791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-22T14:46:30.458022+00:00",
|
|
"communityError": "ModelHubAPIError: 分页大小不能超过100",
|
|
"communitySample": {},
|
|
"communityUpdatedAt": null,
|
|
"frameworkAttemptedAt": "2026-10-22T12:10:12.651639+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43883,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 22111,
|
|
"successRate": 0.503862543581797,
|
|
"wilsonLowerBound": 0.49918435911153985
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58410,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15565,
|
|
"successRate": 0.2664783427495292,
|
|
"wilsonLowerBound": 0.2629082839537019
|
|
},
|
|
"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": 5522,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1775,
|
|
"successRate": 0.32144150670047084,
|
|
"wilsonLowerBound": 0.30925094997855174
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38937,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18690,
|
|
"successRate": 0.4800061638030665,
|
|
"wilsonLowerBound": 0.4750459170488069
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40776,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11157,
|
|
"successRate": 0.27361683343143023,
|
|
"wilsonLowerBound": 0.26931109996199504
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14531,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5989,
|
|
"successRate": 0.412153327369073,
|
|
"wilsonLowerBound": 0.4041742573539789
|
|
}
|
|
},
|
|
"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": 36195,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7589,
|
|
"successRate": 0.2096698439010913,
|
|
"wilsonLowerBound": 0.20550699997894806
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8433,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 117,
|
|
"successRate": 0.013874066168623266,
|
|
"wilsonLowerBound": 0.011589680683937436
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26811,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3293,
|
|
"successRate": 0.12282272201708254,
|
|
"wilsonLowerBound": 0.118947662520818
|
|
},
|
|
"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": 17835,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6857,
|
|
"successRate": 0.38446874123913655,
|
|
"wilsonLowerBound": 0.3773547265201982
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24838,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3811,
|
|
"successRate": 0.1534342539656977,
|
|
"wilsonLowerBound": 0.14900569410393708
|
|
},
|
|
"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": 56088,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14075,
|
|
"successRate": 0.2509449436599629,
|
|
"wilsonLowerBound": 0.24737396129126413
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25579,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3283,
|
|
"successRate": 0.12834747253606474,
|
|
"wilsonLowerBound": 0.12430419256871042
|
|
},
|
|
"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": 50262,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5747,
|
|
"successRate": 0.11434085392543074,
|
|
"wilsonLowerBound": 0.11158819454425405
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 52710,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3863,
|
|
"successRate": 0.07328780117624739,
|
|
"wilsonLowerBound": 0.07109392699921464
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 95236,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 24059,
|
|
"successRate": 0.25262505775127053,
|
|
"wilsonLowerBound": 0.24987536648632538
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 155,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5701,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 591,
|
|
"successRate": 0.1036660235046483,
|
|
"wilsonLowerBound": 0.09601821160394393
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112930,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16542,
|
|
"successRate": 0.14648012042858408,
|
|
"wilsonLowerBound": 0.14442986618416606
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 324,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.0030864197530864196,
|
|
"wilsonLowerBound": 0.0005450227751171053
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 26300,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4231,
|
|
"successRate": 0.1608745247148289,
|
|
"wilsonLowerBound": 0.15648356615307002
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44617,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5804,
|
|
"successRate": 0.13008494520025998,
|
|
"wilsonLowerBound": 0.12699530426899436
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8545,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 840,
|
|
"successRate": 0.09830310122878877,
|
|
"wilsonLowerBound": 0.09216976738659181
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35898,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7248,
|
|
"successRate": 0.20190539862945012,
|
|
"wilsonLowerBound": 0.19778477617737175
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61579,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12431,
|
|
"successRate": 0.20187076763182255,
|
|
"wilsonLowerBound": 0.19871901671351822
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18967,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5384,
|
|
"successRate": 0.28386144355986714,
|
|
"wilsonLowerBound": 0.27748906018478736
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16385,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3961,
|
|
"successRate": 0.24174549893194996,
|
|
"wilsonLowerBound": 0.235250816369528
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69964,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19212,
|
|
"successRate": 0.2745983648733634,
|
|
"wilsonLowerBound": 0.27130363462227347
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1865,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1085,
|
|
"successRate": 0.5817694369973191,
|
|
"wilsonLowerBound": 0.5592365304181918
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48665,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21737,
|
|
"successRate": 0.44666598171170246,
|
|
"wilsonLowerBound": 0.4422533086221195
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41452,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5297,
|
|
"successRate": 0.12778635530251858,
|
|
"wilsonLowerBound": 0.12460687676809447
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1278,
|
|
"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": 7930,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3489,
|
|
"successRate": 0.4399747793190416,
|
|
"wilsonLowerBound": 0.4290810551442387
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7438,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.03293896208658242,
|
|
"wilsonLowerBound": 0.029117840755497573
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 20173,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5700,
|
|
"successRate": 0.2825558915381946,
|
|
"wilsonLowerBound": 0.27638452118780804
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29246,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14990,
|
|
"successRate": 0.5125487246119127,
|
|
"wilsonLowerBound": 0.5068187532852712
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68653,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7435,
|
|
"successRate": 0.10829825353589792,
|
|
"wilsonLowerBound": 0.10599553981003298
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14449,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2608,
|
|
"successRate": 0.1804969202020901,
|
|
"wilsonLowerBound": 0.17431095070734823
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-22T14:49:55.258474+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1026.3658536585367,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.0246919593905508,
|
|
"queueFactor": 0.9705459634523,
|
|
"queueWeight": 0.9705459634523,
|
|
"recentSuccess": 40,
|
|
"recentSuccessRate": 0.24390243902439024,
|
|
"recentTerminal": 164,
|
|
"recentWilsonLowerBound": 0.18453161180997218,
|
|
"running": 8,
|
|
"selectionWeight": 0.9945106449685273,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.333333333333332,
|
|
"waiting": 28054
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1204.2962962962963,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9475484691751466,
|
|
"queueWeight": 0.9475484691751466,
|
|
"recentSuccess": 56,
|
|
"recentSuccessRate": 0.345679012345679,
|
|
"recentTerminal": 162,
|
|
"recentWilsonLowerBound": 0.27678174815808515,
|
|
"running": 8,
|
|
"selectionWeight": 2.368871172937866,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.0,
|
|
"waiting": 32516
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 106.63235294117646,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.16956611298632723,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.11397058823529412,
|
|
"recentTerminal": 272,
|
|
"recentWilsonLowerBound": 0.0814620248387388,
|
|
"running": 8,
|
|
"selectionWeight": 0.2204359468822254,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 45.333333333333336,
|
|
"waiting": 4834
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1212.2,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.0913043407863458,
|
|
"queueFactor": 0.946619169677184,
|
|
"queueWeight": 0.946619169677184,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.1111111111111111,
|
|
"recentTerminal": 90,
|
|
"recentWilsonLowerBound": 0.06148252970210239,
|
|
"running": 7,
|
|
"selectionWeight": 0.08643043926309331,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.0,
|
|
"waiting": 18183
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 361.811320754717,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.25672872860870516,
|
|
"queueFactor": 1.134851704323562,
|
|
"queueWeight": 1.134851704323562,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.14465408805031446,
|
|
"recentTerminal": 159,
|
|
"recentWilsonLowerBound": 0.09836371673419139,
|
|
"running": 7,
|
|
"selectionWeight": 0.2913490352104103,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.5,
|
|
"waiting": 9588
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 39.227356746765246,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.11239151256301738,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 48,
|
|
"recentSuccessRate": 0.08872458410351201,
|
|
"recentTerminal": 541,
|
|
"recentWilsonLowerBound": 0.06757263590616776,
|
|
"running": 24,
|
|
"selectionWeight": 0.1461089663319226,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 90.16666666666667,
|
|
"waiting": 3537
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 90.52772466539196,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.7835598490277642,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 102,
|
|
"recentSuccessRate": 0.1950286806883365,
|
|
"recentTerminal": 523,
|
|
"recentWilsonLowerBound": 0.16334528915163016,
|
|
"running": 4,
|
|
"selectionWeight": 1.0186278037360934,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 87.16666666666667,
|
|
"waiting": 7891
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2477.230769230769,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.6091980723849231,
|
|
"queueFactor": 0.8503867153746371,
|
|
"queueWeight": 0.8503867153746371,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.2564102564102564,
|
|
"recentTerminal": 39,
|
|
"recentWilsonLowerBound": 0.1456862584345219,
|
|
"running": 2,
|
|
"selectionWeight": 0.5180539477879751,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.5,
|
|
"waiting": 16102
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 349.811320754717,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.3932866829501287,
|
|
"queueFactor": 1.1406078544520937,
|
|
"queueWeight": 1.1406078544520937,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.16981132075471697,
|
|
"recentTerminal": 159,
|
|
"recentWilsonLowerBound": 0.11940776062040102,
|
|
"running": 8,
|
|
"selectionWeight": 0.4485858796243271,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.5,
|
|
"waiting": 9270
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 569.2131147540983,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.6475810894335471,
|
|
"queueFactor": 1.0602791036584616,
|
|
"queueWeight": 1.0602791036584616,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.21311475409836064,
|
|
"recentTerminal": 122,
|
|
"recentWilsonLowerBound": 0.14978911098268174,
|
|
"running": 4,
|
|
"selectionWeight": 0.6866166970507713,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.333333333333332,
|
|
"waiting": 11574
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2158.356164383562,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.19239523919630153,
|
|
"queueFactor": 0.8681464029140391,
|
|
"queueWeight": 0.8681464029140391,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.1506849315068493,
|
|
"recentTerminal": 73,
|
|
"recentWilsonLowerBound": 0.08627588209726772,
|
|
"running": 4,
|
|
"selectionWeight": 0.1670272348460553,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.166666666666666,
|
|
"waiting": 26260
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1364.8536585365855,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9299262853846372,
|
|
"queueWeight": 0.9299262853846372,
|
|
"recentSuccess": 3,
|
|
"recentSuccessRate": 0.036585365853658534,
|
|
"recentTerminal": 82,
|
|
"recentWilsonLowerBound": 0.012519346180045791,
|
|
"running": 2,
|
|
"selectionWeight": 0.04649631426923186,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 13.666666666666666,
|
|
"waiting": 18653
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 655.4285714285714,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.20142221942676602,
|
|
"queueFactor": 1.038084320865198,
|
|
"queueWeight": 1.038084320865198,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.13095238095238096,
|
|
"recentTerminal": 168,
|
|
"recentWilsonLowerBound": 0.0880928777218803,
|
|
"running": 16,
|
|
"selectionWeight": 0.2090932478607953,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.0,
|
|
"waiting": 18352
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1323.375,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.2910971004526049,
|
|
"queueFactor": 0.9342411618636699,
|
|
"queueWeight": 0.9342411618636699,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.16071428571428573,
|
|
"recentTerminal": 112,
|
|
"recentWilsonLowerBound": 0.10414453380551848,
|
|
"running": 6,
|
|
"selectionWeight": 0.271954893341987,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.666666666666668,
|
|
"waiting": 24703
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-22T14:49:55.258474+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-22T14:49:55.258474+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
|
|
}
|