791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-22T18:58:07.265581+00:00",
|
|
"communityError": "ModelHubAPIError: 分页大小不能超过100",
|
|
"communitySample": {},
|
|
"communityUpdatedAt": null,
|
|
"frameworkAttemptedAt": "2026-10-22T15:16:07.563483+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43901,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 22122,
|
|
"successRate": 0.5039065169358329,
|
|
"wilsonLowerBound": 0.49922929095639007
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58429,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15572,
|
|
"successRate": 0.26651149258073903,
|
|
"wilsonLowerBound": 0.26294186763908145
|
|
},
|
|
"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": 5545,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1784,
|
|
"successRate": 0.32173128944995494,
|
|
"wilsonLowerBound": 0.3095626586175613
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38954,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18705,
|
|
"successRate": 0.4801817528366792,
|
|
"wilsonLowerBound": 0.4752225012389658
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40801,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11169,
|
|
"successRate": 0.2737432906056224,
|
|
"wilsonLowerBound": 0.26943823515493875
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14542,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5993,
|
|
"successRate": 0.41211662769907853,
|
|
"wilsonLowerBound": 0.4041406826369419
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64306,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12099,
|
|
"successRate": 0.18814729574223246,
|
|
"wilsonLowerBound": 0.1851451853858568
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 36267,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7610,
|
|
"successRate": 0.2098326302147958,
|
|
"wilsonLowerBound": 0.20567267833068853
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8436,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 117,
|
|
"successRate": 0.013869132290184922,
|
|
"wilsonLowerBound": 0.011585554837373141
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26813,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3293,
|
|
"successRate": 0.12281356058628277,
|
|
"wilsonLowerBound": 0.11893877089459196
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16525,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10142208774583963,
|
|
"wilsonLowerBound": 0.09691144896995606
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 17857,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6866,
|
|
"successRate": 0.38449907599260796,
|
|
"wilsonLowerBound": 0.3773893165432024
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24841,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3811,
|
|
"successRate": 0.1534157240046697,
|
|
"wilsonLowerBound": 0.14898765272130116
|
|
},
|
|
"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": 56151,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14087,
|
|
"successRate": 0.250877099250236,
|
|
"wilsonLowerBound": 0.24730843808506192
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25659,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3300,
|
|
"successRate": 0.1286098444990062,
|
|
"wilsonLowerBound": 0.12456918335044238
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87132,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9774,
|
|
"successRate": 0.11217463159344443,
|
|
"wilsonLowerBound": 0.11009625130917604
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 50301,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5762,
|
|
"successRate": 0.11455040655255362,
|
|
"wilsonLowerBound": 0.11179656959668471
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 52741,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3866,
|
|
"successRate": 0.07330160596120665,
|
|
"wilsonLowerBound": 0.07110817371236106
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 95250,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 24068,
|
|
"successRate": 0.2526824146981627,
|
|
"wilsonLowerBound": 0.2499327151357797
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 155,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5703,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 591,
|
|
"successRate": 0.10362966859547607,
|
|
"wilsonLowerBound": 0.09598440123295167
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112932,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16542,
|
|
"successRate": 0.14647752629901178,
|
|
"wilsonLowerBound": 0.14442730531743125
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 325,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.003076923076923077,
|
|
"wilsonLowerBound": 0.0005433451436958484
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 26322,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4234,
|
|
"successRate": 0.16085403844692653,
|
|
"wilsonLowerBound": 0.1564651259017427
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44627,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5808,
|
|
"successRate": 0.13014542765590337,
|
|
"wilsonLowerBound": 0.12705550728959789
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8552,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 840,
|
|
"successRate": 0.09822263797942002,
|
|
"wilsonLowerBound": 0.09209407716403276
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35912,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7253,
|
|
"successRate": 0.20196591668523056,
|
|
"wilsonLowerBound": 0.19784562013237764
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61580,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12431,
|
|
"successRate": 0.20186748944462488,
|
|
"wilsonLowerBound": 0.1987157833989209
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19030,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5400,
|
|
"successRate": 0.2837624802942722,
|
|
"wilsonLowerBound": 0.2774012737290523
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16404,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3963,
|
|
"successRate": 0.24158741770299927,
|
|
"wilsonLowerBound": 0.23509795815216436
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69995,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19228,
|
|
"successRate": 0.2747053360954354,
|
|
"wilsonLowerBound": 0.2714109268102248
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1884,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1088,
|
|
"successRate": 0.5774946921443737,
|
|
"wilsonLowerBound": 0.5550539664477531
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48678,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21748,
|
|
"successRate": 0.44677266937836396,
|
|
"wilsonLowerBound": 0.44236047496561803
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41473,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5301,
|
|
"successRate": 0.12781809852192993,
|
|
"wilsonLowerBound": 0.12463907289304828
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1282,
|
|
"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": 10116,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 766,
|
|
"successRate": 0.07572162910241202,
|
|
"wilsonLowerBound": 0.07072574472839398
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7936,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3490,
|
|
"successRate": 0.4397681451612903,
|
|
"wilsonLowerBound": 0.4288791772091988
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7439,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.03293453421158758,
|
|
"wilsonLowerBound": 0.029113919300388362
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 20242,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5721,
|
|
"successRate": 0.28263017488390474,
|
|
"wilsonLowerBound": 0.2764687517741875
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29261,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14999,
|
|
"successRate": 0.512593554560678,
|
|
"wilsonLowerBound": 0.5068650593544141
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68695,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7442,
|
|
"successRate": 0.10833393987917607,
|
|
"wilsonLowerBound": 0.10603158523055436
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14460,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2611,
|
|
"successRate": 0.180567081604426,
|
|
"wilsonLowerBound": 0.17438246495683227
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-22T19:01:31.870111+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1713.6122448979593,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.4711213785733334,
|
|
"queueFactor": 0.9111257516880447,
|
|
"queueWeight": 0.9111257516880447,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.21428571428571427,
|
|
"recentTerminal": 98,
|
|
"recentWilsonLowerBound": 0.1446443681202342,
|
|
"running": 8,
|
|
"selectionWeight": 0.4292508201889363,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.333333333333332,
|
|
"waiting": 27989
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1133.581395348837,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9693872395557032,
|
|
"queueWeight": 0.9693872395557032,
|
|
"recentSuccess": 65,
|
|
"recentSuccessRate": 0.37790697674418605,
|
|
"recentTerminal": 172,
|
|
"recentWilsonLowerBound": 0.30885834872780116,
|
|
"running": 8,
|
|
"selectionWeight": 2.423468098889258,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.666666666666668,
|
|
"waiting": 32496
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 205.76978417266187,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.828744174419383,
|
|
"queueFactor": 1.2521546330071358,
|
|
"queueWeight": 1.2521546330071358,
|
|
"recentSuccess": 35,
|
|
"recentSuccessRate": 0.2517985611510791,
|
|
"recentTerminal": 139,
|
|
"recentWilsonLowerBound": 0.18698033218212506,
|
|
"running": 8,
|
|
"selectionWeight": 1.0377158575769043,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.166666666666668,
|
|
"waiting": 4767
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1434.8684210526317,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.7372064602212081,
|
|
"queueFactor": 0.9357145732078005,
|
|
"queueWeight": 0.9357145732078005,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.2631578947368421,
|
|
"recentTerminal": 76,
|
|
"recentWilsonLowerBound": 0.17729266370899457,
|
|
"running": 7,
|
|
"selectionWeight": 0.6898148282919211,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.666666666666666,
|
|
"waiting": 18175
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 477.9,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.11848183812655605,
|
|
"queueFactor": 1.103480468207434,
|
|
"queueWeight": 1.103480468207434,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.125,
|
|
"recentTerminal": 120,
|
|
"recentWilsonLowerBound": 0.07723428880969684,
|
|
"running": 7,
|
|
"selectionWeight": 0.13074239420996947,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.0,
|
|
"waiting": 9558
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 35.98029556650246,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.417420131103295,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 100,
|
|
"recentSuccessRate": 0.16420361247947454,
|
|
"recentTerminal": 609,
|
|
"recentWilsonLowerBound": 0.13690234343052876,
|
|
"running": 24,
|
|
"selectionWeight": 0.5426461704342835,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 101.5,
|
|
"waiting": 3652
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 96.34146341463415,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 1.2487004218286093,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 129,
|
|
"recentSuccessRate": 0.2621951219512195,
|
|
"recentTerminal": 492,
|
|
"recentWilsonLowerBound": 0.22527976582190248,
|
|
"running": 6,
|
|
"selectionWeight": 1.6233105483771921,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 82.0,
|
|
"waiting": 7900
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2935.090909090909,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.5154014941866084,
|
|
"queueFactor": 0.8404695263623121,
|
|
"queueWeight": 0.8404695263623121,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.2727272727272727,
|
|
"recentTerminal": 33,
|
|
"recentWilsonLowerBound": 0.1506727265632281,
|
|
"running": 2,
|
|
"selectionWeight": 0.43317924970544675,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 5.5,
|
|
"waiting": 16143
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 333.0361445783132,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.3701580855570447,
|
|
"queueFactor": 1.164907655933869,
|
|
"queueWeight": 1.164907655933869,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.18072289156626506,
|
|
"recentTerminal": 166,
|
|
"recentWilsonLowerBound": 0.12962533896650527,
|
|
"running": 8,
|
|
"selectionWeight": 0.4311999877712255,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.666666666666668,
|
|
"waiting": 9214
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 475.3150684931507,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.3745491890699669,
|
|
"queueFactor": 1.1043785621792217,
|
|
"queueWeight": 1.1043785621792217,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.18493150684931506,
|
|
"recentTerminal": 146,
|
|
"recentWilsonLowerBound": 0.1303220534783932,
|
|
"running": 4,
|
|
"selectionWeight": 0.41364409489048354,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.333333333333332,
|
|
"waiting": 11566
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1713.7173913043478,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.3049296181182495,
|
|
"queueFactor": 0.9111173660495537,
|
|
"queueWeight": 0.9111173660495537,
|
|
"recentSuccess": 17,
|
|
"recentSuccessRate": 0.18478260869565216,
|
|
"recentTerminal": 92,
|
|
"recentWilsonLowerBound": 0.11869236960805385,
|
|
"running": 4,
|
|
"selectionWeight": 0.2778266704903957,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.333333333333334,
|
|
"waiting": 26277
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1435.8461538461538,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05151578788881839,
|
|
"queueFactor": 0.9356189699602018,
|
|
"queueWeight": 0.9356189699602018,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.10256410256410256,
|
|
"recentTerminal": 78,
|
|
"recentWilsonLowerBound": 0.05289271527803498,
|
|
"running": 2,
|
|
"selectionWeight": 0.048199148401224495,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.0,
|
|
"waiting": 18666
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 709.1612903225807,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 1.1708732082877236,
|
|
"queueFactor": 1.0400481643519088,
|
|
"queueWeight": 1.0400481643519088,
|
|
"recentSuccess": 44,
|
|
"recentSuccessRate": 0.2838709677419355,
|
|
"recentTerminal": 155,
|
|
"recentWilsonLowerBound": 0.2187854177434936,
|
|
"running": 16,
|
|
"selectionWeight": 1.217764530968477,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.833333333333332,
|
|
"waiting": 18320
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1334.6486486486488,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.3110818957883422,
|
|
"queueFactor": 0.9459325334202564,
|
|
"queueWeight": 0.9459325334202564,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.18018018018018017,
|
|
"recentTerminal": 111,
|
|
"recentWilsonLowerBound": 0.11977496148864882,
|
|
"running": 6,
|
|
"selectionWeight": 0.29426248578424274,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.5,
|
|
"waiting": 24691
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-22T18:53:04.667188+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-22T18:53:04.667188+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_bi-150",
|
|
"Biren_166m",
|
|
"Ascend_910-b3",
|
|
"Ascend_910-b4",
|
|
"hygon_k100-ai",
|
|
"MetaX_c-500",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|