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 07:06:53 +00:00
"communityAttemptedAt": "2026-09-10T07:05:03.576071+00:00",
2026-09-10 06:11:10 +00:00
"communityError": null,
"communitySample": {},
2026-09-10 07:06:53 +00:00
"communityUpdatedAt": "2026-09-10T07:05:03.576071+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 07:12:25 +00:00
"generatedAt": "2026-09-10T07:10:43.625760+00:00",
2026-09-10 06:11:10 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-10 07:12:25 +00:00
"backlogHours": 1017.4782608695652,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-10 07:12:25 +00:00
"qualityFactor": 1.132518147516702,
"queueFactor": 0.9542980284767895,
"queueWeight": 0.9542980284767895,
"recentSuccess": 48,
"recentSuccessRate": 0.34782608695652173,
"recentTerminal": 138,
"recentWilsonLowerBound": 0.2734571164221184,
2026-09-10 06:11:10 +00:00
"running": 8,
2026-09-10 07:12:25 +00:00
"selectionWeight": 1.0807598353893746,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 07:12:25 +00:00
"throughputPerHour": 23.0,
"waiting": 23402
2026-09-10 06:11:10 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-10 07:12:25 +00:00
"backlogHours": 1105.2080536912752,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-10 07:12:25 +00:00
"qualityFactor": 0.9494637249885152,
"queueFactor": 0.9425321896796443,
"queueWeight": 0.9425321896796443,
"recentSuccess": 48,
"recentSuccessRate": 0.3221476510067114,
"recentTerminal": 149,
"recentWilsonLowerBound": 0.2523981353536608,
"running": 8,
"selectionWeight": 0.8949001237348168,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 07:12:25 +00:00
"throughputPerHour": 24.833333333333332,
"waiting": 27446
2026-09-10 06:11:10 +00:00
},
"Biren_166m": {
"available": true,
2026-09-10 07:12:25 +00:00
"backlogHours": 152.82758620689654,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-10 07:12:25 +00:00
"qualityFactor": 0.25296500405833844,
"queueFactor": 1.268184773105699,
"queueWeight": 1.268184773105699,
2026-09-10 06:48:30 +00:00
"recentSuccess": 33,
2026-09-10 07:12:25 +00:00
"recentSuccessRate": 0.1896551724137931,
"recentTerminal": 174,
"recentWilsonLowerBound": 0.13835252245303012,
"running": 8,
"selectionWeight": 0.32080636627540615,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 07:12:25 +00:00
"throughputPerHour": 29.0,
"waiting": 4432
2026-09-10 06:11:10 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-10 07:12:25 +00:00
"backlogHours": 1177.8333333333333,
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 07:12:25 +00:00
"qualityFactor": 0.4943204016074515,
"queueFactor": 0.9335771668228181,
"queueWeight": 0.9335771668228181,
2026-09-10 07:00:56 +00:00
"recentSuccess": 20,
2026-09-10 07:12:25 +00:00
"recentSuccessRate": 0.2777777777777778,
"recentTerminal": 72,
"recentWilsonLowerBound": 0.18760146005322942,
"running": 7,
"selectionWeight": 0.4614862400354022,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 07:12:25 +00:00
"throughputPerHour": 12.0,
"waiting": 14134
2026-09-10 06:11:10 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-10 07:12:25 +00:00
"backlogHours": 514.0776699029126,
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 07:12:25 +00:00
"qualityFactor": 0.5399651185678578,
"queueFactor": 1.05720324255568,
"queueWeight": 1.05720324255568,
2026-09-10 07:00:56 +00:00
"recentSuccess": 28,
2026-09-10 07:12:25 +00:00
"recentSuccessRate": 0.27184466019417475,
"recentTerminal": 103,
"recentWilsonLowerBound": 0.19528608166385128,
"running": 7,
"selectionWeight": 0.5708528742169016,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 07:12:25 +00:00
"throughputPerHour": 17.166666666666668,
"waiting": 8825
2026-09-10 06:11:10 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-10 07:12:25 +00:00
"backlogHours": 49.48432055749129,
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 06:14:44 +00:00
"recentSuccess": 27,
2026-09-10 07:00:56 +00:00
"recentSuccessRate": 0.09407665505226481,
"recentTerminal": 287,
"recentWilsonLowerBound": 0.06546091984677095,
2026-09-10 07:12:25 +00:00
"running": 2,
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 07:00:56 +00:00
"throughputPerHour": 47.833333333333336,
2026-09-10 07:12:25 +00:00
"waiting": 2367
2026-09-10 06:11:10 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-10 07:12:25 +00:00
"backlogHours": 69.09036144578313,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-10 07:12:25 +00:00
"qualityFactor": 0.1552328418745774,
2026-09-10 06:11:10 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-10 06:48:30 +00:00
"recentSuccess": 48,
2026-09-10 07:12:25 +00:00
"recentSuccessRate": 0.14457831325301204,
"recentTerminal": 332,
"recentWilsonLowerBound": 0.11081244057925736,
"running": 1,
"selectionWeight": 0.20180269443695062,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 07:12:25 +00:00
"throughputPerHour": 55.333333333333336,
"waiting": 3823
2026-09-10 06:11:10 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-10 07:12:25 +00:00
"backlogHours": 2309.5499999999997,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-10 07:12:25 +00:00
"qualityFactor": 1.70507070374576,
"queueFactor": 0.843885825296573,
"queueWeight": 0.843885825296573,
2026-09-10 07:00:56 +00:00
"recentSuccess": 19,
"recentSuccessRate": 0.475,
"recentTerminal": 40,
"recentWilsonLowerBound": 0.32935229550181694,
2026-09-10 06:11:10 +00:00
"running": 2,
2026-09-10 07:12:25 +00:00
"selectionWeight": 1.438884998019499,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 07:00:56 +00:00
"throughputPerHour": 6.666666666666667,
2026-09-10 07:12:25 +00:00
"waiting": 15397
2026-09-10 06:11:10 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-10 07:12:25 +00:00
"backlogHours": 620.2285714285714,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-10 07:12:25 +00:00
"qualityFactor": 0.5673051699524461,
"queueFactor": 1.027850690958276,
"queueWeight": 1.027850690958276,
"recentSuccess": 29,
"recentSuccessRate": 0.2761904761904762,
"recentTerminal": 105,
"recentWilsonLowerBound": 0.19972009427826307,
"running": 7,
"selectionWeight": 0.5831050109198239,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 07:12:25 +00:00
"throughputPerHour": 17.5,
"waiting": 10854
2026-09-10 06:11:10 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-10 07:12:25 +00:00
"backlogHours": 715.125,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-10 07:12:25 +00:00
"qualityFactor": 0.4196211700670246,
"queueFactor": 1.0061332542429389,
"queueWeight": 1.0061332542429389,
2026-09-10 06:26:16 +00:00
"recentSuccess": 24,
2026-09-10 07:12:25 +00:00
"recentSuccessRate": 0.25,
"recentTerminal": 96,
"recentWilsonLowerBound": 0.17413849417796742,
"running": 4,
"selectionWeight": 0.42219481338876513,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 07:12:25 +00:00
"throughputPerHour": 16.0,
"waiting": 11442
2026-09-10 06:11:10 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-10 07:12:25 +00:00
"backlogHours": 1747.890410958904,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-10 07:12:25 +00:00
"qualityFactor": 1.4431853921265443,
"queueFactor": 0.8799047607707022,
"queueWeight": 0.8799047607707022,
"recentSuccess": 30,
"recentSuccessRate": 0.410958904109589,
"recentTerminal": 73,
"recentWilsonLowerBound": 0.30531095731905994,
2026-09-10 06:11:10 +00:00
"running": 4,
2026-09-10 07:12:25 +00:00
"selectionWeight": 1.2698656972068791,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 07:12:25 +00:00
"throughputPerHour": 12.166666666666666,
"waiting": 21266
2026-09-10 06:11:10 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-10 07:12:25 +00:00
"backlogHours": 6016.714285714285,
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 07:12:25 +00:00
"qualityFactor": 2.440236204878288,
"queueFactor": 0.7309857135300942,
"queueWeight": 0.7309857135300942,
"recentSuccess": 9,
"recentSuccessRate": 0.6428571428571429,
2026-09-10 07:00:56 +00:00
"recentTerminal": 14,
2026-09-10 07:12:25 +00:00
"recentWilsonLowerBound": 0.3876400468214041,
2026-09-10 06:11:10 +00:00
"running": 2,
2026-09-10 07:12:25 +00:00
"selectionWeight": 1.7837778034049248,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": false,
2026-09-10 07:00:56 +00:00
"throughputPerHour": 2.3333333333333335,
2026-09-10 07:12:25 +00:00
"waiting": 14039
2026-09-10 06:11:10 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-10 07:12:25 +00:00
"backlogHours": 774.6315789473684,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-10 07:12:25 +00:00
"qualityFactor": 0.5666096361059457,
"queueFactor": 0.9941422192259228,
"queueWeight": 0.9941422192259228,
"recentSuccess": 22,
"recentSuccessRate": 0.2894736842105263,
"recentTerminal": 76,
"recentWilsonLowerBound": 0.19960875564331393,
2026-09-10 06:11:10 +00:00
"running": 16,
2026-09-10 07:12:25 +00:00
"selectionWeight": 0.5632905610731574,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 07:12:25 +00:00
"throughputPerHour": 12.666666666666666,
"waiting": 9812
2026-09-10 06:11:10 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-10 07:12:25 +00:00
"backlogHours": 542.3125,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-10 07:12:25 +00:00
"qualityFactor": 2.5,
"queueFactor": 1.0487581655442875,
"queueWeight": 1.0487581655442875,
"recentSuccess": 47,
"recentSuccessRate": 0.4895833333333333,
"recentTerminal": 96,
"recentWilsonLowerBound": 0.3919268939484636,
2026-09-10 06:11:10 +00:00
"running": 6,
2026-09-10 07:12:25 +00:00
"selectionWeight": 2.6218954138607184,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 07:12:25 +00:00
"throughputPerHour": 16.0,
"waiting": 8677
2026-09-10 06:11:10 +00:00
}
},
2026-09-10 07:12:25 +00:00
"queueAttemptedAt": "2026-09-10T07:10:43.625760+00:00",
2026-09-10 06:11:10 +00:00
"queueError": null,
2026-09-10 07:12:25 +00:00
"queueUpdatedAt": "2026-09-10T07:10:43.625760+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
}