Files
submmit/.modelhub_state/market_intelligence.json

773 lines
24 KiB
JSON
Raw Normal View History

2026-10-05 17:18:29 +00:00
{
2026-10-06 01:27:21 +00:00
"communityAttemptedAt": "2026-10-06T01:25:35.489659+00:00",
2026-10-05 17:18:29 +00:00
"communityError": null,
"communitySample": {},
2026-10-06 01:27:21 +00:00
"communityUpdatedAt": "2026-10-06T01:25:35.489659+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,
2026-10-06 01:35:47 +00:00
"generatedAt": "2026-10-06T01:35:44.370278+00:00",
2026-10-05 17:18:29 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-10-06 01:35:47 +00:00
"backlogHours": 1073.5945945945946,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-06 01:35:47 +00:00
"qualityFactor": 1.2909554245340438,
"queueFactor": 0.9732305880795398,
"queueWeight": 0.9732305880795398,
2026-10-06 01:27:21 +00:00
"recentSuccess": 48,
2026-10-06 01:35:47 +00:00
"recentSuccessRate": 0.32432432432432434,
"recentTerminal": 148,
"recentWilsonLowerBound": 0.2541769830621596,
2026-10-06 00:06:28 +00:00
"running": 8,
2026-10-06 01:35:47 +00:00
"selectionWeight": 1.2563973070037393,
2026-10-05 17:18:29 +00:00
"stale": false,
"submissionEligible": true,
2026-10-06 01:35:47 +00:00
"throughputPerHour": 24.666666666666668,
"waiting": 26482
2026-10-05 17:18:29 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-10-06 01:35:47 +00:00
"backlogHours": 1314.0,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-06 01:03:08 +00:00
"qualityFactor": 2.5,
2026-10-06 01:35:47 +00:00
"queueFactor": 0.9441749908958164,
"queueWeight": 0.9441749908958164,
"recentSuccess": 56,
"recentSuccessRate": 0.42424242424242425,
"recentTerminal": 132,
"recentWilsonLowerBound": 0.3432446996414888,
"running": 8,
"selectionWeight": 2.360437477239541,
2026-10-05 17:18:29 +00:00
"stale": false,
"submissionEligible": true,
2026-10-06 01:35:47 +00:00
"throughputPerHour": 22.0,
"waiting": 28908
2026-10-05 17:18:29 +00:00
},
"Biren_166m": {
"available": true,
2026-10-06 01:35:47 +00:00
"backlogHours": 77.55642023346303,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-06 01:35:47 +00:00
"qualityFactor": 0.1896140359276,
2026-10-05 18:57:58 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-06 01:35:47 +00:00
"recentSuccess": 37,
"recentSuccessRate": 0.14396887159533073,
"recentTerminal": 257,
"recentWilsonLowerBound": 0.10628728843339728,
2026-10-05 22:48:22 +00:00
"running": 8,
2026-10-06 01:35:47 +00:00
"selectionWeight": 0.24649824670588003,
2026-10-05 17:18:29 +00:00
"stale": false,
2026-10-06 01:14:10 +00:00
"submissionEligible": false,
2026-10-06 01:35:47 +00:00
"throughputPerHour": 42.833333333333336,
2026-10-06 01:27:21 +00:00
"waiting": 3322
2026-10-05 17:18:29 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-10-06 01:35:47 +00:00
"backlogHours": 919.5576923076924,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-06 01:35:47 +00:00
"qualityFactor": 0.15496561336530273,
"queueFactor": 0.9961046105617807,
"queueWeight": 0.9961046105617807,
"recentSuccess": 16,
"recentSuccessRate": 0.15384615384615385,
"recentTerminal": 104,
"recentWilsonLowerBound": 0.09697218287895282,
2026-10-06 01:27:21 +00:00
"running": 7,
2026-10-06 01:35:47 +00:00
"selectionWeight": 0.15436196195171237,
2026-10-05 17:18:29 +00:00
"stale": false,
2026-10-05 22:04:53 +00:00
"submissionEligible": false,
2026-10-06 01:35:47 +00:00
"throughputPerHour": 17.333333333333332,
"waiting": 15939
2026-10-05 17:18:29 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-10-06 01:35:47 +00:00
"backlogHours": 351.4825174825175,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-06 01:35:47 +00:00
"qualityFactor": 0.44813371735727847,
"queueFactor": 1.1506844342836717,
"queueWeight": 1.1506844342836717,
2026-10-06 01:03:08 +00:00
"recentSuccess": 31,
2026-10-06 01:35:47 +00:00
"recentSuccessRate": 0.21678321678321677,
"recentTerminal": 143,
"recentWilsonLowerBound": 0.15713427867091181,
2026-10-06 00:06:28 +00:00
"running": 7,
2026-10-06 01:35:47 +00:00
"selectionWeight": 0.5156604930406988,
2026-10-05 17:18:29 +00:00
"stale": false,
2026-10-06 00:29:31 +00:00
"submissionEligible": true,
2026-10-06 01:35:47 +00:00
"throughputPerHour": 23.833333333333332,
"waiting": 8377
2026-10-05 17:18:29 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-10-06 01:35:47 +00:00
"backlogHours": 50.54237288135594,
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,
2026-10-06 00:29:31 +00:00
"recentSuccess": 13,
2026-10-06 01:27:21 +00:00
"recentSuccessRate": 0.031476997578692496,
"recentTerminal": 413,
"recentWilsonLowerBound": 0.018485816099348257,
2026-10-06 01:35:47 +00:00
"running": 26,
2026-10-05 17:18:29 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-10-06 01:27:21 +00:00
"throughputPerHour": 68.83333333333333,
2026-10-06 01:35:47 +00:00
"waiting": 3479
2026-10-05 17:18:29 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-10-06 01:35:47 +00:00
"backlogHours": 156.09716599190284,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-10-06 01:35:47 +00:00
"qualityFactor": 0.16655658154041048,
"queueFactor": 1.2996683554270403,
"queueWeight": 1.2996683554270403,
"recentSuccess": 34,
"recentSuccessRate": 0.13765182186234817,
"recentTerminal": 247,
"recentWilsonLowerBound": 0.10020432605216233,
"running": 8,
"selectionWeight": 0.21646831841617503,
2026-10-05 17:18:29 +00:00
"stale": false,
2026-10-05 19:21:52 +00:00
"submissionEligible": false,
2026-10-06 01:35:47 +00:00
"throughputPerHour": 41.166666666666664,
"waiting": 6426
2026-10-05 17:18:29 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-10-06 01:27:21 +00:00
"backlogHours": 1948.625,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-06 01:35:47 +00:00
"qualityFactor": 0.6222148466477225,
"queueFactor": 0.8899847336169762,
"queueWeight": 0.8899847336169762,
"recentSuccess": 14,
"recentSuccessRate": 0.2916666666666667,
2026-10-06 01:27:21 +00:00
"recentTerminal": 48,
2026-10-06 01:35:47 +00:00
"recentWilsonLowerBound": 0.18241416061863375,
2026-10-05 21:51:46 +00:00
"running": 2,
2026-10-06 01:35:47 +00:00
"selectionWeight": 0.553761714546301,
2026-10-05 17:18:29 +00:00
"stale": false,
"submissionEligible": true,
2026-10-06 01:27:21 +00:00
"throughputPerHour": 8.0,
2026-10-06 01:14:10 +00:00
"waiting": 15589
2026-10-05 17:18:29 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-10-06 01:35:47 +00:00
"backlogHours": 338.17449664429535,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-06 01:35:47 +00:00
"qualityFactor": 0.12704709784319881,
"queueFactor": 1.1573658661337194,
"queueWeight": 1.1573658661337194,
2026-10-06 01:27:21 +00:00
"recentSuccess": 20,
2026-10-06 01:35:47 +00:00
"recentSuccessRate": 0.1342281879194631,
"recentTerminal": 149,
"recentWilsonLowerBound": 0.0885999071925608,
"running": 9,
"selectionWeight": 0.1470399744350692,
2026-10-05 17:18:29 +00:00
"stale": false,
"submissionEligible": false,
2026-10-06 01:35:47 +00:00
"throughputPerHour": 24.833333333333332,
"waiting": 8398
2026-10-05 17:18:29 +00:00
},
"MetaX_c-500": {
"available": true,
2026-10-06 01:35:47 +00:00
"backlogHours": 569.8846153846155,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-06 01:35:47 +00:00
"qualityFactor": 1.1835693595056502,
"queueFactor": 1.0702217124157491,
"queueWeight": 1.0702217124157491,
"recentSuccess": 34,
"recentSuccessRate": 0.3269230769230769,
"recentTerminal": 104,
"recentWilsonLowerBound": 0.24433849092767745,
2026-10-06 01:27:21 +00:00
"running": 4,
2026-10-06 01:35:47 +00:00
"selectionWeight": 1.2666816266929484,
2026-10-05 17:18:29 +00:00
"stale": false,
2026-10-05 18:57:58 +00:00
"submissionEligible": true,
2026-10-06 01:35:47 +00:00
"throughputPerHour": 17.333333333333332,
"waiting": 9878
2026-10-05 17:18:29 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-10-06 01:35:47 +00:00
"backlogHours": 1750.88,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-06 01:35:47 +00:00
"qualityFactor": 2.3436126224248692,
"queueFactor": 0.9043849784751397,
"queueWeight": 0.9043849784751397,
"recentSuccess": 33,
"recentSuccessRate": 0.44,
"recentTerminal": 75,
"recentWilsonLowerBound": 0.3333127597678485,
2026-10-06 00:06:28 +00:00
"running": 4,
2026-10-06 01:35:47 +00:00
"selectionWeight": 2.119528051085781,
2026-10-05 17:18:29 +00:00
"stale": false,
"submissionEligible": true,
2026-10-06 01:35:47 +00:00
"throughputPerHour": 12.5,
2026-10-06 01:27:21 +00:00
"waiting": 21886
2026-10-05 17:18:29 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-10-06 01:35:47 +00:00
"backlogHours": 1624.3809523809523,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-06 01:35:47 +00:00
"qualityFactor": 0.16724707617602763,
"queueFactor": 0.9146156204407937,
"queueWeight": 0.9146156204407937,
2026-10-06 01:27:21 +00:00
"recentSuccess": 11,
2026-10-06 01:35:47 +00:00
"recentSuccessRate": 0.1746031746031746,
"recentTerminal": 63,
"recentWilsonLowerBound": 0.10039293923176863,
2026-10-06 01:27:21 +00:00
"running": 2,
2026-10-06 01:35:47 +00:00
"selectionWeight": 0.1529667883436462,
2026-10-05 17:18:29 +00:00
"stale": false,
2026-10-05 21:51:46 +00:00
"submissionEligible": false,
2026-10-06 01:35:47 +00:00
"throughputPerHour": 10.5,
"waiting": 17056
2026-10-05 17:18:29 +00:00
},
"Vastai_va16": {
"available": true,
2026-10-06 01:35:47 +00:00
"backlogHours": 1112.4705882352941,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
"qualityFactor": 0.05,
2026-10-06 01:35:47 +00:00
"queueFactor": 0.9680516217532831,
"queueWeight": 0.9680516217532831,
2026-10-06 01:27:21 +00:00
"recentSuccess": 7,
2026-10-06 01:35:47 +00:00
"recentSuccessRate": 0.08235294117647059,
"recentTerminal": 85,
"recentWilsonLowerBound": 0.04046320889853024,
2026-10-06 01:14:10 +00:00
"running": 17,
2026-10-06 01:35:47 +00:00
"selectionWeight": 0.048402581087664154,
2026-10-05 17:18:29 +00:00
"stale": false,
"submissionEligible": false,
2026-10-06 01:35:47 +00:00
"throughputPerHour": 14.166666666666666,
"waiting": 15760
2026-10-05 17:18:29 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-10-06 01:35:47 +00:00
"backlogHours": 872.3211678832117,
2026-10-05 17:18:29 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-10-06 01:35:47 +00:00
"qualityFactor": 0.2505537353836672,
"queueFactor": 1.0040153112163848,
"queueWeight": 1.0040153112163848,
2026-10-06 01:27:21 +00:00
"recentSuccess": 24,
2026-10-06 01:35:47 +00:00
"recentSuccessRate": 0.17518248175182483,
"recentTerminal": 137,
"recentWilsonLowerBound": 0.12064106032377601,
2026-10-06 01:27:21 +00:00
"running": 6,
2026-10-06 01:35:47 +00:00
"selectionWeight": 0.2515597866076604,
2026-10-05 17:18:29 +00:00
"stale": false,
"submissionEligible": false,
2026-10-06 01:35:47 +00:00
"throughputPerHour": 22.833333333333332,
"waiting": 19918
2026-10-05 17:18:29 +00:00
}
},
2026-10-06 01:35:47 +00:00
"queueAttemptedAt": "2026-10-06T01:35:44.370278+00:00",
2026-10-05 17:18:29 +00:00
"queueError": null,
2026-10-06 01:35:47 +00:00
"queueUpdatedAt": "2026-10-06T01:35:44.370278+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
}