791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-22T18:35:31.462095+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": "2026-10-22T18:39:28.540386+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1460.5043478260868,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.604722870186521,
|
|
"queueFactor": 0.9267716862390243,
|
|
"queueWeight": 0.9267716862390243,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.20869565217391303,
|
|
"recentTerminal": 115,
|
|
"recentWilsonLowerBound": 0.14444439637630882,
|
|
"running": 10,
|
|
"selectionWeight": 0.5604400341100647,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.166666666666668,
|
|
"waiting": 27993
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1089.2849162011173,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9684494611864212,
|
|
"queueWeight": 0.9684494611864212,
|
|
"recentSuccess": 61,
|
|
"recentSuccessRate": 0.3407821229050279,
|
|
"recentTerminal": 179,
|
|
"recentWilsonLowerBound": 0.2753436522985847,
|
|
"running": 9,
|
|
"selectionWeight": 2.421123652966053,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.833333333333332,
|
|
"waiting": 32497
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 209.12408759124088,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.022262621569188,
|
|
"queueFactor": 1.2404737442330875,
|
|
"queueWeight": 1.2404737442330875,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.24817518248175183,
|
|
"recentTerminal": 137,
|
|
"recentWilsonLowerBound": 0.1833748742928793,
|
|
"running": 10,
|
|
"selectionWeight": 1.2680899417674623,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.833333333333332,
|
|
"waiting": 4775
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1253.3793103448277,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.6052997967712469,
|
|
"queueFactor": 0.9482782883225962,
|
|
"queueWeight": 0.9482782883225962,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.21839080459770116,
|
|
"recentTerminal": 87,
|
|
"recentWilsonLowerBound": 0.14450701870548618,
|
|
"running": 8,
|
|
"selectionWeight": 0.5739926552042534,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.5,
|
|
"waiting": 18174
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 451.37007874015745,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.11088105757724989,
|
|
"queueFactor": 1.105269715260283,
|
|
"queueWeight": 1.105269715260283,
|
|
"recentSuccess": 14,
|
|
"recentSuccessRate": 0.11023622047244094,
|
|
"recentTerminal": 127,
|
|
"recentWilsonLowerBound": 0.06680938916575475,
|
|
"running": 8,
|
|
"selectionWeight": 0.12255347493616604,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.166666666666668,
|
|
"waiting": 9554
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 36.04934210526316,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.5660324505675162,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 102,
|
|
"recentSuccessRate": 0.16776315789473684,
|
|
"recentTerminal": 608,
|
|
"recentWilsonLowerBound": 0.14016784509958616,
|
|
"running": 25,
|
|
"selectionWeight": 0.735842185737771,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 101.33333333333333,
|
|
"waiting": 3653
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 91.81395348837209,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 1.6121780892825675,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 135,
|
|
"recentSuccessRate": 0.2616279069767442,
|
|
"recentTerminal": 516,
|
|
"recentWilsonLowerBound": 0.2255650918260003,
|
|
"running": 7,
|
|
"selectionWeight": 2.0958315160673378,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 86.0,
|
|
"waiting": 7896
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 3125.2258064516127,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.5384033584535526,
|
|
"queueFactor": 0.826829522605606,
|
|
"queueWeight": 0.826829522605606,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.25806451612903225,
|
|
"recentTerminal": 31,
|
|
"recentWilsonLowerBound": 0.1370154373686976,
|
|
"running": 2,
|
|
"selectionWeight": 0.44516779183940586,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 5.166666666666667,
|
|
"waiting": 16147
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 331.25748502994014,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.5124055113529015,
|
|
"queueFactor": 1.1577727679782799,
|
|
"queueWeight": 1.1577727679782799,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.18562874251497005,
|
|
"recentTerminal": 167,
|
|
"recentWilsonLowerBound": 0.13396751941877452,
|
|
"running": 8,
|
|
"selectionWeight": 0.5932491472063747,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.833333333333332,
|
|
"waiting": 9220
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 488.83098591549293,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.41848808371581897,
|
|
"queueFactor": 1.0921300987256326,
|
|
"queueWeight": 1.0921300987256326,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.176056338028169,
|
|
"recentTerminal": 142,
|
|
"recentWilsonLowerBound": 0.1221886925217712,
|
|
"running": 4,
|
|
"selectionWeight": 0.4570434321840582,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.666666666666668,
|
|
"waiting": 11569
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1752.0666666666666,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.29159526183941376,
|
|
"queueFactor": 0.9018111305519347,
|
|
"queueWeight": 0.9018111305519347,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.16666666666666666,
|
|
"recentTerminal": 90,
|
|
"recentWilsonLowerBound": 0.10368397504925965,
|
|
"running": 4,
|
|
"selectionWeight": 0.26296385274298917,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.0,
|
|
"waiting": 26281
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1365.7317073170732,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05930045788611265,
|
|
"queueFactor": 0.9361455484665512,
|
|
"queueWeight": 0.9361455484665512,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.0975609756097561,
|
|
"recentTerminal": 82,
|
|
"recentWilsonLowerBound": 0.050268087093785004,
|
|
"running": 2,
|
|
"selectionWeight": 0.055513859672112545,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.666666666666666,
|
|
"waiting": 18665
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 670.0609756097562,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 1.5703874280583385,
|
|
"queueFactor": 1.041672110315328,
|
|
"queueWeight": 1.041672110315328,
|
|
"recentSuccess": 47,
|
|
"recentSuccessRate": 0.2865853658536585,
|
|
"recentTerminal": 164,
|
|
"recentWilsonLowerBound": 0.22288828940071662,
|
|
"running": 16,
|
|
"selectionWeight": 1.6358287861981897,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.333333333333332,
|
|
"waiting": 18315
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1346.8909090909092,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.35551228272614205,
|
|
"queueFactor": 0.9380982419934325,
|
|
"queueWeight": 0.9380982419934325,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.17272727272727273,
|
|
"recentTerminal": 110,
|
|
"recentWilsonLowerBound": 0.11345829455900079,
|
|
"running": 7,
|
|
"selectionWeight": 0.333505447432466,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.333333333333332,
|
|
"waiting": 24693
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-22T18:30:15.461409+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-22T18:30:15.461409+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
|
|
}
|