782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-09T21:20:40.278806+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-09T21:20:40.278806+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": "2026-10-09T21:31:49.660774+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 982.5798816568047,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.8451901974216186,
|
|
"queueFactor": 0.9725009641310235,
|
|
"queueWeight": 0.9725009641310235,
|
|
"recentSuccess": 44,
|
|
"recentSuccessRate": 0.2603550295857988,
|
|
"recentTerminal": 169,
|
|
"recentWilsonLowerBound": 0.20004252878636855,
|
|
"running": 8,
|
|
"selectionWeight": 0.8219482818666142,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.166666666666668,
|
|
"waiting": 27676
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1300.8,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.8068753067627517,
|
|
"queueFactor": 0.9324244251387505,
|
|
"queueWeight": 0.9324244251387505,
|
|
"recentSuccess": 50,
|
|
"recentSuccessRate": 0.35714285714285715,
|
|
"recentTerminal": 140,
|
|
"recentWilsonLowerBound": 0.28255981374420847,
|
|
"running": 8,
|
|
"selectionWeight": 1.684774669205662,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.333333333333332,
|
|
"waiting": 30352
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 146.01117318435755,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.20805950895036715,
|
|
"queueFactor": 1.2944560425262461,
|
|
"queueWeight": 1.2944560425262461,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.15083798882681565,
|
|
"recentTerminal": 179,
|
|
"recentWilsonLowerBound": 0.10578159636160239,
|
|
"running": 8,
|
|
"selectionWeight": 0.2693238885658463,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 29.833333333333332,
|
|
"waiting": 4356
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1208.4146341463415,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9427853476769905,
|
|
"queueWeight": 0.9427853476769905,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.0975609756097561,
|
|
"recentTerminal": 82,
|
|
"recentWilsonLowerBound": 0.050268087093785004,
|
|
"running": 7,
|
|
"selectionWeight": 0.04713926738384953,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 13.666666666666666,
|
|
"waiting": 16515
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 401.4626865671642,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.17881399379412635,
|
|
"queueFactor": 1.1122398283423014,
|
|
"queueWeight": 1.1122398283423014,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.14925373134328357,
|
|
"recentTerminal": 134,
|
|
"recentWilsonLowerBound": 0.09874323684475009,
|
|
"running": 7,
|
|
"selectionWeight": 0.19888404576278043,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 22.333333333333332,
|
|
"waiting": 8966
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 76.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.03745318352059925,
|
|
"recentTerminal": 267,
|
|
"recentWilsonLowerBound": 0.02046863366833677,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 44.5,
|
|
"waiting": 3382
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 136.13245033112582,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.22836861712445478,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 44,
|
|
"recentSuccessRate": 0.1456953642384106,
|
|
"recentTerminal": 302,
|
|
"recentWilsonLowerBound": 0.110356002142395,
|
|
"running": 5,
|
|
"selectionWeight": 0.2968792022617912,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 50.333333333333336,
|
|
"waiting": 6852
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2442.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.44675210181268654,
|
|
"queueFactor": 0.8483662281876322,
|
|
"queueWeight": 0.8483662281876322,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.2631578947368421,
|
|
"recentTerminal": 38,
|
|
"recentWilsonLowerBound": 0.14971462389701298,
|
|
"running": 2,
|
|
"selectionWeight": 0.3790093955497259,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 6.333333333333333,
|
|
"waiting": 15466
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 446.6949152542373,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.27182297541374306,
|
|
"queueFactor": 1.0945700719738074,
|
|
"queueWeight": 1.0945700719738074,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.17796610169491525,
|
|
"recentTerminal": 118,
|
|
"recentWilsonLowerBound": 0.119448913662713,
|
|
"running": 8,
|
|
"selectionWeight": 0.2975292937627552,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 19.666666666666668,
|
|
"waiting": 8785
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 649.2121212121212,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.5806598223254876,
|
|
"queueFactor": 1.0348734085667128,
|
|
"queueWeight": 1.0348734085667128,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.24242424242424243,
|
|
"recentTerminal": 99,
|
|
"recentWilsonLowerBound": 0.16866173936129494,
|
|
"running": 4,
|
|
"selectionWeight": 0.6009094095477192,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.5,
|
|
"waiting": 10712
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2333.2758620689656,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.8541817877438853,
|
|
"queueWeight": 0.8541817877438853,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.4482758620689655,
|
|
"recentTerminal": 58,
|
|
"recentWilsonLowerBound": 0.32749651292941145,
|
|
"running": 4,
|
|
"selectionWeight": 2.135454469359713,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 9.666666666666666,
|
|
"waiting": 22555
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 3158.3636363636365,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.1323014210796908,
|
|
"queueFactor": 0.816255087420388,
|
|
"queueWeight": 0.816255087420388,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.18181818181818182,
|
|
"recentTerminal": 33,
|
|
"recentWilsonLowerBound": 0.08610651225698264,
|
|
"running": 2,
|
|
"selectionWeight": 0.10799170802924458,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 5.5,
|
|
"waiting": 17371
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 562.1317365269462,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.4454039968417707,
|
|
"queueFactor": 1.057473529357356,
|
|
"queueWeight": 1.057473529357356,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.20359281437125748,
|
|
"recentTerminal": 167,
|
|
"recentWilsonLowerBound": 0.14950910277111326,
|
|
"running": 16,
|
|
"selectionWeight": 0.4710029365301399,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 27.833333333333332,
|
|
"waiting": 15646
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1335.3409090909092,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 1.511781328844989,
|
|
"queueFactor": 0.9287661905435415,
|
|
"queueWeight": 0.9287661905435415,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.3522727272727273,
|
|
"recentTerminal": 88,
|
|
"recentWilsonLowerBound": 0.26056180662975564,
|
|
"running": 6,
|
|
"selectionWeight": 1.4040913857262134,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.666666666666666,
|
|
"waiting": 19585
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-09T21:29:21.593532+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-09T21:29:21.593532+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
|
|
}
|