": {
"framework": "vllm",
"modelCount": 37597,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 10682,
"successRate": 0.284118413703221,
"wilsonLowerBound": 0.27958185757218634
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 9034,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3867,
"successRate": 0.42804959043613017,
"wilsonLowerBound": 0.41787895871148845
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 63964,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12088,
"successRate": 0.18898130198236507,
"wilsonLowerBound": 0.1859660310627957
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 18268,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3665,
"successRate": 0.20062404204072695,
"wilsonLowerBound": 0.19487990970702376
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 6146,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 61,
"successRate": 0.009925154572079401,
"wilsonLowerBound": 0.007734871664369399
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
"modelCount": 26170,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3225,
"successRate": 0.12323270920901797,
"wilsonLowerBound": 0.11930538367104469
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16469,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1674,
"successRate": 0.10164551581759669,
"wilsonLowerBound": 0.09712281941545817
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 11380,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4782,
"successRate": 0.4202108963093146,
"wilsonLowerBound": 0.4111704330910885
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
"modelCount": 24186,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3788,
"successRate": 0.15661953196063838,
"wilsonLowerBound": 0.1520936468167088
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8067,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.06743522994917565,
"wilsonLowerBound": 0.062166089398339223
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 43419,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 10874,
"successRate": 0.25044335429189984,
"wilsonLowerBound": 0.2463901256529626
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
"modelCount": 23311,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3064,
"successRate": 0.13144009266011755,
"wilsonLowerBound": 0.12716325323252214
},
"vllm": {
"framework": "vllm",
"modelCount": 86662,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9764,
"successRate": 0.11266760517874039,
"wilsonLowerBound": 0.11057959429420626
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 40734,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5000,
"successRate": 0.12274758187263711,
"wilsonLowerBound": 0.11959637108277628
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 32406,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3425,
"successRate": 0.10569030426464235,
"wilsonLowerBound": 0.10238953552598955
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 88764,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 21127,
"successRate": 0.23801315848767518,
"wilsonLowerBound": 0.23522289719301412
},
"transformers": {
"framework": "transformers",
"modelCount": 5212,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 566,
"successRate": 0.10859554873369148,
"wilsonLowerBound": 0.10043512111093611
},
"vllm": {
"framework": "vllm",
"modelCount": 112638,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16510,
"successRate": 0.14657575596157602,
"wilsonLowerBound": 0.1445223000398883
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
"modelCount": 17708,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3495,
"successRate": 0.19736842105263158,
"wilsonLowerBound": 0.19157202533764126
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 42911,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5576,
"successRate": 0.1299433711635711,
"wilsonLowerBound": 0.12679503587631208
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 6782,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 564,
"successRate": 0.08316130934827484,
"wilsonLowerBound": 0.07682311437946868
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 200,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
"successRate": 0.18,
"wilsonLowerBound": 0.1329455066253411
},
"vllm": {
"framework": "vllm",
"modelCount": 31284,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5650,
"successRate": 0.18060350338831352,
"wilsonLowerBound": 0.17637990175778484
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
"modelCount": 60901,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12393,
"successRate": 0.20349419549761089,
"wilsonLowerBound": 0.20031541596512528
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 8196,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2376,
"successRate": 0.28989751098096633,
"wilsonLowerBound": 0.2801748935046335
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 13044,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3356,
"successRate": 0.25728304201165286,
"wilsonLowerBound": 0.24985342553745796
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
"modelCount": 61325,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16808,
"successRate": 0.27408071748878926,
"wilsonLowerBound": 0.27056457726462746
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 0,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 46665,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 20448,
"successRate": 0.4381870781099325,
"wilsonLowerBound": 0.43369054992286854
},
"vllm": {
"framework": "vllm",
"modelCount": 36675,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3515,
"successRate": 0.09584185412406271,
"wilsonLowerBound": 0.09287124095283011
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 591,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6278,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.030582988212806625,
"wilsonLowerBound": 0.026602368317046696
},
"vllm": {
"framework": "vllm",
"modelCount": 10026,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 739,
"successRate": 0.07370835826850189,
"wilsonLowerBound": 0.06875525826123706
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 5992,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2543,
"successRate": 0.4243991989319092,
"wilsonLowerBound": 0.41193691950226435
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7377,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
"successRate": 0.03185576792734174,
"wilsonLowerBound": 0.02808550752550505
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 11796,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3856,
"successRate": 0.32689047134621907,
"wilsonLowerBound": 0.3184829083394731
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 26547,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 13474,
"successRate": 0.5075526424831431,
"wilsonLowerBound": 0.5015379102715272
},
"vllm": {
"framework": "vllm",
"modelCount": 62610,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6309,
"successRate": 0.1007666506947772,
"wilsonLowerBound": 0.09843317156580027
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 12530,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1810,
"successRate": 0.14445331205107742,
"wilsonLowerBound": 0.13840672537392346
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-20 14:37:40 +00:00
"generatedAt": "2026-09-20T14:36:12.373974+00:00",
2026-09-20 13:53:51 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-20 14:32:38 +00:00
"backlogHours": 1040.1333333333334,
2026-09-20 13:53:51 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-20 14:32:38 +00:00
"qualityFactor": 1.4912057285700442,
"queueFactor": 0.983204097073644,
"queueWeight": 0.983204097073644,
"recentSuccess": 44,
"recentSuccessRate": 0.32592592592592595,
"recentTerminal": 135,
"recentWilsonLowerBound": 0.2526269752404716,
2026-09-20 14:12:26 +00:00
"running": 8,
2026-09-20 14:32:38 +00:00
"selectionWeight": 1.4661595819097557,
2026-09-20 13:53:51 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 14:32:38 +00:00
"throughputPerHour": 22.5,
"waiting": 23403
2026-09-20 13:53:51 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-20 14:32:38 +00:00
"backlogHours": 1376.0487804878048,
2026-09-20 13:53:51 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-20 14:32:38 +00:00
"qualityFactor": 2.193192799994165,
"queueFactor": 0.9427834656000597,
"queueWeight": 0.9427834656000597,
"recentSuccess": 47,
"recentSuccessRate": 0.3821138211382114,
"recentTerminal": 123,
"recentWilsonLowerBound": 0.30104673808099086,
2026-09-20 14:12:26 +00:00
"running": 8,
2026-09-20 14:32:38 +00:00
"selectionWeight": 2.0677059087075973,
2026-09-20 13:53:51 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 14:32:38 +00:00
"throughputPerHour": 20.5,
"waiting": 28209
2026-09-20 13:53:51 +00:00
},
"Biren_166m": {
"available": true,
2026-09-20 14:32:38 +00:00
"backlogHours": 179.14814814814815,
2026-09-20 13:53:51 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-20 14:32:38 +00:00
"qualityFactor": 0.3629933843037956,
"queueFactor": 1.2800448401379467,
"queueWeight": 1.2800448401379467,
2026-09-20 14:12:26 +00:00
"recentSuccess": 30,
2026-09-20 14:32:38 +00:00
"recentSuccessRate": 0.18518518518518517,
"recentTerminal": 162,
"recentWilsonLowerBound": 0.13290856549831656,
2026-09-20 14:12:26 +00:00
"running": 8,
2026-09-20 14:32:38 +00:00
"selectionWeight": 0.46464780858228427,
2026-09-20 13:53:51 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 14:32:38 +00:00
"throughputPerHour": 27.0,
"waiting": 4837
2026-09-20 13:53:51 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-20 14:32:38 +00:00
"backlogHours": 1626.6545454545455,
2026-09-20 13:53:51 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-20 14:32:38 +00:00
"qualityFactor": 0.20222586668390247,
"queueFactor": 0.9194174287901848,
"queueWeight": 0.9194174287901848,
"recentSuccess": 10,
"recentSuccessRate": 0.18181818181818182,
2026-09-20 14:12:26 +00:00
"recentTerminal": 55,
2026-09-20 14:32:38 +00:00
"recentWilsonLowerBound": 0.10187561448030713,
2026-09-20 13:53:51 +00:00
"running": 7,
2026-09-20 14:32:38 +00:00
"selectionWeight": 0.1859299863813803,
2026-09-20 13:53:51 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 14:12:26 +00:00
"throughputPerHour": 9.166666666666666,
2026-09-20 14:32:38 +00:00
"waiting": 14911
2026-09-20 13:53:51 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-20 14:32:38 +00:00
"backlogHours": 530.3076923076924,
2026-09-20 13:53:51 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-20 14:32:38 +00:00
"qualityFactor": 0.3346144212965884,
"queueFactor": 1.087746871241264,
"queueWeight": 1.087746871241264,
2026-09-20 13:53:51 +00:00
"recentSuccess": 20,
2026-09-20 14:12:26 +00:00
"recentSuccessRate": 0.19230769230769232,
"recentTerminal": 104,
"recentWilsonLowerBound": 0.12808047966842862,
2026-09-20 13:53:51 +00:00
"running": 7,
2026-09-20 14:32:38 +00:00
"selectionWeight": 0.3639757898375702,
2026-09-20 13:53:51 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 14:12:26 +00:00
"throughputPerHour": 17.333333333333332,
2026-09-20 14:32:38 +00:00
"waiting": 9192
2026-09-20 13:53:51 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-20 14:32:38 +00:00
"backlogHours": 45.34756097560976,
2026-09-20 13:53:51 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-20 14:12:26 +00:00
"recentSuccess": 8,
2026-09-20 14:32:38 +00:00
"recentSuccessRate": 0.024390243902439025,
"recentTerminal": 328,
"recentWilsonLowerBound": 0.012409482100511864,
2026-09-20 14:12:26 +00:00
"running": 24,
2026-09-20 13:53:51 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-20 14:32:38 +00:00
"throughputPerHour": 54.666666666666664,
"waiting": 2479
2026-09-20 13:53:51 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-20 14:32:38 +00:00
"backlogHours": 100.0136518771331,
2026-09-20 13:53:51 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-20 14:32:38 +00:00
"qualityFactor": 0.1047379118763751,
2026-09-20 13:53:51 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-20 14:32:38 +00:00
"recentSuccess": 31,
"recentSuccessRate": 0.10580204778156997,
"recentTerminal": 293,
"recentWilsonLowerBound": 0.07554256005576392,
"running": 5,
"selectionWeight": 0.13615928543928763,
2026-09-20 13:53:51 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 14:32:38 +00:00
"throughputPerHour": 48.833333333333336,
"waiting": 4884
2026-09-20 13:53:51 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-20 14:32:38 +00:00
"backlogHours": 3822.9599999999996,
2026-09-20 13:53:51 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-20 14:32:38 +00:00
"qualityFactor": 2.1814026997983915,
"queueFactor": 0.808811036455579,
"queueWeight": 0.808811036455579,
2026-09-20 14:12:26 +00:00
"recentSuccess": 12,
"recentSuccessRate": 0.48,
"recentTerminal": 25,
"recentWilsonLowerBound": 0.30031003928960015,
2026-09-20 13:53:51 +00:00
"running": 2,
2026-09-20 14:32:38 +00:00
"selectionWeight": 1.7643425785509352,
2026-09-20 13:53:51 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 14:12:26 +00:00
"throughputPerHour": 4.166666666666667,
2026-09-20 14:32:38 +00:00
"waiting": 15929
2026-09-20 13:53:51 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-20 14:32:38 +00:00
"backlogHours": 553.396551724138,
2026-09-20 13:53:51 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-20 14:32:38 +00:00
"qualityFactor": 0.5855905705198401,
"queueFactor": 1.080815500507691,
"queueWeight": 1.080815500507691,
"recentSuccess": 27,
"recentSuccessRate": 0.23275862068965517,
"recentTerminal": 116,
"recentWilsonLowerBound": 0.16518094816137183,
2026-09-20 13:53:51 +00:00
"running": 8,
2026-09-20 14:32:38 +00:00
"selectionWeight": 0.6329153655689852,
2026-09-20 13:53:51 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 14:32:38 +00:00
"throughputPerHour": 19.333333333333332,
"waiting": 10699
2026-09-20 13:53:51 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-20 14:32:38 +00:00
"backlogHours": 818.0,
2026-09-20 13:53:51 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-20 14:32:38 +00:00
"qualityFactor": 0.8655531114173936,
"queueFactor": 1.0192812522036898,
"queueWeight": 1.0192812522036898,
2026-09-20 14:12:26 +00:00
"recentSuccess": 23,
"recentSuccessRate": 0.2839506172839506,
"recentTerminal": 81,
"recentWilsonLowerBound": 0.19728595019327252,
2026-09-20 13:53:51 +00:00
"running": 4,
2026-09-20 14:32:38 +00:00
"selectionWeight": 0.8822420592543208,
2026-09-20 13:53:51 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 14:12:26 +00:00
"throughputPerHour": 13.5,
2026-09-20 14:32:38 +00:00
"waiting": 11043
2026-09-20 13:53:51 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-20 14:32:38 +00:00
"backlogHours": 1990.3384615384614,
2026-09-20 13:53:51 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-20 14:32:38 +00:00
"qualityFactor": 1.8109361726551496,
"queueFactor": 0.8920064433281091,
"queueWeight": 0.8920064433281091,
"recentSuccess": 25,
"recentSuccessRate": 0.38461538461538464,
"recentTerminal": 65,
"recentWilsonLowerBound": 0.27594829385374525,
2026-09-20 13:53:51 +00:00
"running": 4,
2026-09-20 14:32:38 +00:00
"selectionWeight": 1.6153667344643385,
2026-09-20 13:53:51 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 14:32:38 +00:00
"throughputPerHour": 10.833333333333334,
"waiting": 21562
2026-09-20 13:53:51 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-20 14:32:38 +00:00
"backlogHours": 7785.5,
2026-09-20 13:53:51 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-20 14:32:38 +00:00
"qualityFactor": 2.5,
"queueFactor": 0.7269659262393937,
"queueWeight": 0.7269659262393937,
"recentSuccess": 7,
"recentSuccessRate": 0.5833333333333334,
"recentTerminal": 12,
"recentWilsonLowerBound": 0.3195073356553728,
2026-09-20 13:53:51 +00:00
"running": 2,
2026-09-20 14:32:38 +00:00
"selectionWeight": 1.8174148155984842,
2026-09-20 13:53:51 +00:00
"stale": false,
"submissionEligible": false,
2026-09-20 14:32:38 +00:00
"throughputPerHour": 2.0,
"waiting": 15571
2026-09-20 13:53:51 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-20 14:32:38 +00:00
"backlogHours": 1851.5217391304348,
2026-09-20 13:53:51 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-20 14:32:38 +00:00
"qualityFactor": 0.10528560698176376,
"queueFactor": 0.9017324725400675,
"queueWeight": 0.9017324725400675,
2026-09-20 13:53:51 +00:00
"recentSuccess": 7,
2026-09-20 14:32:38 +00:00
"recentSuccessRate": 0.15217391304347827,
"recentTerminal": 46,
"recentWilsonLowerBound": 0.07572186234017478,
2026-09-20 13:53:51 +00:00
"running": 16,
2026-09-20 14:32:38 +00:00
"selectionWeight": 0.09493945070654762,
2026-09-20 13:53:51 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 14:32:38 +00:00
"throughputPerHour": 7.666666666666667,
"waiting": 14195
2026-09-20 13:53:51 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-20 14:32:38 +00:00
"backlogHours": 349.93333333333334,
2026-09-20 13:53:51 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-20 14:32:38 +00:00
"qualityFactor": 0.05730934704311466,
"queueFactor": 1.157735191658623,
"queueWeight": 1.157735191658623,
"recentSuccess": 23,
"recentSuccessRate": 0.08518518518518518,
"recentTerminal": 270,
"recentWilsonLowerBound": 0.05743227753280504,
2026-09-20 13:53:51 +00:00
"running": 6,
2026-09-20 14:32:38 +00:00
"selectionWeight": 0.06634904788279089,
2026-09-20 13:53:51 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 14:32:38 +00:00
"throughputPerHour": 45.0,
2026-09-20 14:12:26 +00:00
"waiting": 15747
2026-09-20 13:53:51 +00:00
}
},
2026-09-20 14:32:38 +00:00
"queueAttemptedAt": "2026-09-20T14:32:15.696895+00:00",
2026-09-20 13:53:51 +00:00
"queueError": null,
2026-09-20 14:32:38 +00:00
"queueUpdatedAt": "2026-09-20T14:32:15.696895+00:00",
2026-09-20 13:53:51 +00:00
"supportedGpus": [
"Vastai_va16",
"Kunlunxin_p-800",
"Iluvatar_mrv-100",
"Cambricon_mlu-370-x4",
"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
}