791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-21T19:24:47.566089+00:00",
|
|
"communityError": "ModelHubAPIError: 分页大小不能超过100",
|
|
"communitySample": {},
|
|
"communityUpdatedAt": null,
|
|
"frameworkAttemptedAt": "2026-10-21T16:16:32.974408+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43786,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 22045,
|
|
"successRate": 0.5034714292239528,
|
|
"wilsonLowerBound": 0.49878807330880515
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58311,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15549,
|
|
"successRate": 0.2666563770129135,
|
|
"wilsonLowerBound": 0.2630825275406161
|
|
},
|
|
"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": 5426,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1740,
|
|
"successRate": 0.3206782159970512,
|
|
"wilsonLowerBound": 0.30838977287736186
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38803,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18589,
|
|
"successRate": 0.47906089735329743,
|
|
"wilsonLowerBound": 0.47409257635305607
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40673,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11114,
|
|
"successRate": 0.2732525262459125,
|
|
"wilsonLowerBound": 0.2689432055473647
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14391,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5945,
|
|
"successRate": 0.4131054131054131,
|
|
"wilsonLowerBound": 0.40508473513113924
|
|
}
|
|
},
|
|
"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": 35743,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7504,
|
|
"successRate": 0.20994320566264724,
|
|
"wilsonLowerBound": 0.20575227109372596
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8404,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 117,
|
|
"successRate": 0.013921941932413136,
|
|
"wilsonLowerBound": 0.01162971589204264
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26794,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3291,
|
|
"successRate": 0.122826005822199,
|
|
"wilsonLowerBound": 0.11894968865879112
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16523,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10143436421957272,
|
|
"wilsonLowerBound": 0.09692320816306216
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 17667,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6797,
|
|
"successRate": 0.38472859002660326,
|
|
"wilsonLowerBound": 0.37757999119962127
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24831,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3810,
|
|
"successRate": 0.15343723571342274,
|
|
"wilsonLowerBound": 0.14900802312370762
|
|
},
|
|
"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": 55723,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14003,
|
|
"successRate": 0.2512965920714965,
|
|
"wilsonLowerBound": 0.24771229013339804
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25475,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3268,
|
|
"successRate": 0.12828263002944063,
|
|
"wilsonLowerBound": 0.12423211339791476
|
|
},
|
|
"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": 49797,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5690,
|
|
"successRate": 0.11426391148061128,
|
|
"wilsonLowerBound": 0.11149939237034755
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 52146,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3803,
|
|
"successRate": 0.07292985080351322,
|
|
"wilsonLowerBound": 0.07072937505743353
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 95117,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 24011,
|
|
"successRate": 0.2524364729753882,
|
|
"wilsonLowerBound": 0.24968575870683932
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 153,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5696,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 590,
|
|
"successRate": 0.1035814606741573,
|
|
"wilsonLowerBound": 0.09593331689611459
|
|
},
|
|
"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": 26047,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4187,
|
|
"successRate": 0.16074787883441471,
|
|
"wilsonLowerBound": 0.156337326554713
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44388,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5729,
|
|
"successRate": 0.1290664143462197,
|
|
"wilsonLowerBound": 0.12597943350387844
|
|
},
|
|
"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": 35790,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7214,
|
|
"successRate": 0.2015646828723107,
|
|
"wilsonLowerBound": 0.1974405560713267
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61568,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12431,
|
|
"successRate": 0.2019068347193347,
|
|
"wilsonLowerBound": 0.19875459012063137
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18674,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5295,
|
|
"successRate": 0.28354931991003535,
|
|
"wilsonLowerBound": 0.2771297028558461
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16301,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3940,
|
|
"successRate": 0.24170296300840438,
|
|
"wilsonLowerBound": 0.23519213062624633
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69775,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19174,
|
|
"successRate": 0.274797563597277,
|
|
"wilsonLowerBound": 0.2714976341346284
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1781,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1046,
|
|
"successRate": 0.5873104997192589,
|
|
"wilsonLowerBound": 0.5642815030335318
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48636,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.446788387202895,
|
|
"wilsonLowerBound": 0.4423742738780308
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41301,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5259,
|
|
"successRate": 0.12733347860826613,
|
|
"wilsonLowerBound": 0.12415317354422102
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1253,
|
|
"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": 7871,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3464,
|
|
"successRate": 0.4400965569813238,
|
|
"wilsonLowerBound": 0.4291618245288002
|
|
}
|
|
},
|
|
"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": 19856,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5622,
|
|
"successRate": 0.2831385979049154,
|
|
"wilsonLowerBound": 0.27691447937999725
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29178,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14951,
|
|
"successRate": 0.5124066077181438,
|
|
"wilsonLowerBound": 0.5066699403276951
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68566,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7418,
|
|
"successRate": 0.10818773152874603,
|
|
"wilsonLowerBound": 0.1058846204267084
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14386,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2583,
|
|
"successRate": 0.17954956207423883,
|
|
"wilsonLowerBound": 0.17336338915347324
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-21T19:26:26.575090+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1084.3076923076924,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.6678274970628172,
|
|
"queueFactor": 0.9937586872680941,
|
|
"queueWeight": 0.9937586872680941,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.21153846153846154,
|
|
"recentTerminal": 156,
|
|
"recentWilsonLowerBound": 0.15477937930678962,
|
|
"running": 8,
|
|
"selectionWeight": 0.6636593768026822,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.0,
|
|
"waiting": 28192
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1331.5510204081634,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.020008671376002,
|
|
"queueFactor": 0.9636074460789406,
|
|
"queueWeight": 0.9636074460789406,
|
|
"recentSuccess": 48,
|
|
"recentSuccessRate": 0.32653061224489793,
|
|
"recentTerminal": 147,
|
|
"recentWilsonLowerBound": 0.2559812008773996,
|
|
"running": 8,
|
|
"selectionWeight": 1.9464953968819434,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.5,
|
|
"waiting": 32623
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 117.70815450643777,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.06437768240343347,
|
|
"recentTerminal": 233,
|
|
"recentWilsonLowerBound": 0.039397998691565364,
|
|
"running": 8,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 38.833333333333336,
|
|
"waiting": 4571
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1030.3018867924527,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.12817100619447475,
|
|
"queueFactor": 1.0014035917364912,
|
|
"queueWeight": 1.0014035917364912,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.12264150943396226,
|
|
"recentTerminal": 106,
|
|
"recentWilsonLowerBound": 0.0730905203798097,
|
|
"running": 7,
|
|
"selectionWeight": 0.12835090595962706,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.666666666666668,
|
|
"waiting": 18202
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 355.23636363636365,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.22667591061551073,
|
|
"queueFactor": 1.1748331885346783,
|
|
"queueWeight": 1.1748331885346783,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.1393939393939394,
|
|
"recentTerminal": 165,
|
|
"recentWilsonLowerBound": 0.09471387130261515,
|
|
"running": 7,
|
|
"selectionWeight": 0.2663063828324222,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.5,
|
|
"waiting": 9769
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 85.44981412639405,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.055762081784386616,
|
|
"recentTerminal": 269,
|
|
"recentWilsonLowerBound": 0.0340800257699918,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 44.833333333333336,
|
|
"waiting": 3831
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 213.80616740088104,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.26484586459476733,
|
|
"queueFactor": 1.2678001088758017,
|
|
"queueWeight": 1.2678001088758017,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.14096916299559473,
|
|
"recentTerminal": 227,
|
|
"recentWilsonLowerBound": 0.10165654089727727,
|
|
"running": 6,
|
|
"selectionWeight": 0.3357716159685519,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 37.833333333333336,
|
|
"waiting": 8089
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2690.5,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.8814722734610894,
|
|
"queueFactor": 0.8671193337014151,
|
|
"queueWeight": 0.8671193337014151,
|
|
"recentSuccess": 14,
|
|
"recentSuccessRate": 0.3888888888888889,
|
|
"recentTerminal": 36,
|
|
"recentWilsonLowerBound": 0.24784655417822946,
|
|
"running": 2,
|
|
"selectionWeight": 1.6314609841412666,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.0,
|
|
"waiting": 16143
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 441.48837209302326,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.3500996799337958,
|
|
"queueFactor": 1.1371452159162683,
|
|
"queueWeight": 1.1371452159162683,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.17054263565891473,
|
|
"recentTerminal": 129,
|
|
"recentWilsonLowerBound": 0.11540524917232782,
|
|
"running": 8,
|
|
"selectionWeight": 0.3981141761305327,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.5,
|
|
"waiting": 9492
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 489.8601398601399,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.24488833586263664,
|
|
"queueFactor": 1.119548735333928,
|
|
"queueWeight": 1.119548735333928,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.14685314685314685,
|
|
"recentTerminal": 143,
|
|
"recentWilsonLowerBound": 0.09810008302918251,
|
|
"running": 4,
|
|
"selectionWeight": 0.27416442671304503,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.833333333333332,
|
|
"waiting": 11675
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2862.218181818182,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.5668511872459856,
|
|
"queueFactor": 0.8591092767073317,
|
|
"queueWeight": 0.8591092767073317,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.23636363636363636,
|
|
"recentTerminal": 55,
|
|
"recentWilsonLowerBound": 0.1436652158745749,
|
|
"running": 4,
|
|
"selectionWeight": 0.4869871134755909,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 9.166666666666666,
|
|
"waiting": 26237
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1482.32,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.06869656551299341,
|
|
"queueFactor": 0.9482274507194112,
|
|
"queueWeight": 0.9482274507194112,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.10666666666666667,
|
|
"recentTerminal": 75,
|
|
"recentWilsonLowerBound": 0.05504846963856164,
|
|
"running": 2,
|
|
"selectionWeight": 0.06513996918956476,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.5,
|
|
"waiting": 18529
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1049.6603773584905,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9986113514219953,
|
|
"queueWeight": 0.9986113514219953,
|
|
"recentSuccess": 4,
|
|
"recentSuccessRate": 0.03773584905660377,
|
|
"recentTerminal": 106,
|
|
"recentWilsonLowerBound": 0.014770608109942168,
|
|
"running": 16,
|
|
"selectionWeight": 0.04993056757109977,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 17.666666666666668,
|
|
"waiting": 18544
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1432.3689320388348,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9531156159397532,
|
|
"queueWeight": 0.9531156159397532,
|
|
"recentSuccess": 38,
|
|
"recentSuccessRate": 0.36893203883495146,
|
|
"recentTerminal": 103,
|
|
"recentWilsonLowerBound": 0.2820284819781343,
|
|
"running": 6,
|
|
"selectionWeight": 2.382789039849383,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.166666666666668,
|
|
"waiting": 24589
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-21T19:26:26.575090+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-21T19:26:26.575090+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
|
|
}
|