791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-21T20:07:05.670826+00:00",
|
|
"communityError": "ModelHubAPIError: 分页大小不能超过100",
|
|
"communitySample": {},
|
|
"communityUpdatedAt": null,
|
|
"frameworkAttemptedAt": "2026-10-21T19:47:28.036282+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43814,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 22067,
|
|
"successRate": 0.5036518007942666,
|
|
"wilsonLowerBound": 0.49896993778506665
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58328,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15551,
|
|
"successRate": 0.26661294746948294,
|
|
"wilsonLowerBound": 0.2630398054225495
|
|
},
|
|
"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": 5443,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1749,
|
|
"successRate": 0.3213301488149917,
|
|
"wilsonLowerBound": 0.3090536086185641
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38837,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18617,
|
|
"successRate": 0.47936246363004353,
|
|
"wilsonLowerBound": 0.4743961621360653
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40677,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11116,
|
|
"successRate": 0.27327482361039407,
|
|
"wilsonLowerBound": 0.2689656013912448
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14414,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5950,
|
|
"successRate": 0.4127931178021368,
|
|
"wilsonLowerBound": 0.4047798056634945
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64296,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.18816100535025507,
|
|
"wilsonLowerBound": 0.18515857763235252
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 35795,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7518,
|
|
"successRate": 0.21002933370582483,
|
|
"wilsonLowerBound": 0.20584077712610285
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8411,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 117,
|
|
"successRate": 0.013910355486862442,
|
|
"wilsonLowerBound": 0.011620026917826536
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26795,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3291,
|
|
"successRate": 0.12282142190707221,
|
|
"wilsonLowerBound": 0.11894523977986893
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16524,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10142822561123215,
|
|
"wilsonLowerBound": 0.09691732820979243
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 17700,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6807,
|
|
"successRate": 0.38457627118644067,
|
|
"wilsonLowerBound": 0.37743487961256816
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24832,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3810,
|
|
"successRate": 0.15343105670103094,
|
|
"wilsonLowerBound": 0.1490020070522579
|
|
},
|
|
"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": 55780,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14014,
|
|
"successRate": 0.25123700250986014,
|
|
"wilsonLowerBound": 0.24765481120697283
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25493,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3274,
|
|
"successRate": 0.12842741144627937,
|
|
"wilsonLowerBound": 0.12437630940159929
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87130,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11215425226672787,
|
|
"wilsonLowerBound": 0.11007601551547098
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 49820,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5691,
|
|
"successRate": 0.11423123243677238,
|
|
"wilsonLowerBound": 0.11146769513194334
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 52235,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3804,
|
|
"successRate": 0.07282473437350435,
|
|
"wilsonLowerBound": 0.0706275961941207
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 95131,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 24020,
|
|
"successRate": 0.25249392942363685,
|
|
"wilsonLowerBound": 0.2497432064770885
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 153,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5697,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 591,
|
|
"successRate": 0.10373880989994734,
|
|
"wilsonLowerBound": 0.09608590386261463
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112920,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16540,
|
|
"successRate": 0.14647538080056677,
|
|
"wilsonLowerBound": 0.1444250641065082
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 318,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.0031446540880503146,
|
|
"wilsonLowerBound": 0.0005553102238291179
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 26078,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4189,
|
|
"successRate": 0.16063348416289594,
|
|
"wilsonLowerBound": 0.15622682369143076
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44396,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5730,
|
|
"successRate": 0.1290656815929363,
|
|
"wilsonLowerBound": 0.1259789836116967
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8506,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 822,
|
|
"successRate": 0.09663766752880319,
|
|
"wilsonLowerBound": 0.09053943189052821
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35810,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7221,
|
|
"successRate": 0.20164758447361072,
|
|
"wilsonLowerBound": 0.19752395310936283
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61569,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12431,
|
|
"successRate": 0.20190355536065227,
|
|
"wilsonLowerBound": 0.1987513556481827
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18721,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5308,
|
|
"successRate": 0.28353186261417657,
|
|
"wilsonLowerBound": 0.27712037554120444
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16312,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3944,
|
|
"successRate": 0.24178518881804806,
|
|
"wilsonLowerBound": 0.23527575104072354
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69799,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19185,
|
|
"successRate": 0.27486067135632314,
|
|
"wilsonLowerBound": 0.27156106752430575
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1792,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1052,
|
|
"successRate": 0.5870535714285714,
|
|
"wilsonLowerBound": 0.564094241711994
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48642,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.4467332757699108,
|
|
"wilsonLowerBound": 0.44231949120788105
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41330,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5263,
|
|
"successRate": 0.12734091458988628,
|
|
"wilsonLowerBound": 0.12416163253334184
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1258,
|
|
"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": 10114,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 766,
|
|
"successRate": 0.07573660272889064,
|
|
"wilsonLowerBound": 0.07073976685401544
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7879,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3470,
|
|
"successRate": 0.44041121969793123,
|
|
"wilsonLowerBound": 0.42948103352572764
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7434,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.03295668549905838,
|
|
"wilsonLowerBound": 0.02913353714568315
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19874,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5627,
|
|
"successRate": 0.2831337425782429,
|
|
"wilsonLowerBound": 0.27691245731808106
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29199,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14965,
|
|
"successRate": 0.5125175519709579,
|
|
"wilsonLowerBound": 0.506782965307156
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68589,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7421,
|
|
"successRate": 0.10819519164880666,
|
|
"wilsonLowerBound": 0.10589239223226202
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14401,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2590,
|
|
"successRate": 0.17984862162349838,
|
|
"wilsonLowerBound": 0.17366147386090364
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-21T20:07:05.670826+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1084.1538461538462,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.5887089926741322,
|
|
"queueFactor": 0.979772072615999,
|
|
"queueWeight": 0.979772072615999,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.20512820512820512,
|
|
"recentTerminal": 156,
|
|
"recentWilsonLowerBound": 0.14921549760161948,
|
|
"running": 8,
|
|
"selectionWeight": 0.5768006299200115,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.0,
|
|
"waiting": 28188
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1359.0416666666667,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.8134059674091338,
|
|
"queueFactor": 0.947117317749636,
|
|
"queueWeight": 0.947117317749636,
|
|
"recentSuccess": 46,
|
|
"recentSuccessRate": 0.3194444444444444,
|
|
"recentTerminal": 144,
|
|
"recentWilsonLowerBound": 0.24882973776238915,
|
|
"running": 8,
|
|
"selectionWeight": 1.7175081958437228,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.0,
|
|
"waiting": 32617
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 113.70124481327801,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 17,
|
|
"recentSuccessRate": 0.07053941908713693,
|
|
"recentTerminal": 241,
|
|
"recentWilsonLowerBound": 0.044504143563519775,
|
|
"running": 8,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 40.166666666666664,
|
|
"waiting": 4567
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 933.0769230769231,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.1463446419850477,
|
|
"queueFactor": 1.002076958357019,
|
|
"queueWeight": 1.002076958357019,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.1282051282051282,
|
|
"recentTerminal": 117,
|
|
"recentWilsonLowerBound": 0.0792556745095868,
|
|
"running": 7,
|
|
"selectionWeight": 0.14664859371222352,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.5,
|
|
"waiting": 18195
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 346.47337278106505,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.2299293804818634,
|
|
"queueFactor": 1.1626211355977454,
|
|
"queueWeight": 1.1626211355977454,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.14201183431952663,
|
|
"recentTerminal": 169,
|
|
"recentWilsonLowerBound": 0.09732405690075407,
|
|
"running": 7,
|
|
"selectionWeight": 0.2673207574431101,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.166666666666668,
|
|
"waiting": 9759
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 82.87769784172662,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.046762589928057555,
|
|
"recentTerminal": 278,
|
|
"recentWilsonLowerBound": 0.02752877290227335,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 46.333333333333336,
|
|
"waiting": 3840
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 201.198347107438,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.2566565674520769,
|
|
"queueFactor": 1.2613773611407866,
|
|
"queueWeight": 1.2613773611407866,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.14049586776859505,
|
|
"recentTerminal": 242,
|
|
"recentWilsonLowerBound": 0.10231241737204486,
|
|
"running": 1,
|
|
"selectionWeight": 0.32374078377215304,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 40.333333333333336,
|
|
"waiting": 8115
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2767.5428571428574,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.9221571532495776,
|
|
"queueFactor": 0.851284135895362,
|
|
"queueWeight": 0.851284135895362,
|
|
"recentSuccess": 14,
|
|
"recentSuccessRate": 0.4,
|
|
"recentTerminal": 35,
|
|
"recentWilsonLowerBound": 0.25550504933307244,
|
|
"running": 2,
|
|
"selectionWeight": 1.6363018912591556,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 5.833333333333333,
|
|
"waiting": 16144
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 434.33587786259545,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.5585567122062411,
|
|
"queueFactor": 1.123866788744074,
|
|
"queueWeight": 1.123866788744074,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.20610687022900764,
|
|
"recentTerminal": 131,
|
|
"recentWilsonLowerBound": 0.145691802277379,
|
|
"running": 8,
|
|
"selectionWeight": 0.6277433384786762,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.833333333333332,
|
|
"waiting": 9483
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 469.97315436241615,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.3052024862157183,
|
|
"queueFactor": 1.1106513165726324,
|
|
"queueWeight": 1.1106513165726324,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.1610738255033557,
|
|
"recentTerminal": 149,
|
|
"recentWilsonLowerBound": 0.11069458715061513,
|
|
"running": 4,
|
|
"selectionWeight": 0.33897354313672823,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.833333333333332,
|
|
"waiting": 11671
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2970.1132075471696,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.36480858988868853,
|
|
"queueFactor": 0.8423115249157538,
|
|
"queueWeight": 0.8423115249157538,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.20754716981132076,
|
|
"recentTerminal": 53,
|
|
"recentWilsonLowerBound": 0.12004475729322062,
|
|
"running": 4,
|
|
"selectionWeight": 0.30728247965150707,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.833333333333334,
|
|
"waiting": 26236
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1501.7837837837837,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.06764244818841278,
|
|
"queueFactor": 0.9330342406124469,
|
|
"queueWeight": 0.9330342406124469,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.10810810810810811,
|
|
"recentTerminal": 74,
|
|
"recentWilsonLowerBound": 0.055806661696501225,
|
|
"running": 2,
|
|
"selectionWeight": 0.0631127202786425,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.333333333333334,
|
|
"waiting": 18522
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 959.0689655172414,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9979555958358782,
|
|
"queueWeight": 0.9979555958358782,
|
|
"recentSuccess": 5,
|
|
"recentSuccessRate": 0.04310344827586207,
|
|
"recentTerminal": 116,
|
|
"recentWilsonLowerBound": 0.018549292808975087,
|
|
"running": 16,
|
|
"selectionWeight": 0.04989777979179391,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 19.333333333333332,
|
|
"waiting": 18542
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1460.1386138613861,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9369784025830804,
|
|
"queueWeight": 0.9369784025830804,
|
|
"recentSuccess": 38,
|
|
"recentSuccessRate": 0.37623762376237624,
|
|
"recentTerminal": 101,
|
|
"recentWilsonLowerBound": 0.2879296294235288,
|
|
"running": 6,
|
|
"selectionWeight": 2.342446006457701,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.833333333333332,
|
|
"waiting": 24579
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-21T20:00:23.095165+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-21T20:00:23.095165+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",
|
|
"Biren_166m",
|
|
"MetaX_c-500",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|