791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-21T17:47:51.977097+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": "2026-10-21T17:48:46.560557+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1001.5739644970414,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.7126636916678074,
|
|
"queueFactor": 0.9966502855424472,
|
|
"queueWeight": 0.9966502855424472,
|
|
"recentSuccess": 35,
|
|
"recentSuccessRate": 0.20710059171597633,
|
|
"recentTerminal": 169,
|
|
"recentWilsonLowerBound": 0.1528476968527132,
|
|
"running": 8,
|
|
"selectionWeight": 0.7102764717964548,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.166666666666668,
|
|
"waiting": 28211
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1200.7730061349694,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.6571770551890315,
|
|
"queueFactor": 0.969898107883014,
|
|
"queueWeight": 0.969898107883014,
|
|
"recentSuccess": 47,
|
|
"recentSuccessRate": 0.2883435582822086,
|
|
"recentTerminal": 163,
|
|
"recentWilsonLowerBound": 0.22430691478764062,
|
|
"running": 8,
|
|
"selectionWeight": 1.6072928902549868,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.166666666666668,
|
|
"waiting": 32621
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 86.03134796238245,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.04075235109717868,
|
|
"recentTerminal": 319,
|
|
"recentWilsonLowerBound": 0.023967881869976764,
|
|
"running": 8,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 53.166666666666664,
|
|
"waiting": 4574
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 957.2631578947369,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.17812379417383892,
|
|
"queueFactor": 1.003438009680809,
|
|
"queueWeight": 1.003438009680809,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.13157894736842105,
|
|
"recentTerminal": 114,
|
|
"recentWilsonLowerBound": 0.08138578986699035,
|
|
"running": 7,
|
|
"selectionWeight": 0.17873618550259102,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.0,
|
|
"waiting": 18188
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 357.4390243902439,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.22379904515077348,
|
|
"queueFactor": 1.1632282868553065,
|
|
"queueWeight": 1.1632282868553065,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.13414634146341464,
|
|
"recentTerminal": 164,
|
|
"recentWilsonLowerBound": 0.09028394626790795,
|
|
"running": 7,
|
|
"selectionWeight": 0.26032937989058763,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.333333333333332,
|
|
"waiting": 9770
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 83.2992700729927,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.06934306569343066,
|
|
"recentTerminal": 274,
|
|
"recentWilsonLowerBound": 0.04483860195539662,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 45.666666666666664,
|
|
"waiting": 3804
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 200.80165289256198,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.36670449883867257,
|
|
"queueFactor": 1.2683238437743325,
|
|
"queueWeight": 1.2683238437743325,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.15289256198347106,
|
|
"recentTerminal": 242,
|
|
"recentWilsonLowerBound": 0.11300338338740241,
|
|
"running": 5,
|
|
"selectionWeight": 0.4651000594964054,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 40.333333333333336,
|
|
"waiting": 8099
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2935.2727272727275,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.252460680991364,
|
|
"queueFactor": 0.8481994384845943,
|
|
"queueWeight": 0.8481994384845943,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.3333333333333333,
|
|
"recentTerminal": 33,
|
|
"recentWilsonLowerBound": 0.197500294678037,
|
|
"running": 2,
|
|
"selectionWeight": 1.0623364463409077,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 5.5,
|
|
"waiting": 16144
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 385.05405405405406,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.2818333772646536,
|
|
"queueFactor": 1.1503155602102824,
|
|
"queueWeight": 1.1503155602102824,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.14864864864864866,
|
|
"recentTerminal": 148,
|
|
"recentWilsonLowerBound": 0.10025962527909334,
|
|
"running": 8,
|
|
"selectionWeight": 0.32419731925414585,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.666666666666668,
|
|
"waiting": 9498
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 486.4166666666667,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.2644738362834601,
|
|
"queueFactor": 1.110692866107673,
|
|
"queueWeight": 1.110692866107673,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.14583333333333334,
|
|
"recentTerminal": 144,
|
|
"recentWilsonLowerBound": 0.09740386921789697,
|
|
"running": 4,
|
|
"selectionWeight": 0.29374920323216774,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.0,
|
|
"waiting": 11674
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2315.382352941176,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.573625024012172,
|
|
"queueFactor": 0.878925048649813,
|
|
"queueWeight": 0.878925048649813,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.22058823529411764,
|
|
"recentTerminal": 68,
|
|
"recentWilsonLowerBound": 0.1384889157967965,
|
|
"running": 4,
|
|
"selectionWeight": 0.5041734021366484,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.333333333333334,
|
|
"waiting": 26241
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1502.6756756756756,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9378112992982218,
|
|
"queueWeight": 0.9378112992982218,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.08108108108108109,
|
|
"recentTerminal": 74,
|
|
"recentWilsonLowerBound": 0.03768933680933338,
|
|
"running": 2,
|
|
"selectionWeight": 0.04689056496491109,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 12.333333333333334,
|
|
"waiting": 18533
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1263.4772727272727,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9625208244481531,
|
|
"queueWeight": 0.9625208244481531,
|
|
"recentSuccess": 5,
|
|
"recentSuccessRate": 0.056818181818181816,
|
|
"recentTerminal": 88,
|
|
"recentWilsonLowerBound": 0.02451066653282965,
|
|
"running": 16,
|
|
"selectionWeight": 0.048126041222407656,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 14.666666666666666,
|
|
"waiting": 18531
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1419.1153846153848,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9458942670903608,
|
|
"queueWeight": 0.9458942670903608,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.3557692307692308,
|
|
"recentTerminal": 104,
|
|
"recentWilsonLowerBound": 0.27040289841818516,
|
|
"running": 6,
|
|
"selectionWeight": 2.364735667725902,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.333333333333332,
|
|
"waiting": 24598
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-21T17:47:51.977097+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-21T17:47:51.977097+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
|
|
}
|