Files
submmit/.modelhub_state/market_intelligence.json

773 lines
24 KiB
JSON
Raw Normal View History

2026-10-05 17:18:29 +00:00
{
2026-10-05 23:30:51 +00:00
"communityAttemptedAt": "2026-10-05T23:30:41.804535+00:00",
2026-10-05 17:18:29 +00:00
"communityError": null,
"communitySample": {},
2026-10-05 23:30:51 +00:00
"communityUpdatedAt": "2026-10-05T23:30:41.804535+00:00",
2026-10-05 22:50:42 +00:00
"frameworkAttemptedAt": "2026-10-05T22:50:41.762580+00:00",
2026-10-05 17:18:29 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-10-05 22:50:42 +00:00
"modelCount": 41149,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 20225,
"successRate": 0.4915064764635836,
"wilsonLowerBound": 0.48667708729595527
2026-10-05 17:18:29 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-05 22:50:42 +00:00
"modelCount": 55104,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 15162,
"successRate": 0.27515243902439024,
"wilsonLowerBound": 0.2714393635736996
2026-10-05 17:18:29 +00:00
},
"vllm_0.23.0": {
"framework": "vllm_0.23.0",
"modelCount": 0,
"officialConfigError": "framework_mismatch",
"officialConfigValid": false,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-05 22:50:42 +00:00
"modelCount": 3811,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 1139,
"successRate": 0.2988716872212018,
"wilsonLowerBound": 0.28454638235606106
2026-10-05 17:18:29 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-10-05 22:50:42 +00:00
"modelCount": 35807,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 16609,
"successRate": 0.4638478509788589,
"wilsonLowerBound": 0.45868660545685636
2026-10-05 17:18:29 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-05 22:50:42 +00:00
"modelCount": 39239,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 10940,
"successRate": 0.2788042508728561,
"wilsonLowerBound": 0.27438923267711324
2026-10-05 17:18:29 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-05 22:50:42 +00:00
"modelCount": 11753,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 4927,
"successRate": 0.4192121160554752,
"wilsonLowerBound": 0.4103190586879144
2026-10-05 17:18:29 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-10-05 22:50:42 +00:00
"modelCount": 64191,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 12095,
"successRate": 0.1884220529357698,
"wilsonLowerBound": 0.1854155602991474
2026-10-05 17:18:29 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-05 22:50:42 +00:00
"modelCount": 26680,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 5739,
"successRate": 0.21510494752623688,
"wilsonLowerBound": 0.21021561118604548
2026-10-05 17:18:29 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-05 22:50:42 +00:00
"modelCount": 7409,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 98,
"successRate": 0.013227156161425294,
"wilsonLowerBound": 0.010866422268208064
2026-10-05 17:18:29 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-10-05 22:50:42 +00:00
"modelCount": 26537,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 3262,
"successRate": 0.12292271168557109,
"wilsonLowerBound": 0.11902658077635266
2026-10-05 17:18:29 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
2026-10-05 22:50:42 +00:00
"modelCount": 16499,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
2026-10-05 22:50:42 +00:00
"successRate": 0.1015819140553973,
"wilsonLowerBound": 0.09706454140970787
2026-10-05 17:18:29 +00:00
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-10-05 22:50:42 +00:00
"modelCount": 14371,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 5778,
"successRate": 0.40205970356968895,
"wilsonLowerBound": 0.39407036984660976
2026-10-05 17:18:29 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-10-05 22:50:42 +00:00
"modelCount": 24598,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3800,
2026-10-05 22:50:42 +00:00
"successRate": 0.15448410439873161,
"wilsonLowerBound": 0.150021515170266
2026-10-05 17:18:29 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8123,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.066970331158439,
"wilsonLowerBound": 0.061736366111672984
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-10-05 22:50:42 +00:00
"modelCount": 49410,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 12359,
"successRate": 0.2501315523173447,
"wilsonLowerBound": 0.24633229007999688
2026-10-05 17:18:29 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-10-05 22:50:42 +00:00
"modelCount": 23718,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3114,
2026-10-05 22:50:42 +00:00
"successRate": 0.13129268909688843,
"wilsonLowerBound": 0.12705425656385433
2026-10-05 17:18:29 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-05 22:50:42 +00:00
"modelCount": 86882,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9768,
2026-10-05 22:50:42 +00:00
"successRate": 0.11242835109689003,
"wilsonLowerBound": 0.11034492462478135
2026-10-05 17:18:29 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-05 22:50:42 +00:00
"modelCount": 44765,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 5433,
"successRate": 0.12136713950631073,
"wilsonLowerBound": 0.11837447598982775
2026-10-05 17:18:29 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-05 22:50:42 +00:00
"modelCount": 43314,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 3611,
"successRate": 0.08336796416862909,
"wilsonLowerBound": 0.08080137717435144
2026-10-05 17:18:29 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-10-05 22:50:42 +00:00
"modelCount": 91501,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 22602,
"successRate": 0.2470136938394116,
"wilsonLowerBound": 0.24422989776081205
2026-10-05 17:18:29 +00:00
},
"transformers": {
"framework": "transformers",
"modelCount": 5466,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 580,
"successRate": 0.10611050128064398,
"wilsonLowerBound": 0.09822058009522845
},
"vllm": {
"framework": "vllm",
2026-10-05 22:50:42 +00:00
"modelCount": 112796,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16529,
2026-10-05 22:50:42 +00:00
"successRate": 0.14653888435760135,
"wilsonLowerBound": 0.14448707498581614
2026-10-05 17:18:29 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-10-05 22:50:42 +00:00
"modelCount": 21904,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 3846,
"successRate": 0.17558436815193573,
"wilsonLowerBound": 0.1706027700700738
2026-10-05 17:18:29 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-05 22:50:42 +00:00
"modelCount": 43494,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 5659,
"successRate": 0.13010990021612176,
"wilsonLowerBound": 0.12698077967462934
2026-10-05 17:18:29 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-05 22:50:42 +00:00
"modelCount": 7726,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 711,
"successRate": 0.09202692208128398,
"wilsonLowerBound": 0.08578235268705893
2026-10-05 17:18:29 +00:00
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 205,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 37,
"successRate": 0.18048780487804877,
"wilsonLowerBound": 0.13387369642098657
},
"vllm": {
"framework": "vllm",
2026-10-05 22:50:42 +00:00
"modelCount": 33434,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 6469,
"successRate": 0.19348567326673446,
"wilsonLowerBound": 0.18928658024275244
2026-10-05 17:18:29 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-10-05 22:50:42 +00:00
"modelCount": 61425,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 12414,
"successRate": 0.2021001221001221,
"wilsonLowerBound": 0.19894308561990273
2026-10-05 17:18:29 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-05 22:50:42 +00:00
"modelCount": 13220,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 3833,
"successRate": 0.2899394856278366,
"wilsonLowerBound": 0.28226672364911526
2026-10-05 17:18:29 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-05 22:50:42 +00:00
"modelCount": 14885,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 3676,
"successRate": 0.24696002687269064,
"wilsonLowerBound": 0.2400979639737632
2026-10-05 17:18:29 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-10-05 22:50:42 +00:00
"modelCount": 66111,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 18196,
"successRate": 0.2752340760236572,
"wilsonLowerBound": 0.2718425856216586
2026-10-05 17:18:29 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-05 22:50:42 +00:00
"modelCount": 608,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 373,
"successRate": 0.6134868421052632,
"wilsonLowerBound": 0.5741824560950987
2026-10-05 17:18:29 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-10-05 22:50:42 +00:00
"modelCount": 47892,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 21333,
"successRate": 0.44543973941368076,
"wilsonLowerBound": 0.44099292456018396
2026-10-05 17:18:29 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-05 22:50:42 +00:00
"modelCount": 38830,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 4428,
"successRate": 0.11403553953129024,
"wilsonLowerBound": 0.11091209227370373
2026-10-05 17:18:29 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-05 22:50:42 +00:00
"modelCount": 945,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6285,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.03054892601431981,
"wilsonLowerBound": 0.026572683176579088
},
"vllm": {
"framework": "vllm",
"modelCount": 10065,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 754,
"successRate": 0.0749130650769995,
"wilsonLowerBound": 0.06993064194246942
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-05 22:50:42 +00:00
"modelCount": 6904,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 3009,
"successRate": 0.4358342989571263,
"wilsonLowerBound": 0.42417630974846243
2026-10-05 17:18:29 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7404,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 244,
"successRate": 0.032955159373311727,
"wilsonLowerBound": 0.029124828822416106
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-05 22:50:42 +00:00
"modelCount": 15768,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 4920,
"successRate": 0.3120243531202435,
"wilsonLowerBound": 0.3048390392271801
2026-10-05 17:18:29 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-10-05 22:50:42 +00:00
"modelCount": 27754,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 14131,
"successRate": 0.5091518339698782,
"wilsonLowerBound": 0.503269441473774
2026-10-05 17:18:29 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-05 22:50:42 +00:00
"modelCount": 66121,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 6925,
"successRate": 0.10473223332980446,
"wilsonLowerBound": 0.10242114004686016
2026-10-05 17:18:29 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-05 22:50:42 +00:00
"modelCount": 13318,
2026-10-05 17:18:29 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-05 22:50:42 +00:00
"successCount": 2087,
"successRate": 0.15670521099264154,
"wilsonLowerBound": 0.15063028349558744
2026-10-05 17:18:29 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-10-05 23:41:11 +00:00
"generatedAt": "2026-10-05T23:40:13.656006+00:00",
2026-10-05 17:18:29 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-10-05 23:35:17 +00:00
"backlogHours": 1144.8345323741007,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-05 23:35:17 +00:00
"qualityFactor": 1.570897943951291,
"queueFactor": 0.9870799331027268,
"queueWeight": 0.9870799331027268,
"recentSuccess": 48,
"recentSuccessRate": 0.34532374100719426,
"recentTerminal": 139,
"recentWilsonLowerBound": 0.2713977670056232,
2026-10-05 23:25:57 +00:00
"running": 8,
2026-10-05 23:35:17 +00:00
"selectionWeight": 1.5506018374266513,
2026-10-05 17:18:29 +00:00
"stale": false,
"submissionEligible": true,
2026-10-05 23:35:17 +00:00
"throughputPerHour": 23.166666666666668,
"waiting": 26522
2026-10-05 17:18:29 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-10-05 23:35:17 +00:00
"backlogHours": 1366.9606299212599,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-05 18:57:58 +00:00
"qualityFactor": 2.5,
2026-10-05 23:35:17 +00:00
"queueFactor": 0.9611702721470524,
"queueWeight": 0.9611702721470524,
"recentSuccess": 53,
"recentSuccessRate": 0.41732283464566927,
"recentTerminal": 127,
"recentWilsonLowerBound": 0.33522000130170465,
2026-10-05 22:48:22 +00:00
"running": 8,
2026-10-05 23:35:17 +00:00
"selectionWeight": 2.402925680367631,
2026-10-05 17:18:29 +00:00
"stale": false,
"submissionEligible": true,
2026-10-05 23:35:17 +00:00
"throughputPerHour": 21.166666666666668,
"waiting": 28934
2026-10-05 17:18:29 +00:00
},
"Biren_166m": {
"available": true,
2026-10-05 23:35:17 +00:00
"backlogHours": 115.24137931034483,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-05 23:35:17 +00:00
"qualityFactor": 0.4804343444674185,
2026-10-05 18:57:58 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-05 23:35:17 +00:00
"recentSuccess": 37,
"recentSuccessRate": 0.21264367816091953,
"recentTerminal": 174,
"recentWilsonLowerBound": 0.15839311652016175,
2026-10-05 22:48:22 +00:00
"running": 8,
2026-10-05 23:35:17 +00:00
"selectionWeight": 0.6245646478076441,
2026-10-05 17:18:29 +00:00
"stale": false,
"submissionEligible": true,
2026-10-05 23:35:17 +00:00
"throughputPerHour": 29.0,
"waiting": 3342
2026-10-05 17:18:29 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-10-05 23:35:17 +00:00
"backlogHours": 1086.3409090909092,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-05 23:35:17 +00:00
"qualityFactor": 0.19900026279298189,
"queueFactor": 0.9948756717618641,
"queueWeight": 0.9948756717618641,
"recentSuccess": 15,
"recentSuccessRate": 0.17045454545454544,
"recentTerminal": 88,
"recentWilsonLowerBound": 0.10610728809302103,
2026-10-05 20:41:58 +00:00
"running": 7,
2026-10-05 23:35:17 +00:00
"selectionWeight": 0.19798052012695533,
2026-10-05 17:18:29 +00:00
"stale": false,
2026-10-05 22:04:53 +00:00
"submissionEligible": false,
2026-10-05 23:35:17 +00:00
"throughputPerHour": 14.666666666666666,
"waiting": 15933
2026-10-05 17:18:29 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-10-05 23:35:17 +00:00
"backlogHours": 383.63358778625957,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-05 23:35:17 +00:00
"qualityFactor": 0.36157209352029496,
"queueFactor": 1.162990688616128,
"queueWeight": 1.162990688616128,
2026-10-05 23:25:57 +00:00
"recentSuccess": 26,
2026-10-05 23:35:17 +00:00
"recentSuccessRate": 0.1984732824427481,
"recentTerminal": 131,
"recentWilsonLowerBound": 0.13919627169084942,
2026-10-05 21:02:51 +00:00
"running": 7,
2026-10-05 23:35:17 +00:00
"selectionWeight": 0.4205049780275429,
2026-10-05 17:18:29 +00:00
"stale": false,
2026-10-05 23:15:29 +00:00
"submissionEligible": false,
2026-10-05 23:35:17 +00:00
"throughputPerHour": 21.833333333333332,
"waiting": 8376
2026-10-05 17:18:29 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-10-05 23:35:17 +00:00
"backlogHours": 46.158940397350996,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-05 23:35:17 +00:00
"recentSuccess": 15,
"recentSuccessRate": 0.033112582781456956,
"recentTerminal": 453,
"recentWilsonLowerBound": 0.02016740721362945,
2026-10-05 23:25:57 +00:00
"running": 24,
2026-10-05 17:18:29 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-10-05 23:35:17 +00:00
"throughputPerHour": 75.5,
"waiting": 3485
2026-10-05 17:18:29 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-10-05 23:35:17 +00:00
"backlogHours": 134.29166666666666,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-10-05 23:35:17 +00:00
"qualityFactor": 0.097928848858745,
2026-10-05 19:43:33 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-05 23:35:17 +00:00
"recentSuccess": 31,
"recentSuccessRate": 0.1076388888888889,
"recentTerminal": 288,
"recentWilsonLowerBound": 0.0768725209985227,
"running": 6,
"selectionWeight": 0.12730750351636852,
2026-10-05 17:18:29 +00:00
"stale": false,
2026-10-05 19:21:52 +00:00
"submissionEligible": false,
2026-10-05 23:35:17 +00:00
"throughputPerHour": 48.0,
"waiting": 6446
2026-10-05 17:18:29 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-10-05 23:35:17 +00:00
"backlogHours": 2078.5333333333333,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-05 23:35:17 +00:00
"qualityFactor": 1.1144624286366915,
"queueFactor": 0.9026100858583604,
"queueWeight": 0.9026100858583604,
2026-10-05 23:25:57 +00:00
"recentSuccess": 16,
"recentSuccessRate": 0.35555555555555557,
2026-10-05 23:15:29 +00:00
"recentTerminal": 45,
2026-10-05 23:25:57 +00:00
"recentWilsonLowerBound": 0.23218891356904045,
2026-10-05 21:51:46 +00:00
"running": 2,
2026-10-05 23:35:17 +00:00
"selectionWeight": 1.005925028397681,
2026-10-05 17:18:29 +00:00
"stale": false,
"submissionEligible": true,
2026-10-05 23:15:29 +00:00
"throughputPerHour": 7.5,
2026-10-05 23:35:17 +00:00
"waiting": 15589
2026-10-05 17:18:29 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-10-05 23:35:17 +00:00
"backlogHours": 421.4,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-05 23:35:17 +00:00
"qualityFactor": 0.18947966095099505,
"queueFactor": 1.1467257146625074,
"queueWeight": 1.1467257146625074,
"recentSuccess": 19,
"recentSuccessRate": 0.15833333333333333,
"recentTerminal": 120,
"recentWilsonLowerBound": 0.10376896007675634,
2026-10-05 23:25:57 +00:00
"running": 8,
2026-10-05 23:35:17 +00:00
"selectionWeight": 0.2172811996180394,
2026-10-05 17:18:29 +00:00
"stale": false,
"submissionEligible": false,
2026-10-05 23:35:17 +00:00
"throughputPerHour": 20.0,
2026-10-05 23:25:57 +00:00
"waiting": 8428
2026-10-05 17:18:29 +00:00
},
"MetaX_c-500": {
"available": true,
2026-10-05 23:35:17 +00:00
"backlogHours": 559.9811320754717,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-05 23:35:17 +00:00
"qualityFactor": 1.1932051474004544,
"queueFactor": 1.098848252814633,
"queueWeight": 1.098848252814633,
"recentSuccess": 34,
"recentSuccessRate": 0.32075471698113206,
"recentTerminal": 106,
"recentWilsonLowerBound": 0.23950721985046017,
2026-10-05 22:15:42 +00:00
"running": 4,
2026-10-05 23:35:17 +00:00
"selectionWeight": 1.311151391470416,
2026-10-05 17:18:29 +00:00
"stale": false,
2026-10-05 18:57:58 +00:00
"submissionEligible": true,
2026-10-05 23:35:17 +00:00
"throughputPerHour": 17.666666666666668,
"waiting": 9893
2026-10-05 17:18:29 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-10-05 23:35:17 +00:00
"backlogHours": 1622.0740740740741,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-05 23:35:17 +00:00
"qualityFactor": 2.230891883604159,
"queueFactor": 0.9368134744120282,
"queueWeight": 0.9368134744120282,
"recentSuccess": 34,
"recentSuccessRate": 0.41975308641975306,
"recentTerminal": 81,
"recentWilsonLowerBound": 0.3183079093457035,
2026-10-05 20:30:27 +00:00
"running": 4,
2026-10-05 23:35:17 +00:00
"selectionWeight": 2.089929576516806,
2026-10-05 17:18:29 +00:00
"stale": false,
"submissionEligible": true,
2026-10-05 23:35:17 +00:00
"throughputPerHour": 13.5,
2026-10-05 23:25:57 +00:00
"waiting": 21898
2026-10-05 17:18:29 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-10-05 23:35:17 +00:00
"backlogHours": 2225.2173913043475,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-05 23:35:17 +00:00
"qualityFactor": 0.14144933608052107,
"queueFactor": 0.8934245133905573,
"queueWeight": 0.8934245133905573,
"recentSuccess": 8,
"recentSuccessRate": 0.17391304347826086,
"recentTerminal": 46,
"recentWilsonLowerBound": 0.09085683568889252,
2026-10-05 18:22:35 +00:00
"running": 2,
2026-10-05 23:35:17 +00:00
"selectionWeight": 0.12637430425715693,
2026-10-05 17:18:29 +00:00
"stale": false,
2026-10-05 21:51:46 +00:00
"submissionEligible": false,
2026-10-05 23:35:17 +00:00
"throughputPerHour": 7.666666666666667,
"waiting": 17060
2026-10-05 17:18:29 +00:00
},
"Vastai_va16": {
"available": true,
2026-10-05 23:35:17 +00:00
"backlogHours": 1182.3,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
"qualityFactor": 0.05,
2026-10-05 23:35:17 +00:00
"queueFactor": 0.9823235993661712,
"queueWeight": 0.9823235993661712,
2026-10-05 22:37:47 +00:00
"recentSuccess": 6,
2026-10-05 23:25:57 +00:00
"recentSuccessRate": 0.075,
"recentTerminal": 80,
"recentWilsonLowerBound": 0.03482477485108787,
2026-10-05 21:51:46 +00:00
"running": 16,
2026-10-05 23:35:17 +00:00
"selectionWeight": 0.04911617996830856,
2026-10-05 17:18:29 +00:00
"stale": false,
"submissionEligible": false,
2026-10-05 23:25:57 +00:00
"throughputPerHour": 13.333333333333334,
2026-10-05 23:35:17 +00:00
"waiting": 15764
2026-10-05 17:18:29 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-10-05 23:35:17 +00:00
"backlogHours": 1013.1864406779661,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-10-05 23:35:17 +00:00
"qualityFactor": 0.16979320187081814,
"queueFactor": 1.00533389648041,
"queueWeight": 1.00533389648041,
"recentSuccess": 18,
"recentSuccessRate": 0.15254237288135594,
"recentTerminal": 118,
"recentWilsonLowerBound": 0.09872152901674448,
2026-10-05 22:48:22 +00:00
"running": 6,
2026-10-05 23:35:17 +00:00
"selectionWeight": 0.17069886123267444,
2026-10-05 17:18:29 +00:00
"stale": false,
"submissionEligible": false,
2026-10-05 23:35:17 +00:00
"throughputPerHour": 19.666666666666668,
"waiting": 19926
2026-10-05 17:18:29 +00:00
}
},
2026-10-05 23:35:17 +00:00
"queueAttemptedAt": "2026-10-05T23:35:10.868786+00:00",
2026-10-05 17:18:29 +00:00
"queueError": null,
2026-10-05 23:35:17 +00:00
"queueUpdatedAt": "2026-10-05T23:35:10.868786+00:00",
2026-10-05 17:18:29 +00:00
"supportedGpus": [
"Vastai_va16",
"Cambricon_mlu-370-x4",
"Kunlunxin_p-800",
"Iluvatar_mrv-100",
"Iluvatar_bi-150",
"Ascend_910-b4",
"Ascend_910-b3",
"hygon_k100-ai",
"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
}