Files
submmit/.modelhub_state/market_intelligence.json

755 lines
24 KiB
JSON
Raw Normal View History

2026-09-13 16:14:45 +00:00
{
2026-09-13 23:30:11 +00:00
"communityAttemptedAt": "2026-09-13T23:28:20.899125+00:00",
2026-09-13 16:14:45 +00:00
"communityError": null,
"communitySample": {},
2026-09-13 23:30:11 +00:00
"communityUpdatedAt": "2026-09-13T23:28:20.899125+00:00",
2026-09-13 18:48:42 +00:00
"frameworkAttemptedAt": "2026-09-13T18:45:49.870085+00:00",
2026-09-13 16:14:45 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-13 18:48:42 +00:00
"modelCount": 38816,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 18630,
"successRate": 0.47995671887881286,
"wilsonLowerBound": 0.4749887753620604
2026-09-13 16:14:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-13 18:48:42 +00:00
"modelCount": 51402,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 14484,
"successRate": 0.2817789191082059,
"wilsonLowerBound": 0.2779062356025118
2026-09-13 16:14:45 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-13 18:48:42 +00:00
"modelCount": 2101,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 560,
"successRate": 0.26653974297953353,
"wilsonLowerBound": 0.24807174168770715
2026-09-13 16:14:45 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-13 18:48:42 +00:00
"modelCount": 31957,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 13883,
"successRate": 0.43442751196920865,
"wilsonLowerBound": 0.4290010108429633
2026-09-13 16:14:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-13 18:48:42 +00:00
"modelCount": 37003,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 10553,
"successRate": 0.28519309245196334,
"wilsonLowerBound": 0.2806151135467594
2026-09-13 16:14:45 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-13 18:48:42 +00:00
"modelCount": 7671,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 3395,
"successRate": 0.4425759353408943,
"wilsonLowerBound": 0.4314922350736383
2026-09-13 16:14:45 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-13 18:48:42 +00:00
"modelCount": 63841,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12065,
2026-09-13 18:48:42 +00:00
"successRate": 0.18898513494462807,
"wilsonLowerBound": 0.1859669549351708
2026-09-13 16:14:45 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-13 18:48:42 +00:00
"modelCount": 15633,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 3152,
"successRate": 0.2016247681187232,
"wilsonLowerBound": 0.19540900043690357
2026-09-13 16:14:45 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-13 18:48:42 +00:00
"modelCount": 5511,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 45,
2026-09-13 18:48:42 +00:00
"successRate": 0.008165487207403375,
"wilsonLowerBound": 0.006108313138695839
2026-09-13 16:14:45 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-13 18:48:42 +00:00
"modelCount": 26041,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 3200,
"successRate": 0.1228831458085327,
"wilsonLowerBound": 0.11895116327097957
2026-09-13 16:14:45 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
2026-09-13 18:48:42 +00:00
"modelCount": 16458,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1672,
2026-09-13 18:48:42 +00:00
"successRate": 0.10159193097581723,
"wilsonLowerBound": 0.09706884551454699
2026-09-13 16:14:45 +00:00
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-13 18:48:42 +00:00
"modelCount": 10068,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 4314,
"successRate": 0.42848629320619785,
"wilsonLowerBound": 0.41884894178371307
2026-09-13 16:14:45 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-13 18:48:42 +00:00
"modelCount": 24073,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3777,
2026-09-13 18:48:42 +00:00
"successRate": 0.1568977692850912,
"wilsonLowerBound": 0.1523580408274086
2026-09-13 16:14:45 +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",
2026-09-13 18:48:42 +00:00
"modelCount": 40720,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 10273,
"successRate": 0.2522838899803536,
"wilsonLowerBound": 0.24808882149236644
2026-09-13 16:14:45 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-13 18:48:42 +00:00
"modelCount": 22989,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 3036,
"successRate": 0.1320631606420462,
"wilsonLowerBound": 0.12774802835591978
2026-09-13 16:14:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-13 18:48:42 +00:00
"modelCount": 86524,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9762,
2026-09-13 18:48:42 +00:00
"successRate": 0.11282418750866811,
"wilsonLowerBound": 0.11073324152871072
2026-09-13 16:14:45 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-13 18:48:42 +00:00
"modelCount": 39142,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 4803,
"successRate": 0.12270706657810025,
"wilsonLowerBound": 0.11949360468928041
2026-09-13 16:14:45 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-13 18:48:42 +00:00
"modelCount": 28166,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 3301,
"successRate": 0.11719804019030036,
"wilsonLowerBound": 0.11349362085534118
2026-09-13 16:14:45 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-13 18:48:42 +00:00
"modelCount": 87776,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 20520,
"successRate": 0.2337768866204885,
"wilsonLowerBound": 0.2309886484229502
2026-09-13 16:14:45 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-13 18:48:42 +00:00
"modelCount": 5095,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 562,
2026-09-13 18:48:42 +00:00
"successRate": 0.11030421982335623,
"wilsonLowerBound": 0.10199402961245989
2026-09-13 16:14:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-13 18:48:42 +00:00
"modelCount": 112460,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16504,
2026-09-13 18:48:42 +00:00
"successRate": 0.14675440156500089,
"wilsonLowerBound": 0.1446982818789601
2026-09-13 16:14:45 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-13 18:48:42 +00:00
"modelCount": 15916,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 3259,
"successRate": 0.20476250314149283,
"wilsonLowerBound": 0.19856488923434334
2026-09-13 16:14:45 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-13 18:48:42 +00:00
"modelCount": 42648,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5546,
2026-09-13 18:48:42 +00:00
"successRate": 0.13004126805477395,
"wilsonLowerBound": 0.12688231137189596
2026-09-13 16:14:45 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-13 18:48:42 +00:00
"modelCount": 6241,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 487,
"successRate": 0.0780323666079154,
"wilsonLowerBound": 0.07163429608237157
2026-09-13 16:14:45 +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",
2026-09-13 18:48:42 +00:00
"modelCount": 30370,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 5268,
"successRate": 0.17346065195917024,
"wilsonLowerBound": 0.16924342983009943
2026-09-13 16:14:45 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-13 18:48:42 +00:00
"modelCount": 60770,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12379,
2026-09-13 18:48:42 +00:00
"successRate": 0.2037024847786737,
"wilsonLowerBound": 0.20051906912255485
2026-09-13 16:14:45 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-13 18:48:42 +00:00
"modelCount": 6566,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 1946,
"successRate": 0.29637526652452023,
"wilsonLowerBound": 0.2854511209301405
2026-09-13 16:14:45 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-13 18:48:42 +00:00
"modelCount": 12059,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 3154,
"successRate": 0.26154739198938554,
"wilsonLowerBound": 0.2537802241611028
2026-09-13 16:14:45 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-13 18:48:42 +00:00
"modelCount": 59241,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 16136,
"successRate": 0.2723789267568069,
"wilsonLowerBound": 0.2688088125738483
2026-09-13 16:14:45 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-13 18:48:42 +00:00
"modelCount": 46112,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 20061,
"successRate": 0.4350494448299792,
"wilsonLowerBound": 0.4305299881807292
2026-09-13 16:14:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-13 18:48:42 +00:00
"modelCount": 35791,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 3136,
"successRate": 0.08761979268531195,
"wilsonLowerBound": 0.08473461146994633
2026-09-13 16:14:45 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-13 18:48:42 +00:00
"modelCount": 298,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
2026-09-13 18:48:42 +00:00
"modelCount": 6276,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
2026-09-13 18:48:42 +00:00
"successRate": 0.030592734225621414,
"wilsonLowerBound": 0.026610861971840757
2026-09-13 16:14:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-13 18:48:42 +00:00
"modelCount": 10010,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 733,
2026-09-13 18:48:42 +00:00
"successRate": 0.07322677322677322,
"wilsonLowerBound": 0.06828543573281327
2026-09-13 16:14:45 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-13 18:48:42 +00:00
"modelCount": 5604,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 2354,
"successRate": 0.42005710206995006,
"wilsonLowerBound": 0.4071934614479042
2026-09-13 16:14:45 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-09-13 18:48:42 +00:00
"modelCount": 7368,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
2026-09-13 18:48:42 +00:00
"successRate": 0.03189467969598263,
"wilsonLowerBound": 0.028119876473318692
2026-09-13 16:14:45 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-13 18:48:42 +00:00
"modelCount": 10687,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 3647,
"successRate": 0.34125573126228126,
"wilsonLowerBound": 0.3323248935831914
2026-09-13 16:14:45 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-13 18:48:42 +00:00
"modelCount": 26017,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 13152,
"successRate": 0.5055156243994311,
"wilsonLowerBound": 0.49943991218364747
2026-09-13 16:14:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-13 18:48:42 +00:00
"modelCount": 60906,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 5965,
"successRate": 0.09793780579910025,
"wilsonLowerBound": 0.09560251821435935
2026-09-13 16:14:45 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-13 18:48:42 +00:00
"modelCount": 12235,
2026-09-13 16:14:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 18:48:42 +00:00
"successCount": 1727,
"successRate": 0.1411524315488353,
"wilsonLowerBound": 0.1350954187114707
2026-09-13 16:14:45 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-13 23:38:57 +00:00
"generatedAt": "2026-09-13T23:36:55.600572+00:00",
2026-09-13 16:14:45 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-13 23:38:57 +00:00
"backlogHours": 900.0,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-13 23:38:57 +00:00
"qualityFactor": 1.6128039408089774,
"queueFactor": 0.999169099034795,
"queueWeight": 0.999169099034795,
"recentSuccess": 51,
"recentSuccessRate": 0.3269230769230769,
2026-09-13 23:15:31 +00:00
"recentTerminal": 156,
2026-09-13 23:38:57 +00:00
"recentWilsonLowerBound": 0.2582418204721954,
"running": 9,
"selectionWeight": 1.6114638604578728,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 23:15:31 +00:00
"throughputPerHour": 26.0,
2026-09-13 23:38:57 +00:00
"waiting": 23400
2026-09-13 16:14:45 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-13 23:38:57 +00:00
"backlogHours": 1286.3255813953488,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-13 22:39:37 +00:00
"qualityFactor": 2.5,
2026-09-13 23:38:57 +00:00
"queueFactor": 0.9470496212303721,
"queueWeight": 0.9470496212303721,
"recentSuccess": 51,
"recentSuccessRate": 0.3953488372093023,
"recentTerminal": 129,
"recentWilsonLowerBound": 0.3151759967239364,
2026-09-13 23:27:13 +00:00
"running": 9,
2026-09-13 23:38:57 +00:00
"selectionWeight": 2.36762405307593,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 23:38:57 +00:00
"throughputPerHour": 21.5,
2026-09-13 23:15:31 +00:00
"waiting": 27656
2026-09-13 16:14:45 +00:00
},
"Biren_166m": {
"available": true,
2026-09-13 23:38:57 +00:00
"backlogHours": 131.11926605504587,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-13 23:38:57 +00:00
"qualityFactor": 0.48714959880338826,
2026-09-13 19:46:22 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-13 23:38:57 +00:00
"recentSuccess": 43,
"recentSuccessRate": 0.19724770642201836,
"recentTerminal": 218,
"recentWilsonLowerBound": 0.14986480514890274,
"running": 8,
"selectionWeight": 0.6332944784444048,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 23:38:57 +00:00
"throughputPerHour": 36.333333333333336,
2026-09-13 23:27:13 +00:00
"waiting": 4764
2026-09-13 16:14:45 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-13 23:38:57 +00:00
"backlogHours": 1214.1081081081081,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-13 23:38:57 +00:00
"qualityFactor": 0.5607574179035305,
"queueFactor": 0.9552933769547072,
"queueWeight": 0.9552933769547072,
2026-09-13 22:51:42 +00:00
"recentSuccess": 18,
2026-09-13 23:38:57 +00:00
"recentSuccessRate": 0.24324324324324326,
"recentTerminal": 74,
"recentWilsonLowerBound": 0.1597637123272753,
"running": 7,
"selectionWeight": 0.5356878474014656,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 23:38:57 +00:00
"throughputPerHour": 12.333333333333334,
"waiting": 14974
2026-09-13 16:14:45 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-13 23:38:57 +00:00
"backlogHours": 527.4230769230769,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-13 23:38:57 +00:00
"qualityFactor": 0.6300491991664805,
"queueFactor": 1.0825588169649358,
"queueWeight": 1.0825588169649358,
"recentSuccess": 25,
"recentSuccessRate": 0.2403846153846154,
"recentTerminal": 104,
"recentWilsonLowerBound": 0.16845266546271026,
"running": 7,
"selectionWeight": 0.6820653156793703,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 23:38:57 +00:00
"throughputPerHour": 17.333333333333332,
"waiting": 9142
2026-09-13 16:14:45 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-13 23:38:57 +00:00
"backlogHours": 42.983333333333334,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-13 22:51:42 +00:00
"recentSuccess": 16,
2026-09-13 23:38:57 +00:00
"recentSuccessRate": 0.044444444444444446,
"recentTerminal": 360,
"recentWilsonLowerBound": 0.027539347577120125,
"running": 25,
2026-09-13 16:14:45 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-13 23:38:57 +00:00
"throughputPerHour": 60.0,
"waiting": 2579
2026-09-13 16:14:45 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-13 23:38:57 +00:00
"backlogHours": 174.86896551724138,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-13 23:38:57 +00:00
"qualityFactor": 0.14178525964371,
"queueFactor": 1.2775222111921696,
"queueWeight": 1.2775222111921696,
2026-09-13 23:27:13 +00:00
"recentSuccess": 19,
2026-09-13 23:38:57 +00:00
"recentSuccessRate": 0.1310344827586207,
"recentTerminal": 145,
"recentWilsonLowerBound": 0.08551633457290872,
"running": 5,
"selectionWeight": 0.18113381841448828,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 23:38:57 +00:00
"throughputPerHour": 24.166666666666668,
2026-09-13 23:27:13 +00:00
"waiting": 4226
2026-09-13 16:14:45 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-13 23:38:57 +00:00
"backlogHours": 2074.9333333333334,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-13 23:38:57 +00:00
"qualityFactor": 1.782363683594306,
"queueFactor": 0.8815049361872037,
"queueWeight": 0.8815049361872037,
2026-09-13 23:27:13 +00:00
"recentSuccess": 18,
2026-09-13 23:38:57 +00:00
"recentSuccessRate": 0.4,
"recentTerminal": 45,
"recentWilsonLowerBound": 0.27024679447957545,
2026-09-13 19:56:01 +00:00
"running": 2,
2026-09-13 23:38:57 +00:00
"selectionWeight": 1.571162385169188,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 23:38:57 +00:00
"throughputPerHour": 7.5,
2026-09-13 23:27:13 +00:00
"waiting": 15562
2026-09-13 16:14:45 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-13 23:38:57 +00:00
"backlogHours": 890.0526315789474,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-13 23:38:57 +00:00
"qualityFactor": 0.7050871420180875,
"queueFactor": 1.0008362279502079,
"queueWeight": 1.0008362279502079,
2026-09-13 23:15:31 +00:00
"recentSuccess": 20,
2026-09-13 23:38:57 +00:00
"recentSuccessRate": 0.2631578947368421,
"recentTerminal": 76,
"recentWilsonLowerBound": 0.17729266370899457,
"running": 7,
"selectionWeight": 0.7056767555935752,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 23:38:57 +00:00
"throughputPerHour": 12.666666666666666,
"waiting": 11274
2026-09-13 16:14:45 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-13 23:38:57 +00:00
"backlogHours": 805.6046511627907,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-13 23:38:57 +00:00
"qualityFactor": 0.9738504024953104,
"queueFactor": 1.0159143057907554,
"queueWeight": 1.0159143057907554,
2026-09-13 23:15:31 +00:00
"recentSuccess": 25,
2026-09-13 23:38:57 +00:00
"recentSuccessRate": 0.29069767441860467,
"recentTerminal": 86,
"recentWilsonLowerBound": 0.20532437829302616,
2026-09-13 17:16:50 +00:00
"running": 4,
2026-09-13 23:38:57 +00:00
"selectionWeight": 0.989348555595071,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 23:38:57 +00:00
"throughputPerHour": 14.333333333333334,
"waiting": 11547
2026-09-13 16:14:45 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-13 23:38:57 +00:00
"backlogHours": 1797.76,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-13 23:38:57 +00:00
"qualityFactor": 1.9965197641971306,
"queueFactor": 0.9006698267536435,
"queueWeight": 0.9006698267536435,
"recentSuccess": 29,
"recentSuccessRate": 0.38666666666666666,
"recentTerminal": 75,
"recentWilsonLowerBound": 0.28455047772633973,
"running": 5,
"selectionWeight": 1.7982051101296548,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 23:38:57 +00:00
"throughputPerHour": 12.5,
"waiting": 22472
2026-09-13 16:14:45 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-13 23:38:57 +00:00
"backlogHours": 3022.344827586207,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-13 23:38:57 +00:00
"qualityFactor": 0.4667980528861465,
"queueFactor": 0.8331510937849936,
"queueWeight": 0.8331510937849936,
2026-09-13 22:39:37 +00:00
"recentSuccess": 8,
2026-09-13 23:03:28 +00:00
"recentSuccessRate": 0.27586206896551724,
"recentTerminal": 29,
"recentWilsonLowerBound": 0.1469858133850274,
2026-09-13 17:53:12 +00:00
"running": 2,
2026-09-13 23:38:57 +00:00
"selectionWeight": 0.3889133083387983,
2026-09-13 16:14:45 +00:00
"stale": false,
2026-09-13 21:05:47 +00:00
"submissionEligible": true,
2026-09-13 23:03:28 +00:00
"throughputPerHour": 4.833333333333333,
2026-09-13 23:38:57 +00:00
"waiting": 14608
2026-09-13 16:14:45 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-13 23:38:57 +00:00
"backlogHours": 1091.9117647058822,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-13 23:38:57 +00:00
"qualityFactor": 0.40948325363663873,
"queueFactor": 0.9706155369374578,
"queueWeight": 0.9706155369374578,
"recentSuccess": 15,
"recentSuccessRate": 0.22058823529411764,
"recentTerminal": 68,
"recentWilsonLowerBound": 0.1384889157967965,
"running": 17,
"selectionWeight": 0.3974508080954233,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 23:38:57 +00:00
"throughputPerHour": 11.333333333333334,
2026-09-13 23:15:31 +00:00
"waiting": 12375
2026-09-13 16:14:45 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-13 23:38:57 +00:00
"backlogHours": 671.4339622641509,
2026-09-13 16:14:45 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-13 23:38:57 +00:00
"qualityFactor": 0.9811591262057184,
"queueFactor": 1.044058599857275,
"queueWeight": 1.044058599857275,
"recentSuccess": 30,
"recentSuccessRate": 0.2830188679245283,
"recentTerminal": 106,
"recentWilsonLowerBound": 0.20602338401321438,
2026-09-13 21:05:47 +00:00
"running": 6,
2026-09-13 23:38:57 +00:00
"selectionWeight": 1.0243876235435296,
2026-09-13 16:14:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 23:38:57 +00:00
"throughputPerHour": 17.666666666666668,
"waiting": 11862
2026-09-13 16:14:45 +00:00
}
},
2026-09-13 23:38:57 +00:00
"queueAttemptedAt": "2026-09-13T23:36:55.600572+00:00",
2026-09-13 16:14:45 +00:00
"queueError": null,
2026-09-13 23:38:57 +00:00
"queueUpdatedAt": "2026-09-13T23:36:55.600572+00:00",
2026-09-13 16:14:45 +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
}