791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-22T19:40:56.268710+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": "2026-10-22T19:40:56.268710+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1908.068181818182,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.5013115109698089,
|
|
"queueFactor": 0.8948971307410098,
|
|
"queueWeight": 0.8948971307410098,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.22727272727272727,
|
|
"recentTerminal": 88,
|
|
"recentWilsonLowerBound": 0.1522163058823423,
|
|
"running": 8,
|
|
"selectionWeight": 0.4486222327743222,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.666666666666666,
|
|
"waiting": 27985
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1120.6896551724137,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9692580007653226,
|
|
"queueWeight": 0.9692580007653226,
|
|
"recentSuccess": 67,
|
|
"recentSuccessRate": 0.3850574712643678,
|
|
"recentTerminal": 174,
|
|
"recentWilsonLowerBound": 0.3159786158692595,
|
|
"running": 8,
|
|
"selectionWeight": 2.4231450019133067,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.0,
|
|
"waiting": 32500
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 179.1320754716981,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.6250025401893288,
|
|
"queueFactor": 1.2761043684639692,
|
|
"queueWeight": 1.2761043684639692,
|
|
"recentSuccess": 36,
|
|
"recentSuccessRate": 0.22641509433962265,
|
|
"recentTerminal": 159,
|
|
"recentWilsonLowerBound": 0.16826541549692706,
|
|
"running": 8,
|
|
"selectionWeight": 0.7975684718366799,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.5,
|
|
"waiting": 4747
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1268.093023255814,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.7728938414064056,
|
|
"queueFactor": 0.9514578028148682,
|
|
"queueWeight": 0.9514578028148682,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.26744186046511625,
|
|
"recentTerminal": 86,
|
|
"recentWilsonLowerBound": 0.1853195577468752,
|
|
"running": 7,
|
|
"selectionWeight": 0.7353758761536819,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.333333333333334,
|
|
"waiting": 18176
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 454.57142857142856,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.1207398871056454,
|
|
"queueFactor": 1.1097416315957442,
|
|
"queueWeight": 1.1097416315957442,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.12698412698412698,
|
|
"recentTerminal": 126,
|
|
"recentWilsonLowerBound": 0.07969577698037429,
|
|
"running": 7,
|
|
"selectionWeight": 0.13399007931530488,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.0,
|
|
"waiting": 9546
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 40.614525139664806,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.5258902186966461,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 100,
|
|
"recentSuccessRate": 0.186219739292365,
|
|
"recentTerminal": 537,
|
|
"recentWilsonLowerBound": 0.15556432306948265,
|
|
"running": 24,
|
|
"selectionWeight": 0.68365728430564,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 89.5,
|
|
"waiting": 3635
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 113.88461538461539,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 1.2564793844751987,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 113,
|
|
"recentSuccessRate": 0.27163461538461536,
|
|
"recentTerminal": 416,
|
|
"recentWilsonLowerBound": 0.23112476987608163,
|
|
"running": 8,
|
|
"selectionWeight": 1.6334231998177584,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 69.33333333333333,
|
|
"waiting": 7896
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 3339.724137931035,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.30911090248153567,
|
|
"queueFactor": 0.8228214594905577,
|
|
"queueWeight": 0.8228214594905577,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.2413793103448276,
|
|
"recentTerminal": 29,
|
|
"recentWilsonLowerBound": 0.12218268185062132,
|
|
"running": 2,
|
|
"selectionWeight": 0.25434308392430066,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 4.833333333333333,
|
|
"waiting": 16142
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 313.60227272727275,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.4615582164078902,
|
|
"queueFactor": 1.1732898640002678,
|
|
"queueWeight": 1.1732898640002678,
|
|
"recentSuccess": 35,
|
|
"recentSuccessRate": 0.19886363636363635,
|
|
"recentTerminal": 176,
|
|
"recentWilsonLowerBound": 0.14660593291489202,
|
|
"running": 8,
|
|
"selectionWeight": 0.5415415769574197,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.333333333333332,
|
|
"waiting": 9199
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 453.4117647058824,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.32049870727578844,
|
|
"queueFactor": 1.110166917402203,
|
|
"queueWeight": 1.110166917402203,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.17647058823529413,
|
|
"recentTerminal": 153,
|
|
"recentWilsonLowerBound": 0.12420853888153777,
|
|
"running": 4,
|
|
"selectionWeight": 0.3558070618877531,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.5,
|
|
"waiting": 11562
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1694.9032258064517,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.23931323651788933,
|
|
"queueFactor": 0.9109414482322027,
|
|
"queueWeight": 0.9109414482322027,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.17204301075268819,
|
|
"recentTerminal": 93,
|
|
"recentWilsonLowerBound": 0.10876471240246263,
|
|
"running": 4,
|
|
"selectionWeight": 0.21800034625474177,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.5,
|
|
"waiting": 26271
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1671.8507462686568,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.06890864015882964,
|
|
"queueFactor": 0.9128145910892819,
|
|
"queueWeight": 0.9128145910892819,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.11940298507462686,
|
|
"recentTerminal": 67,
|
|
"recentWilsonLowerBound": 0.06176158770587534,
|
|
"running": 2,
|
|
"selectionWeight": 0.06290081218910054,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.166666666666666,
|
|
"waiting": 18669
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 699.4777070063694,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 1.2816072599577502,
|
|
"queueFactor": 1.0402701034860813,
|
|
"queueWeight": 1.0402701034860813,
|
|
"recentSuccess": 47,
|
|
"recentSuccessRate": 0.29936305732484075,
|
|
"recentTerminal": 157,
|
|
"recentWilsonLowerBound": 0.23321441839069884,
|
|
"running": 16,
|
|
"selectionWeight": 1.3332177169447619,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.166666666666668,
|
|
"waiting": 18303
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1438.252427184466,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.3504843752895451,
|
|
"queueFactor": 0.9336560843321378,
|
|
"queueWeight": 0.9336560843321378,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.1941747572815534,
|
|
"recentTerminal": 103,
|
|
"recentWilsonLowerBound": 0.12936210686118582,
|
|
"running": 6,
|
|
"selectionWeight": 0.32723186945243216,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.166666666666668,
|
|
"waiting": 24690
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-22T19:33:57.570234+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-22T19:33:57.570234+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
|
|
}
|