791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-23T14:33:11.558319+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": "2026-10-23T14:36:52.864862+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1346.758064516129,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.1454112915789467,
|
|
"queueFactor": 0.9450121469510901,
|
|
"queueWeight": 0.9450121469510901,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.29838709677419356,
|
|
"recentTerminal": 124,
|
|
"recentWilsonLowerBound": 0.22489882720831866,
|
|
"running": 8,
|
|
"selectionWeight": 1.0824275837970416,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.666666666666668,
|
|
"waiting": 27833
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1408.8695652173913,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.938642491538908,
|
|
"queueWeight": 0.938642491538908,
|
|
"recentSuccess": 55,
|
|
"recentSuccessRate": 0.39855072463768115,
|
|
"recentTerminal": 138,
|
|
"recentWilsonLowerBound": 0.3206773965935992,
|
|
"running": 8,
|
|
"selectionWeight": 2.34660622884727,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.0,
|
|
"waiting": 32404
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 136.17910447761193,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.16800876300458942,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.13432835820895522,
|
|
"recentTerminal": 201,
|
|
"recentWilsonLowerBound": 0.09398632728364925,
|
|
"running": 8,
|
|
"selectionWeight": 0.21841139190596626,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 33.5,
|
|
"waiting": 4562
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1155.2553191489362,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.2673981379062571,
|
|
"queueFactor": 0.9670059182664336,
|
|
"queueWeight": 0.9670059182664336,
|
|
"recentSuccess": 17,
|
|
"recentSuccessRate": 0.18085106382978725,
|
|
"recentTerminal": 94,
|
|
"recentWilsonLowerBound": 0.1160924487313244,
|
|
"running": 7,
|
|
"selectionWeight": 0.2585755818887746,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.666666666666666,
|
|
"waiting": 18099
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 393.94405594405595,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.23574504548448114,
|
|
"queueFactor": 1.1363592351252718,
|
|
"queueWeight": 1.1363592351252718,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.16083916083916083,
|
|
"recentTerminal": 143,
|
|
"recentWilsonLowerBound": 0.1096309434798486,
|
|
"running": 7,
|
|
"selectionWeight": 0.2678910595713174,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.833333333333332,
|
|
"waiting": 9389
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 56.869565217391305,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.06521739130434782,
|
|
"recentTerminal": 368,
|
|
"recentWilsonLowerBound": 0.04421388272280752,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 61.333333333333336,
|
|
"waiting": 3488
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 272.08092485549133,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.057501057047653216,
|
|
"queueFactor": 1.2012298462087843,
|
|
"queueWeight": 1.2012298462087843,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.09248554913294797,
|
|
"recentTerminal": 173,
|
|
"recentWilsonLowerBound": 0.0577301668478572,
|
|
"running": 10,
|
|
"selectionWeight": 0.069071985914195,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.833333333333332,
|
|
"waiting": 7845
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2010.5,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.2735629671737725,
|
|
"queueFactor": 0.8898877265530023,
|
|
"queueWeight": 0.8898877265530023,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.20833333333333334,
|
|
"recentTerminal": 48,
|
|
"recentWilsonLowerBound": 0.11730147795889814,
|
|
"running": 2,
|
|
"selectionWeight": 0.243440326927362,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.0,
|
|
"waiting": 16084
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 309.0689655172414,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.4584962733839453,
|
|
"queueFactor": 1.1784808203006742,
|
|
"queueWeight": 1.1784808203006742,
|
|
"recentSuccess": 35,
|
|
"recentSuccessRate": 0.20114942528735633,
|
|
"recentTerminal": 174,
|
|
"recentWilsonLowerBound": 0.14833657899081493,
|
|
"running": 8,
|
|
"selectionWeight": 0.540329064362314,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.0,
|
|
"waiting": 8963
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 636.1666666666666,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.9870683128154122,
|
|
"queueFactor": 1.0575360775776699,
|
|
"queueWeight": 1.0575360775776699,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.28703703703703703,
|
|
"recentTerminal": 108,
|
|
"recentWilsonLowerBound": 0.21019243295848952,
|
|
"running": 4,
|
|
"selectionWeight": 1.0438603518360194,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.0,
|
|
"waiting": 11451
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1696.1935483870968,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 1.0615794816519084,
|
|
"queueFactor": 0.9128712246176267,
|
|
"queueWeight": 0.9128712246176267,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.3010752688172043,
|
|
"recentTerminal": 93,
|
|
"recentWilsonLowerBound": 0.21726167583661848,
|
|
"running": 4,
|
|
"selectionWeight": 0.9690853614445231,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.5,
|
|
"waiting": 26291
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2198.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.08272861009418139,
|
|
"queueFactor": 0.8780650182186881,
|
|
"queueWeight": 0.8780650182186881,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.13725490196078433,
|
|
"recentTerminal": 51,
|
|
"recentWilsonLowerBound": 0.06811015331542725,
|
|
"running": 2,
|
|
"selectionWeight": 0.07264109852955412,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.5,
|
|
"waiting": 18683
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 692.1783439490446,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.6686389055290152,
|
|
"queueFactor": 1.044234716123289,
|
|
"queueWeight": 1.044234716123289,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.2356687898089172,
|
|
"recentTerminal": 157,
|
|
"recentWilsonLowerBound": 0.17608736022955435,
|
|
"running": 16,
|
|
"selectionWeight": 0.6982159577040778,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.166666666666668,
|
|
"waiting": 18112
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1423.269230769231,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.2886198335282469,
|
|
"queueFactor": 0.9372118464736956,
|
|
"queueWeight": 0.9372118464736956,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.18269230769230768,
|
|
"recentTerminal": 104,
|
|
"recentWilsonLowerBound": 0.12019329509173257,
|
|
"running": 6,
|
|
"selectionWeight": 0.2704979271099389,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.333333333333332,
|
|
"waiting": 24670
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-23T14:27:57.866461+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-23T14:27:57.866461+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
|
|
}
|