791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-23T14:45:02.665583+00:00",
|
|
"communityError": "ModelHubAPIError: 分页大小不能超过100",
|
|
"communitySample": {},
|
|
"communityUpdatedAt": null,
|
|
"frameworkAttemptedAt": "2026-10-23T12:06:14.759955+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 44007,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 22187,
|
|
"successRate": 0.5041697911695867,
|
|
"wilsonLowerBound": 0.49949819842432125
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58620,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15634,
|
|
"successRate": 0.26670078471511427,
|
|
"wilsonLowerBound": 0.2631361335283267
|
|
},
|
|
"vllm_0.23.0": {
|
|
"framework": "vllm_0.23.0",
|
|
"modelCount": 1,
|
|
"officialConfigError": "framework_mismatch",
|
|
"officialConfigValid": false,
|
|
"successCount": 1,
|
|
"successRate": 1.0,
|
|
"wilsonLowerBound": 0.20654329147389294
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 5635,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1816,
|
|
"successRate": 0.3222715173025732,
|
|
"wilsonLowerBound": 0.3101936801872484
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 39072,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18787,
|
|
"successRate": 0.4808302620802621,
|
|
"wilsonLowerBound": 0.47587818647406654
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40924,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11203,
|
|
"successRate": 0.2737513439546476,
|
|
"wilsonLowerBound": 0.26945269017047235
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14693,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6050,
|
|
"successRate": 0.41176070237528073,
|
|
"wilsonLowerBound": 0.4038268405531547
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64317,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12100,
|
|
"successRate": 0.18813066529844363,
|
|
"wilsonLowerBound": 0.18512891361905193
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 36727,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7692,
|
|
"successRate": 0.20943719879108014,
|
|
"wilsonLowerBound": 0.20530611294120568
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8466,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 117,
|
|
"successRate": 0.013819985825655563,
|
|
"wilsonLowerBound": 0.011544457364223739
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26824,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3294,
|
|
"successRate": 0.12280047718461079,
|
|
"wilsonLowerBound": 0.11892665277892703
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16526,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10141595062326032,
|
|
"wilsonLowerBound": 0.09690557044342328
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 18024,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6914,
|
|
"successRate": 0.3835996449178873,
|
|
"wilsonLowerBound": 0.376526099219241
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24848,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3811,
|
|
"successRate": 0.15337250482936252,
|
|
"wilsonLowerBound": 0.14894557314894244
|
|
},
|
|
"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": 56492,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14172,
|
|
"successRate": 0.2508673794519578,
|
|
"wilsonLowerBound": 0.24730950013092923
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 26004,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3373,
|
|
"successRate": 0.12971081372096602,
|
|
"wilsonLowerBound": 0.12568172494110819
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87134,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9775,
|
|
"successRate": 0.11218353340831363,
|
|
"wilsonLowerBound": 0.11010510375972507
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 50465,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5774,
|
|
"successRate": 0.11441593183394431,
|
|
"wilsonLowerBound": 0.11166795618194252
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 53076,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3870,
|
|
"successRate": 0.0729143115532444,
|
|
"wilsonLowerBound": 0.07073314570821167
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 95327,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 24116,
|
|
"successRate": 0.2529818414510055,
|
|
"wilsonLowerBound": 0.25023215564111395
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 156,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5724,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 593,
|
|
"successRate": 0.1035988819007687,
|
|
"wilsonLowerBound": 0.09596822651095949
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112952,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16543,
|
|
"successRate": 0.14646044337417663,
|
|
"wilsonLowerBound": 0.14441050303598618
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 334,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.0029940119760479044,
|
|
"wilsonLowerBound": 0.0005286986847552426
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 26388,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4250,
|
|
"successRate": 0.16105805669243595,
|
|
"wilsonLowerBound": 0.15667227412799561
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44667,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5811,
|
|
"successRate": 0.1300960440593727,
|
|
"wilsonLowerBound": 0.1270080009746952
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8579,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 841,
|
|
"successRate": 0.0980300734351323,
|
|
"wilsonLowerBound": 0.09191646943805239
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 36059,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7295,
|
|
"successRate": 0.2023073296541779,
|
|
"wilsonLowerBound": 0.19819272528444692
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61593,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12431,
|
|
"successRate": 0.20182488269770915,
|
|
"wilsonLowerBound": 0.19867375988306904
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19396,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5489,
|
|
"successRate": 0.2829964941224995,
|
|
"wilsonLowerBound": 0.2767005039717228
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16492,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3983,
|
|
"successRate": 0.24151103565365026,
|
|
"wilsonLowerBound": 0.23503947058948763
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 70196,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19272,
|
|
"successRate": 0.27454555815146164,
|
|
"wilsonLowerBound": 0.27125645653772457
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1947,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1118,
|
|
"successRate": 0.5742167437082691,
|
|
"wilsonLowerBound": 0.5521280551109713
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48770,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21815,
|
|
"successRate": 0.44730367028911217,
|
|
"wilsonLowerBound": 0.4428950913704027
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41602,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5343,
|
|
"successRate": 0.12843132541704727,
|
|
"wilsonLowerBound": 0.12525056724249523
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1298,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6289,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.03052949594530132,
|
|
"wilsonLowerBound": 0.026555749965692398
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10117,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 766,
|
|
"successRate": 0.07571414450924187,
|
|
"wilsonLowerBound": 0.07071873575009961
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7984,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3511,
|
|
"successRate": 0.4397545090180361,
|
|
"wilsonLowerBound": 0.4288982626274817
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7445,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 247,
|
|
"successRate": 0.03317662860980524,
|
|
"wilsonLowerBound": 0.02934300967033281
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 20681,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5864,
|
|
"successRate": 0.2835452831101011,
|
|
"wilsonLowerBound": 0.27744298752470353
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29318,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15031,
|
|
"successRate": 0.5126884507810902,
|
|
"wilsonLowerBound": 0.5069655428587235
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68873,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7482,
|
|
"successRate": 0.10863473349498352,
|
|
"wilsonLowerBound": 0.10633248321023593
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14516,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2632,
|
|
"successRate": 0.181317167263709,
|
|
"wilsonLowerBound": 0.17513402062025307
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-23T14:46:53.446298+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1357.5121951219512,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.0825979625490918,
|
|
"queueFactor": 0.9464880454558389,
|
|
"queueWeight": 0.9464880454558389,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.3008130081300813,
|
|
"recentTerminal": 123,
|
|
"recentWilsonLowerBound": 0.22680566759840012,
|
|
"running": 8,
|
|
"selectionWeight": 1.0246660295875634,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.5,
|
|
"waiting": 27829
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1398.6474820143885,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9422593460322725,
|
|
"queueWeight": 0.9422593460322725,
|
|
"recentSuccess": 57,
|
|
"recentSuccessRate": 0.41007194244604317,
|
|
"recentTerminal": 139,
|
|
"recentWilsonLowerBound": 0.33179421791116376,
|
|
"running": 8,
|
|
"selectionWeight": 2.355648365080681,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.166666666666668,
|
|
"waiting": 32402
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 138.67005076142132,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.17945256925922418,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.14213197969543148,
|
|
"recentTerminal": 197,
|
|
"recentWilsonLowerBound": 0.10020126624456825,
|
|
"running": 8,
|
|
"selectionWeight": 0.23328834003699145,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 32.833333333333336,
|
|
"waiting": 4553
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1180.4347826086955,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.22025480845634912,
|
|
"queueFactor": 0.9665412516178685,
|
|
"queueWeight": 0.9665412516178685,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.17391304347826086,
|
|
"recentTerminal": 92,
|
|
"recentWilsonLowerBound": 0.10998076035163003,
|
|
"running": 7,
|
|
"selectionWeight": 0.21288535824025356,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.333333333333334,
|
|
"waiting": 18100
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 402.3857142857143,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.22941850463782149,
|
|
"queueFactor": 1.1358743980451487,
|
|
"queueWeight": 1.1358743980451487,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.16428571428571428,
|
|
"recentTerminal": 140,
|
|
"recentWilsonLowerBound": 0.11203753808504885,
|
|
"running": 7,
|
|
"selectionWeight": 0.2605906058559036,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.333333333333332,
|
|
"waiting": 9389
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 57.62637362637363,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.06868131868131869,
|
|
"recentTerminal": 364,
|
|
"recentWilsonLowerBound": 0.04695020752686372,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 60.666666666666664,
|
|
"waiting": 3496
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 270.58620689655174,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.052665831398907265,
|
|
"queueFactor": 1.2055378372081307,
|
|
"queueWeight": 1.2055378372081307,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.09195402298850575,
|
|
"recentTerminal": 174,
|
|
"recentWilsonLowerBound": 0.057393641975025125,
|
|
"running": 9,
|
|
"selectionWeight": 0.06349065247940672,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.0,
|
|
"waiting": 7847
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 1855.846153846154,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.21144664978028427,
|
|
"queueFactor": 0.9031198716178509,
|
|
"queueWeight": 0.9031198716178509,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.19230769230769232,
|
|
"recentTerminal": 52,
|
|
"recentWilsonLowerBound": 0.10795930648521072,
|
|
"running": 2,
|
|
"selectionWeight": 0.190961671203595,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.666666666666666,
|
|
"waiting": 16084
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 310.82080924855495,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.430954146455137,
|
|
"queueFactor": 1.1807288663122588,
|
|
"queueWeight": 1.1807288663122588,
|
|
"recentSuccess": 35,
|
|
"recentSuccessRate": 0.2023121387283237,
|
|
"recentTerminal": 173,
|
|
"recentWilsonLowerBound": 0.14921733969871423,
|
|
"running": 8,
|
|
"selectionWeight": 0.5088400007765411,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.833333333333332,
|
|
"waiting": 8962
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 624.3818181818182,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.8780333207731019,
|
|
"queueFactor": 1.063430609479549,
|
|
"queueWeight": 1.063430609479549,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.2818181818181818,
|
|
"recentTerminal": 110,
|
|
"recentWilsonLowerBound": 0.206210213519945,
|
|
"running": 4,
|
|
"selectionWeight": 0.933727509453092,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.333333333333332,
|
|
"waiting": 11447
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1733.3406593406594,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 1.1374482303627296,
|
|
"queueFactor": 0.9124185482069198,
|
|
"queueWeight": 0.9124185482069198,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.31868131868131866,
|
|
"recentTerminal": 91,
|
|
"recentWilsonLowerBound": 0.2319585919157763,
|
|
"running": 4,
|
|
"selectionWeight": 1.0378288630080919,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.166666666666666,
|
|
"waiting": 26289
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2155.6153846153848,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.07346468101788112,
|
|
"queueFactor": 0.8830616059975841,
|
|
"queueWeight": 0.8830616059975841,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.1346153846153846,
|
|
"recentTerminal": 52,
|
|
"recentWilsonLowerBound": 0.06676796994292625,
|
|
"running": 2,
|
|
"selectionWeight": 0.06487383920375032,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.666666666666666,
|
|
"waiting": 18682
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 701.2258064516129,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.594730831666815,
|
|
"queueFactor": 1.0450763273450074,
|
|
"queueWeight": 1.0450763273450074,
|
|
"recentSuccess": 36,
|
|
"recentSuccessRate": 0.23225806451612904,
|
|
"recentTerminal": 155,
|
|
"recentWilsonLowerBound": 0.1727449576065253,
|
|
"running": 16,
|
|
"selectionWeight": 0.6215391133171968,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.833333333333332,
|
|
"waiting": 18115
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1451.3529411764705,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.20623384417280394,
|
|
"queueFactor": 0.9370456272680415,
|
|
"queueWeight": 0.9370456272680415,
|
|
"recentSuccess": 17,
|
|
"recentSuccessRate": 0.16666666666666666,
|
|
"recentTerminal": 102,
|
|
"recentWilsonLowerBound": 0.10674128266359069,
|
|
"running": 6,
|
|
"selectionWeight": 0.1932505218768046,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.0,
|
|
"waiting": 24673
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-23T14:38:40.665360+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-23T14:38:40.665360+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b3",
|
|
"Ascend_910-b4",
|
|
"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
|
|
}
|