791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-22T14:20:39.372439+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": "2026-10-22T14:22:24.067475+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1014.2891566265059,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.208936579999564,
|
|
"queueFactor": 0.9719203405725134,
|
|
"queueWeight": 0.9719203405725134,
|
|
"recentSuccess": 42,
|
|
"recentSuccessRate": 0.25301204819277107,
|
|
"recentTerminal": 166,
|
|
"recentWilsonLowerBound": 0.1929778781992498,
|
|
"running": 8,
|
|
"selectionWeight": 1.1749900525637458,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.666666666666668,
|
|
"waiting": 28062
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1327.3877551020407,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9334805374361207,
|
|
"queueWeight": 0.9334805374361207,
|
|
"recentSuccess": 50,
|
|
"recentSuccessRate": 0.3401360544217687,
|
|
"recentTerminal": 147,
|
|
"recentWilsonLowerBound": 0.2684931463856841,
|
|
"running": 8,
|
|
"selectionWeight": 2.3337013435903016,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.5,
|
|
"waiting": 32521
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 110.74809160305344,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.11208728968070479,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.09541984732824428,
|
|
"recentTerminal": 262,
|
|
"recentWilsonLowerBound": 0.06546837319086797,
|
|
"running": 8,
|
|
"selectionWeight": 0.14571347658491624,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 43.666666666666664,
|
|
"waiting": 4836
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1124.845360824742,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.08253844912812744,
|
|
"queueFactor": 0.9569538971163613,
|
|
"queueWeight": 0.9569538971163613,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.10309278350515463,
|
|
"recentTerminal": 97,
|
|
"recentWilsonLowerBound": 0.05696687937241661,
|
|
"running": 7,
|
|
"selectionWeight": 0.07898549055510208,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.166666666666668,
|
|
"waiting": 18185
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 328.86857142857144,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.37301368733711526,
|
|
"queueFactor": 1.1508045832463734,
|
|
"queueWeight": 1.1508045832463734,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.16,
|
|
"recentTerminal": 175,
|
|
"recentWilsonLowerBound": 0.11307870395124361,
|
|
"running": 7,
|
|
"selectionWeight": 0.42926586100118197,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.166666666666668,
|
|
"waiting": 9592
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 39.055350553505534,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.06611803068527909,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 38,
|
|
"recentSuccessRate": 0.07011070110701106,
|
|
"recentTerminal": 542,
|
|
"recentWilsonLowerBound": 0.05150307498257384,
|
|
"running": 24,
|
|
"selectionWeight": 0.08595343989086282,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 90.33333333333333,
|
|
"waiting": 3528
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 93.60474308300395,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.5130431310497803,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 81,
|
|
"recentSuccessRate": 0.1600790513833992,
|
|
"recentTerminal": 506,
|
|
"recentWilsonLowerBound": 0.13070829348949842,
|
|
"running": 4,
|
|
"selectionWeight": 0.6669560703647144,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 84.33333333333333,
|
|
"waiting": 7894
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2760.342857142857,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.6120961737769143,
|
|
"queueFactor": 0.8363931828559591,
|
|
"queueWeight": 0.8363931828559591,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.2571428571428571,
|
|
"recentTerminal": 35,
|
|
"recentWilsonLowerBound": 0.14162868726550137,
|
|
"running": 2,
|
|
"selectionWeight": 0.5119530669992276,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 5.833333333333333,
|
|
"waiting": 16102
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 363.4901960784314,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.5538653947848792,
|
|
"queueFactor": 1.133655327717413,
|
|
"queueWeight": 1.133655327717413,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.1895424836601307,
|
|
"recentTerminal": 153,
|
|
"recentWilsonLowerBound": 0.13533712360185063,
|
|
"running": 8,
|
|
"selectionWeight": 0.6278924556361866,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.5,
|
|
"waiting": 9269
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 637.5412844036697,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.5711082229563688,
|
|
"queueFactor": 1.0420263270891577,
|
|
"queueWeight": 1.0420263270891577,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.2018348623853211,
|
|
"recentTerminal": 109,
|
|
"recentWilsonLowerBound": 0.13723625011246085,
|
|
"running": 4,
|
|
"selectionWeight": 0.5951098039376407,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.166666666666668,
|
|
"waiting": 11582
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2541.6774193548385,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.3822060915560213,
|
|
"queueFactor": 0.8468117472018215,
|
|
"queueWeight": 0.8468117472018215,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.1935483870967742,
|
|
"recentTerminal": 62,
|
|
"recentWilsonLowerBound": 0.11433696420146607,
|
|
"running": 4,
|
|
"selectionWeight": 0.32365660818173375,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 10.333333333333334,
|
|
"waiting": 26264
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1434.8461538461538,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9226439492095313,
|
|
"queueWeight": 0.9226439492095313,
|
|
"recentSuccess": 4,
|
|
"recentSuccessRate": 0.05128205128205128,
|
|
"recentTerminal": 78,
|
|
"recentWilsonLowerBound": 0.020120686846503352,
|
|
"running": 2,
|
|
"selectionWeight": 0.046132197460476566,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 13.0,
|
|
"waiting": 18653
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 663.4698795180723,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.12863514198991757,
|
|
"queueFactor": 1.0358139530290884,
|
|
"queueWeight": 1.0358139530290884,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.10843373493975904,
|
|
"recentTerminal": 166,
|
|
"recentWilsonLowerBound": 0.06969712284719076,
|
|
"running": 16,
|
|
"selectionWeight": 0.1332420749230346,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.666666666666668,
|
|
"waiting": 18356
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1559.9368421052632,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.3858768119458835,
|
|
"queueFactor": 0.9111479163491701,
|
|
"queueWeight": 0.9111479163491701,
|
|
"recentSuccess": 17,
|
|
"recentSuccessRate": 0.17894736842105263,
|
|
"recentTerminal": 95,
|
|
"recentWilsonLowerBound": 0.11483479785573532,
|
|
"running": 6,
|
|
"selectionWeight": 0.3515908531719523,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.833333333333334,
|
|
"waiting": 24699
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-22T14:18:54.860320+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-22T14:18:54.860320+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
|
|
}
|