Files
submmit/.modelhub_state/market_intelligence.json

755 lines
24 KiB
JSON
Raw Normal View History

2026-09-10 06:11:10 +00:00
{
2026-09-10 08:47:38 +00:00
"communityAttemptedAt": "2026-09-10T08:45:51.142814+00:00",
2026-09-10 06:11:10 +00:00
"communityError": null,
"communitySample": {},
2026-09-10 08:47:38 +00:00
"communityUpdatedAt": "2026-09-10T08:45:51.142814+00:00",
2026-09-10 06:35:24 +00:00
"frameworkAttemptedAt": "2026-09-10T06:33:41.338309+00:00",
2026-09-10 06:11:10 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-10 06:35:24 +00:00
"modelCount": 38282,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 18259,
"successRate": 0.4769604513870749,
"wilsonLowerBound": 0.47195959077959815
2026-09-10 06:11:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 06:35:24 +00:00
"modelCount": 50467,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 14307,
"successRate": 0.28349218301068024,
"wilsonLowerBound": 0.279576598148545
2026-09-10 06:11:10 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-10 06:35:24 +00:00
"modelCount": 1750,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 432,
"successRate": 0.24685714285714286,
"wilsonLowerBound": 0.22722395026816722
2026-09-10 06:11:10 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-10 06:35:24 +00:00
"modelCount": 31345,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 13473,
"successRate": 0.42982931887063325,
"wilsonLowerBound": 0.4243577190058428
2026-09-10 06:11:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 06:35:24 +00:00
"modelCount": 36489,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 10432,
"successRate": 0.28589437912795634,
"wilsonLowerBound": 0.2812809396888865
2026-09-10 06:11:10 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-10 06:35:24 +00:00
"modelCount": 6874,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 3176,
"successRate": 0.46203084084957813,
"wilsonLowerBound": 0.45026934727417167
2026-09-10 06:11:10 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-10 06:35:24 +00:00
"modelCount": 63786,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12060,
2026-09-10 06:35:24 +00:00
"successRate": 0.18906970181544538,
"wilsonLowerBound": 0.1860497026682823
2026-09-10 06:11:10 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-10 06:35:24 +00:00
"modelCount": 13658,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 2701,
"successRate": 0.1977595548396544,
"wilsonLowerBound": 0.19116483226960906
2026-09-10 06:11:10 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-10 06:35:24 +00:00
"modelCount": 5123,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
2026-09-10 06:35:24 +00:00
"successRate": 0.007027132539527621,
"wilsonLowerBound": 0.005080284971882024
2026-09-10 06:11:10 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-10 06:35:24 +00:00
"modelCount": 25928,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 3184,
"successRate": 0.12280160444307313,
"wilsonLowerBound": 0.11886233601191906
2026-09-10 06:11:10 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16451,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1672,
"successRate": 0.10163515895690231,
"wilsonLowerBound": 0.09711025028380077
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-10 06:35:24 +00:00
"modelCount": 9338,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 4061,
"successRate": 0.4348896980081388,
"wilsonLowerBound": 0.4248634301344047
2026-09-10 06:11:10 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-10 06:35:24 +00:00
"modelCount": 24024,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3768,
2026-09-10 06:35:24 +00:00
"successRate": 0.15684315684315683,
"wilsonLowerBound": 0.1522995170944452
2026-09-10 06:11:10 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8066,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.0674435903793702,
"wilsonLowerBound": 0.0621738174048722
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-10 06:35:24 +00:00
"modelCount": 39265,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 9901,
"successRate": 0.252158410798421,
"wilsonLowerBound": 0.24788748546407094
2026-09-10 06:11:10 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-10 06:35:24 +00:00
"modelCount": 22910,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 3025,
"successRate": 0.13203841117415976,
"wilsonLowerBound": 0.12771630357319896
2026-09-10 06:11:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 06:35:24 +00:00
"modelCount": 86474,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9762,
2026-09-10 06:35:24 +00:00
"successRate": 0.1128894234105049,
"wilsonLowerBound": 0.11079734312904772
2026-09-10 06:11:10 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-10 06:35:24 +00:00
"modelCount": 38586,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 4737,
"successRate": 0.12276473332296688,
"wilsonLowerBound": 0.11952780202650498
2026-09-10 06:11:10 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-10 06:35:24 +00:00
"modelCount": 26062,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 3202,
"successRate": 0.12286087023252244,
"wilsonLowerBound": 0.11893076369219584
2026-09-10 06:11:10 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-10 06:35:24 +00:00
"modelCount": 87380,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 20298,
"successRate": 0.23229571984435798,
"wilsonLowerBound": 0.22950746364821423
2026-09-10 06:11:10 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-10 06:35:24 +00:00
"modelCount": 5047,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 562,
2026-09-10 06:35:24 +00:00
"successRate": 0.11135327917574797,
"wilsonLowerBound": 0.10296842863378637
2026-09-10 06:11:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 06:35:24 +00:00
"modelCount": 112420,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16501,
2026-09-10 06:35:24 +00:00
"successRate": 0.14677993239637074,
"wilsonLowerBound": 0.14472329926031946
2026-09-10 06:11:10 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-10 06:35:24 +00:00
"modelCount": 15590,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 3182,
"successRate": 0.20410519563822963,
"wilsonLowerBound": 0.19785159485069084
2026-09-10 06:11:10 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-10 06:35:24 +00:00
"modelCount": 42416,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 5509,
"successRate": 0.12988023387400982,
"wilsonLowerBound": 0.12671444161837456
2026-09-10 06:11:10 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-10 06:35:24 +00:00
"modelCount": 6005,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 468,
2026-09-10 06:35:24 +00:00
"successRate": 0.07793505412156536,
"wilsonLowerBound": 0.07142142321860222
2026-09-10 06:11:10 +00:00
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 198,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
"successRate": 0.18181818181818182,
"wilsonLowerBound": 0.1343204258911728
},
"vllm": {
"framework": "vllm",
2026-09-10 06:35:24 +00:00
"modelCount": 29820,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 5072,
"successRate": 0.17008718980549967,
"wilsonLowerBound": 0.16586538447610788
2026-09-10 06:11:10 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-10 06:35:24 +00:00
"modelCount": 60726,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12374,
2026-09-10 06:35:24 +00:00
"successRate": 0.20376774363534564,
"wilsonLowerBound": 0.20058279583273692
2026-09-10 06:11:10 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-10 06:35:24 +00:00
"modelCount": 5914,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 1748,
"successRate": 0.2955698342915117,
"wilsonLowerBound": 0.2840759682955359
2026-09-10 06:11:10 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-10 06:35:24 +00:00
"modelCount": 11659,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 3067,
"successRate": 0.26305858135346083,
"wilsonLowerBound": 0.2551453292089501
2026-09-10 06:11:10 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-10 06:35:24 +00:00
"modelCount": 57998,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 15792,
"successRate": 0.27228525121555913,
"wilsonLowerBound": 0.268677639812957
2026-09-10 06:11:10 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-10 06:35:24 +00:00
"modelCount": 45811,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 19859,
"successRate": 0.4334985047259392,
"wilsonLowerBound": 0.42896625702829366
2026-09-10 06:11:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 06:35:24 +00:00
"modelCount": 34883,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 2962,
"successRate": 0.08491242152337815,
"wilsonLowerBound": 0.08203266231913953
2026-09-10 06:11:10 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-10 06:35:24 +00:00
"modelCount": 195,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6272,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.030612244897959183,
"wilsonLowerBound": 0.0266278655632904
},
"vllm": {
"framework": "vllm",
2026-09-10 06:35:24 +00:00
"modelCount": 9997,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 728,
"successRate": 0.07282184655396619,
"wilsonLowerBound": 0.06789056951143375
2026-09-10 06:11:10 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-10 06:35:24 +00:00
"modelCount": 5338,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 2230,
"successRate": 0.4177594604720869,
"wilsonLowerBound": 0.40459258085328775
2026-09-10 06:11:10 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7358,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
"successRate": 0.031938026637673284,
"wilsonLowerBound": 0.02815816298383761
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-10 06:35:24 +00:00
"modelCount": 9777,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 3362,
"successRate": 0.3438682622481334,
"wilsonLowerBound": 0.3345157039313374
2026-09-10 06:11:10 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-10 06:35:24 +00:00
"modelCount": 25524,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 12828,
"successRate": 0.5025858015984955,
"wilsonLowerBound": 0.4964518439596191
2026-09-10 06:11:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 06:35:24 +00:00
"modelCount": 60400,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 5859,
"successRate": 0.09700331125827814,
"wilsonLowerBound": 0.09466854048134121
2026-09-10 06:11:10 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-10 06:35:24 +00:00
"modelCount": 11974,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 1612,
"successRate": 0.13462502087857023,
"wilsonLowerBound": 0.12862840018578064
2026-09-10 06:11:10 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-10 08:53:22 +00:00
"generatedAt": "2026-09-10T08:51:26.277216+00:00",
2026-09-10 06:11:10 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-10 08:41:41 +00:00
"backlogHours": 969.9310344827586,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-10 08:53:22 +00:00
"qualityFactor": 1.0952998519382309,
"queueFactor": 0.9659520367664143,
"queueWeight": 0.9659520367664143,
"recentSuccess": 53,
"recentSuccessRate": 0.36551724137931035,
2026-09-10 08:41:41 +00:00
"recentTerminal": 145,
2026-09-10 08:53:22 +00:00
"recentWilsonLowerBound": 0.2915430622526851,
2026-09-10 06:11:10 +00:00
"running": 8,
2026-09-10 08:53:22 +00:00
"selectionWeight": 1.0580071228496861,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 08:41:41 +00:00
"throughputPerHour": 24.166666666666668,
"waiting": 23440
2026-09-10 06:11:10 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-10 08:53:22 +00:00
"backlogHours": 936.784090909091,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-10 08:53:22 +00:00
"qualityFactor": 0.636557338464139,
"queueFactor": 0.9710034319263694,
"queueWeight": 0.9710034319263694,
"recentSuccess": 51,
"recentSuccessRate": 0.2897727272727273,
"recentTerminal": 176,
"recentWilsonLowerBound": 0.2278076967079314,
2026-09-10 07:12:25 +00:00
"running": 8,
2026-09-10 08:53:22 +00:00
"selectionWeight": 0.6180993602665945,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 08:53:22 +00:00
"throughputPerHour": 29.333333333333332,
"waiting": 27479
2026-09-10 06:11:10 +00:00
},
"Biren_166m": {
"available": true,
2026-09-10 08:53:22 +00:00
"backlogHours": 150.5,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-10 08:53:22 +00:00
"qualityFactor": 0.2650433743276215,
"queueFactor": 1.2774273665676268,
"queueWeight": 1.2774273665676268,
"recentSuccess": 37,
"recentSuccessRate": 0.20555555555555555,
"recentTerminal": 180,
"recentWilsonLowerBound": 0.15296937573087127,
2026-09-10 08:18:33 +00:00
"running": 8,
2026-09-10 08:53:22 +00:00
"selectionWeight": 0.33857365969353126,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 08:53:22 +00:00
"throughputPerHour": 30.0,
"waiting": 4515
2026-09-10 06:11:10 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-10 08:53:22 +00:00
"backlogHours": 945.9333333333333,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-10 08:53:22 +00:00
"qualityFactor": 0.15942611050129732,
"queueFactor": 0.9695888474323855,
"queueWeight": 0.9695888474323855,
"recentSuccess": 17,
"recentSuccessRate": 0.18888888888888888,
"recentTerminal": 90,
"recentWilsonLowerBound": 0.1214115980938824,
2026-09-10 07:12:25 +00:00
"running": 7,
2026-09-10 08:53:22 +00:00
"selectionWeight": 0.154577778731581,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 08:53:22 +00:00
"throughputPerHour": 15.0,
"waiting": 14189
2026-09-10 06:11:10 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-10 08:53:22 +00:00
"backlogHours": 511.03846153846155,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-10 08:53:22 +00:00
"qualityFactor": 0.3639835557852536,
"queueFactor": 1.063404889437642,
"queueWeight": 1.063404889437642,
2026-09-10 08:41:41 +00:00
"recentSuccess": 26,
2026-09-10 08:53:22 +00:00
"recentSuccessRate": 0.25,
"recentTerminal": 104,
"recentWilsonLowerBound": 0.17669524526012348,
2026-09-10 07:12:25 +00:00
"running": 7,
2026-09-10 08:53:22 +00:00
"selectionWeight": 0.3870618928969374,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 08:53:22 +00:00
"throughputPerHour": 17.333333333333332,
"waiting": 8858
2026-09-10 06:11:10 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-10 08:53:22 +00:00
"backlogHours": 45.324840764331206,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
2026-09-10 06:26:16 +00:00
"qualityFactor": 0.05,
2026-09-10 06:11:10 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-10 08:53:22 +00:00
"recentSuccess": 28,
"recentSuccessRate": 0.08917197452229299,
"recentTerminal": 314,
"recentWilsonLowerBound": 0.06241479182413555,
"running": 5,
2026-09-10 06:26:16 +00:00
"selectionWeight": 0.065,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 08:53:22 +00:00
"throughputPerHour": 52.333333333333336,
2026-09-10 08:41:41 +00:00
"waiting": 2372
2026-09-10 06:11:10 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-10 08:53:22 +00:00
"backlogHours": 61.87096774193548,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-10 08:53:22 +00:00
"qualityFactor": 0.2082605649584539,
2026-09-10 06:11:10 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-10 08:41:41 +00:00
"recentSuccess": 64,
2026-09-10 08:53:22 +00:00
"recentSuccessRate": 0.17204301075268819,
"recentTerminal": 372,
"recentWilsonLowerBound": 0.13709104305868514,
"running": 1,
"selectionWeight": 0.2707387344459901,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 08:53:22 +00:00
"throughputPerHour": 62.0,
2026-09-10 08:06:56 +00:00
"waiting": 3836
2026-09-10 06:11:10 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-10 08:53:22 +00:00
"backlogHours": 2445.157894736842,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-10 08:53:22 +00:00
"qualityFactor": 0.6742313887367708,
"queueFactor": 0.840854116339184,
"queueWeight": 0.840854116339184,
2026-09-10 08:41:41 +00:00
"recentSuccess": 14,
"recentSuccessRate": 0.3684210526315789,
2026-09-10 08:30:11 +00:00
"recentTerminal": 38,
2026-09-10 08:41:41 +00:00
"recentWilsonLowerBound": 0.23384013155413794,
2026-09-10 08:06:56 +00:00
"running": 2,
2026-09-10 08:53:22 +00:00
"selectionWeight": 0.5669302385843983,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 08:30:11 +00:00
"throughputPerHour": 6.333333333333333,
2026-09-10 08:53:22 +00:00
"waiting": 15486
2026-09-10 06:11:10 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-10 08:53:22 +00:00
"backlogHours": 653.16,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-10 08:53:22 +00:00
"qualityFactor": 0.44045354269563547,
"queueFactor": 1.0249761354759417,
"queueWeight": 1.0249761354759417,
2026-09-10 08:41:41 +00:00
"recentSuccess": 27,
2026-09-10 08:53:22 +00:00
"recentSuccessRate": 0.27,
"recentTerminal": 100,
"recentWilsonLowerBound": 0.1926946091766482,
2026-09-10 08:18:33 +00:00
"running": 7,
2026-09-10 08:53:22 +00:00
"selectionWeight": 0.45145437004886013,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 08:53:22 +00:00
"throughputPerHour": 16.666666666666668,
"waiting": 10886
2026-09-10 06:11:10 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-10 08:53:22 +00:00
"backlogHours": 603.2631578947369,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-10 08:53:22 +00:00
"qualityFactor": 0.3948363049686732,
"queueFactor": 1.0372672605741444,
"queueWeight": 1.0372672605741444,
"recentSuccess": 29,
"recentSuccessRate": 0.2543859649122807,
"recentTerminal": 114,
"recentWilsonLowerBound": 0.18335230338938902,
2026-09-10 08:06:56 +00:00
"running": 4,
2026-09-10 08:53:22 +00:00
"selectionWeight": 0.40955077243007315,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 08:53:22 +00:00
"throughputPerHour": 19.0,
"waiting": 11462
2026-09-10 06:11:10 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-10 08:53:22 +00:00
"backlogHours": 1687.1052631578948,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-10 08:53:22 +00:00
"qualityFactor": 1.006641182265673,
"queueFactor": 0.8889869051904031,
"queueWeight": 0.8889869051904031,
"recentSuccess": 29,
"recentSuccessRate": 0.3815789473684211,
"recentTerminal": 76,
"recentWilsonLowerBound": 0.2805690950914341,
2026-09-10 08:30:11 +00:00
"running": 4,
2026-09-10 08:53:22 +00:00
"selectionWeight": 0.8948908292595691,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 08:53:22 +00:00
"throughputPerHour": 12.666666666666666,
"waiting": 21370
2026-09-10 06:11:10 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-10 08:53:22 +00:00
"backlogHours": 6522.0,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-10 08:53:22 +00:00
"qualityFactor": 1.691586860715263,
"queueFactor": 0.7257876462217699,
"queueWeight": 0.7257876462217699,
2026-09-10 08:30:11 +00:00
"recentSuccess": 8,
"recentSuccessRate": 0.6153846153846154,
"recentTerminal": 13,
"recentWilsonLowerBound": 0.3552248097226855,
2026-09-10 06:11:10 +00:00
"running": 2,
2026-09-10 08:53:22 +00:00
"selectionWeight": 1.2277328460182038,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": false,
2026-09-10 08:30:11 +00:00
"throughputPerHour": 2.1666666666666665,
2026-09-10 08:53:22 +00:00
"waiting": 14131
2026-09-10 06:11:10 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-10 08:53:22 +00:00
"backlogHours": 886.6764705882352,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-10 08:53:22 +00:00
"qualityFactor": 0.41124810159561354,
"queueFactor": 0.9790433306456258,
"queueWeight": 0.9790433306456258,
"recentSuccess": 19,
"recentSuccessRate": 0.27941176470588236,
"recentTerminal": 68,
"recentWilsonLowerBound": 0.18677805007008424,
2026-09-10 06:11:10 +00:00
"running": 16,
2026-09-10 08:53:22 +00:00
"selectionWeight": 0.40262971110786017,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 08:53:22 +00:00
"throughputPerHour": 11.333333333333334,
"waiting": 10049
2026-09-10 06:11:10 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-10 08:53:22 +00:00
"backlogHours": 501.34615384615387,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-10 07:33:41 +00:00
"qualityFactor": 2.5,
2026-09-10 08:53:22 +00:00
"queueFactor": 1.066463602054097,
"queueWeight": 1.066463602054097,
2026-09-10 08:41:41 +00:00
"recentSuccess": 54,
2026-09-10 08:53:22 +00:00
"recentSuccessRate": 0.5192307692307693,
"recentTerminal": 104,
"recentWilsonLowerBound": 0.42424328273397843,
2026-09-10 08:18:33 +00:00
"running": 6,
2026-09-10 08:53:22 +00:00
"selectionWeight": 2.6661590051352424,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 08:53:22 +00:00
"throughputPerHour": 17.333333333333332,
"waiting": 8690
2026-09-10 06:11:10 +00:00
}
},
2026-09-10 08:53:22 +00:00
"queueAttemptedAt": "2026-09-10T08:51:26.277216+00:00",
2026-09-10 06:11:10 +00:00
"queueError": null,
2026-09-10 08:53:22 +00:00
"queueUpdatedAt": "2026-09-10T08:51:26.277216+00:00",
2026-09-10 06:11:10 +00:00
"supportedGpus": [
"Vastai_va16",
"Iluvatar_mrv-100",
"Kunlunxin_p-800",
"Cambricon_mlu-370-x4",
"Iluvatar_bi-150",
"Ascend_910-b4",
"hygon_k100-ai",
"MetaX_c-500",
"Sunrise_pt-200-x1",
"Ascend_910-b3",
"Iluvatar_bi-100",
"Biren_166m",
"Cambricon_mlu-370-x8",
"Mthreads_s4000"
],
"taskTypes": [
"text-generation"
],
"throughputWindowHours": 6,
"version": 3
}