782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-09T19:44:50.763096+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-09T19:44:50.763096+00:00",
|
|
"frameworkAttemptedAt": "2026-10-09T17:49:54.159190+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 41804,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20684,
|
|
"successRate": 0.49478518802028515,
|
|
"wilsonLowerBound": 0.4899930407195892
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 55972,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15283,
|
|
"successRate": 0.2730472379046666,
|
|
"wilsonLowerBound": 0.26937191925102744
|
|
},
|
|
"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",
|
|
"modelCount": 4182,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1256,
|
|
"successRate": 0.3003347680535629,
|
|
"wilsonLowerBound": 0.28662966990223104
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 36586,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17114,
|
|
"successRate": 0.46777455857431804,
|
|
"wilsonLowerBound": 0.46266533959417655
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39578,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 10983,
|
|
"successRate": 0.2775026529890343,
|
|
"wilsonLowerBound": 0.27311296382637723
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12416,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5216,
|
|
"successRate": 0.42010309278350516,
|
|
"wilsonLowerBound": 0.4114471379779975
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64209,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12096,
|
|
"successRate": 0.18838480586833622,
|
|
"wilsonLowerBound": 0.18537896383119834
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 28705,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6234,
|
|
"successRate": 0.21717470823898274,
|
|
"wilsonLowerBound": 0.2124427671112244
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7589,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 103,
|
|
"successRate": 0.013572275662142575,
|
|
"wilsonLowerBound": 0.01120414098686364
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26602,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3268,
|
|
"successRate": 0.12284790617246824,
|
|
"wilsonLowerBound": 0.11895751479780878
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16504,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10155113911778962,
|
|
"wilsonLowerBound": 0.09703506300045812
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 15193,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6022,
|
|
"successRate": 0.396366747844402,
|
|
"wilsonLowerBound": 0.38861585654311
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24691,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3806,
|
|
"successRate": 0.15414523510590902,
|
|
"wilsonLowerBound": 0.14969505274102718
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 8123,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 544,
|
|
"successRate": 0.066970331158439,
|
|
"wilsonLowerBound": 0.061736366111672984
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 50883,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12783,
|
|
"successRate": 0.25122339484700196,
|
|
"wilsonLowerBound": 0.24747370723241058
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 23827,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3125,
|
|
"successRate": 0.13115373315986067,
|
|
"wilsonLowerBound": 0.1269268191670357
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 86966,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9771,
|
|
"successRate": 0.11235425338638089,
|
|
"wilsonLowerBound": 0.1102724326744815
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 45785,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5515,
|
|
"successRate": 0.12045429725892759,
|
|
"wilsonLowerBound": 0.11750459545231393
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 45597,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3647,
|
|
"successRate": 0.07998333223676997,
|
|
"wilsonLowerBound": 0.07752864882514328
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 92353,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23043,
|
|
"successRate": 0.2495100321592152,
|
|
"wilsonLowerBound": 0.24672957230114304
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5514,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 582,
|
|
"successRate": 0.10554951033732318,
|
|
"wilsonLowerBound": 0.09771215496446023
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112844,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16530,
|
|
"successRate": 0.14648541349119137,
|
|
"wilsonLowerBound": 0.1444343516596461
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 50,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.02,
|
|
"wilsonLowerBound": 0.0035391680889764613
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 22752,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3939,
|
|
"successRate": 0.17312763713080168,
|
|
"wilsonLowerBound": 0.1682665073364507
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43593,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5671,
|
|
"successRate": 0.13008969329938294,
|
|
"wilsonLowerBound": 0.12696430121950505
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7895,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 739,
|
|
"successRate": 0.09360354654844838,
|
|
"wilsonLowerBound": 0.08737454058239826
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 33996,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6666,
|
|
"successRate": 0.19608189198729262,
|
|
"wilsonLowerBound": 0.19189580181359642
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61467,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12419,
|
|
"successRate": 0.2020433728667415,
|
|
"wilsonLowerBound": 0.1988877451461734
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 14677,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4186,
|
|
"successRate": 0.28520814880425155,
|
|
"wilsonLowerBound": 0.27796029629785146
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15181,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3716,
|
|
"successRate": 0.24477965878400632,
|
|
"wilsonLowerBound": 0.23800519222902106
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67085,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18493,
|
|
"successRate": 0.2756652008645748,
|
|
"wilsonLowerBound": 0.272296660924681
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 802,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 486,
|
|
"successRate": 0.6059850374064838,
|
|
"wilsonLowerBound": 0.5717380654319697
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48204,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21580,
|
|
"successRate": 0.447680690399137,
|
|
"wilsonLowerBound": 0.443245945809608
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 39402,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4657,
|
|
"successRate": 0.11819196995076392,
|
|
"wilsonLowerBound": 0.1150414260403201
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1032,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6286,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030544066178810055,
|
|
"wilsonLowerBound": 0.02656844784963345
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10078,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 759,
|
|
"successRate": 0.07531256201627307,
|
|
"wilsonLowerBound": 0.07032053867780093
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7130,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3119,
|
|
"successRate": 0.43744740532959325,
|
|
"wilsonLowerBound": 0.425969357662653
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7415,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 244,
|
|
"successRate": 0.03290627107215104,
|
|
"wilsonLowerBound": 0.02908154273919306
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17335,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5153,
|
|
"successRate": 0.29725987885780214,
|
|
"wilsonLowerBound": 0.2905014761181481
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28074,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14335,
|
|
"successRate": 0.5106148037329914,
|
|
"wilsonLowerBound": 0.5047661730840379
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 66851,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7093,
|
|
"successRate": 0.10610162899582654,
|
|
"wilsonLowerBound": 0.10378964876463266
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13507,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2187,
|
|
"successRate": 0.1619160435329829,
|
|
"wilsonLowerBound": 0.15579982737423922
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-09T19:55:24.471786+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 444.3368983957219,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.24500916702740846,
|
|
"queueFactor": 0.9200455523307157,
|
|
"queueWeight": 0.9200455523307157,
|
|
"recentSuccess": 39,
|
|
"recentSuccessRate": 0.10427807486631016,
|
|
"recentTerminal": 374,
|
|
"recentWilsonLowerBound": 0.07722336257931522,
|
|
"running": 8,
|
|
"selectionWeight": 0.22541959440382062,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 62.333333333333336,
|
|
"waiting": 27697
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 467.2153846153846,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.6911668853432561,
|
|
"queueFactor": 0.9131426270354557,
|
|
"queueWeight": 0.9131426270354557,
|
|
"recentSuccess": 61,
|
|
"recentSuccessRate": 0.1564102564102564,
|
|
"recentTerminal": 390,
|
|
"recentWilsonLowerBound": 0.12373035206633884,
|
|
"running": 8,
|
|
"selectionWeight": 0.6311339454022544,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 65.0,
|
|
"waiting": 30369
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 175.48,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.4756256020273395,
|
|
"queueFactor": 1.0576258162352252,
|
|
"queueWeight": 1.0576258162352252,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.15333333333333332,
|
|
"recentTerminal": 150,
|
|
"recentWilsonLowerBound": 0.10439879275574346,
|
|
"running": 8,
|
|
"selectionWeight": 0.5030339155665353,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 25.0,
|
|
"waiting": 4387
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 136.11263736263737,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.0987058065527846,
|
|
"queueWeight": 1.0987058065527846,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.013736263736263736,
|
|
"recentTerminal": 728,
|
|
"recentWilsonLowerBound": 0.0074780069048374885,
|
|
"running": 7,
|
|
"selectionWeight": 0.05493529032763923,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 121.33333333333333,
|
|
"waiting": 16515
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 139.34883720930233,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.0948400724490703,
|
|
"queueWeight": 1.0948400724490703,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.05167958656330749,
|
|
"recentTerminal": 387,
|
|
"recentWilsonLowerBound": 0.03370026904576032,
|
|
"running": 7,
|
|
"selectionWeight": 0.05474200362245352,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 64.5,
|
|
"waiting": 8988
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 93.23502304147466,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.1628650680914239,
|
|
"queueWeight": 1.1628650680914239,
|
|
"recentSuccess": 4,
|
|
"recentSuccessRate": 0.018433179723502304,
|
|
"recentTerminal": 217,
|
|
"recentWilsonLowerBound": 0.007190953684525959,
|
|
"running": 24,
|
|
"selectionWeight": 0.058143253404571195,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 36.166666666666664,
|
|
"waiting": 3372
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 151.23529411764704,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.567184271324902,
|
|
"queueFactor": 1.081479306319421,
|
|
"queueWeight": 1.081479306319421,
|
|
"recentSuccess": 41,
|
|
"recentSuccessRate": 0.15073529411764705,
|
|
"recentTerminal": 272,
|
|
"recentWilsonLowerBound": 0.11309659949550423,
|
|
"running": 2,
|
|
"selectionWeight": 0.6133980523077414,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 45.333333333333336,
|
|
"waiting": 6856
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 919.5445544554456,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05981149705809964,
|
|
"queueFactor": 0.8249550217498614,
|
|
"queueWeight": 0.8249550217498614,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.07920792079207921,
|
|
"recentTerminal": 101,
|
|
"recentWilsonLowerBound": 0.04068048623667316,
|
|
"running": 2,
|
|
"selectionWeight": 0.04934179485645636,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 16.833333333333332,
|
|
"waiting": 15479
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 176.06,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.06954820010825587,
|
|
"queueFactor": 1.0571024575192889,
|
|
"queueWeight": 1.0571024575192889,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.06666666666666667,
|
|
"recentTerminal": 300,
|
|
"recentWilsonLowerBound": 0.04356717679698386,
|
|
"running": 8,
|
|
"selectionWeight": 0.07351957325048054,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 50.0,
|
|
"waiting": 8803
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 333.8238341968912,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.3742173146455188,
|
|
"queueFactor": 0.9603700018064645,
|
|
"queueWeight": 0.9603700018064645,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.13471502590673576,
|
|
"recentTerminal": 193,
|
|
"recentWilsonLowerBound": 0.0936178151220198,
|
|
"running": 4,
|
|
"selectionWeight": 0.35938708314212714,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 32.166666666666664,
|
|
"waiting": 10738
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1049.1627906976744,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.9273606639117691,
|
|
"queueFactor": 0.8087974161375172,
|
|
"queueWeight": 0.8087974161375172,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.20155038759689922,
|
|
"recentTerminal": 129,
|
|
"recentWilsonLowerBound": 0.1414184699384659,
|
|
"running": 4,
|
|
"selectionWeight": 0.7500469087994114,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 21.5,
|
|
"waiting": 22557
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1256.0240963855422,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.7872569283742278,
|
|
"queueWeight": 0.7872569283742278,
|
|
"recentSuccess": 4,
|
|
"recentSuccessRate": 0.04819277108433735,
|
|
"recentTerminal": 83,
|
|
"recentWilsonLowerBound": 0.018898309674071523,
|
|
"running": 2,
|
|
"selectionWeight": 0.03936284641871139,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 13.833333333333334,
|
|
"waiting": 17375
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 81.99301310043668,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.1854948185639702,
|
|
"queueWeight": 1.1854948185639702,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.029694323144104803,
|
|
"recentTerminal": 1145,
|
|
"recentWilsonLowerBound": 0.021326184071506032,
|
|
"running": 16,
|
|
"selectionWeight": 0.05927474092819851,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 190.83333333333334,
|
|
"waiting": 15647
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1030.2631578947369,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.8110058027924139,
|
|
"queueWeight": 0.8110058027924139,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.2982456140350877,
|
|
"recentTerminal": 114,
|
|
"recentWilsonLowerBound": 0.22196010636934352,
|
|
"running": 6,
|
|
"selectionWeight": 2.0275145069810345,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.0,
|
|
"waiting": 19575
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-09T19:50:22.727477+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-09T19:50:22.727477+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Kunlunxin_p-800",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b4",
|
|
"Ascend_910-b3",
|
|
"hygon_k100-ai",
|
|
"MetaX_c-500",
|
|
"Biren_166m",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|