791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-22T14:13:54.968082+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": "2026-10-22T14:17:14.362480+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1026.8048780487804,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.204611833802623,
|
|
"queueFactor": 0.9712442129677059,
|
|
"queueWeight": 0.9712442129677059,
|
|
"recentSuccess": 41,
|
|
"recentSuccessRate": 0.25,
|
|
"recentTerminal": 164,
|
|
"recentWilsonLowerBound": 0.18996274069699556,
|
|
"running": 8,
|
|
"selectionWeight": 1.1699722724532136,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.333333333333332,
|
|
"waiting": 28066
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1309.8120805369128,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9364191442196419,
|
|
"queueWeight": 0.9364191442196419,
|
|
"recentSuccess": 50,
|
|
"recentSuccessRate": 0.33557046979865773,
|
|
"recentTerminal": 149,
|
|
"recentWilsonLowerBound": 0.26472902222515887,
|
|
"running": 8,
|
|
"selectionWeight": 2.3410478605491045,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.833333333333332,
|
|
"waiting": 32527
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 107.84386617100371,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.10902486420764457,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.09293680297397769,
|
|
"recentTerminal": 269,
|
|
"recentWilsonLowerBound": 0.06374283118994653,
|
|
"running": 8,
|
|
"selectionWeight": 0.14173232346993794,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 44.833333333333336,
|
|
"waiting": 4835
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1091.1599999999999,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.07953100159110141,
|
|
"queueFactor": 0.9624282605186882,
|
|
"queueWeight": 0.9624282605186882,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.1,
|
|
"recentTerminal": 100,
|
|
"recentWilsonLowerBound": 0.05522854161313613,
|
|
"running": 7,
|
|
"selectionWeight": 0.07654288351863275,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.666666666666668,
|
|
"waiting": 18186
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 323.35955056179773,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.3703512171513284,
|
|
"queueFactor": 1.1550446656006113,
|
|
"queueWeight": 1.1550446656006113,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.15730337078651685,
|
|
"recentTerminal": 178,
|
|
"recentWilsonLowerBound": 0.11113096520060982,
|
|
"running": 7,
|
|
"selectionWeight": 0.4277721977693355,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.666666666666668,
|
|
"waiting": 9593
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 40.76538461538461,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05203246799844523,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.06346153846153846,
|
|
"recentTerminal": 520,
|
|
"recentWilsonLowerBound": 0.045541581578957054,
|
|
"running": 24,
|
|
"selectionWeight": 0.0676422083979788,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 86.66666666666667,
|
|
"waiting": 3533
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 98.08695652173913,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.5350938709451553,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 78,
|
|
"recentSuccessRate": 0.16149068322981366,
|
|
"recentTerminal": 483,
|
|
"recentWilsonLowerBound": 0.13136474093950795,
|
|
"running": 6,
|
|
"selectionWeight": 0.6956220322287019,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 80.5,
|
|
"waiting": 7896
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2684.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.5916502123655604,
|
|
"queueFactor": 0.8408804507606591,
|
|
"queueWeight": 0.8408804507606591,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.25,
|
|
"recentTerminal": 36,
|
|
"recentWilsonLowerBound": 0.13750323839225387,
|
|
"running": 2,
|
|
"selectionWeight": 0.4975070972665921,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.0,
|
|
"waiting": 16104
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 373.5704697986577,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.5021928499583521,
|
|
"queueFactor": 1.130305268283919,
|
|
"queueWeight": 1.130305268283919,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.18120805369127516,
|
|
"recentTerminal": 149,
|
|
"recentWilsonLowerBound": 0.1276297123181046,
|
|
"running": 8,
|
|
"selectionWeight": 0.567631224002441,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.833333333333332,
|
|
"waiting": 9277
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 599.2758620689656,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.5766895650809356,
|
|
"queueFactor": 1.0529496748432066,
|
|
"queueWeight": 1.0529496748432066,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.19827586206896552,
|
|
"recentTerminal": 116,
|
|
"recentWilsonLowerBound": 0.13591176378176467,
|
|
"running": 4,
|
|
"selectionWeight": 0.6072250900374414,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.333333333333332,
|
|
"waiting": 11586
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2541.774193548387,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.23309433709270666,
|
|
"queueFactor": 0.8477759412463982,
|
|
"queueWeight": 0.8477759412463982,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.16129032258064516,
|
|
"recentTerminal": 62,
|
|
"recentWilsonLowerBound": 0.09003972354068436,
|
|
"running": 4,
|
|
"selectionWeight": 0.19761177102797461,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 10.333333333333334,
|
|
"waiting": 26265
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1533.4520547945206,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9145366244265853,
|
|
"queueWeight": 0.9145366244265853,
|
|
"recentSuccess": 4,
|
|
"recentSuccessRate": 0.0547945205479452,
|
|
"recentTerminal": 73,
|
|
"recentWilsonLowerBound": 0.021512149248934784,
|
|
"running": 2,
|
|
"selectionWeight": 0.04572683122132927,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 12.166666666666666,
|
|
"waiting": 18657
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 663.7951807228916,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.13269338020481614,
|
|
"queueFactor": 1.036923025505573,
|
|
"queueWeight": 1.036923025505573,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.10843373493975904,
|
|
"recentTerminal": 166,
|
|
"recentWilsonLowerBound": 0.06969712284719076,
|
|
"running": 16,
|
|
"selectionWeight": 0.13759282126653927,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.666666666666668,
|
|
"waiting": 18365
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1497.3939393939395,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.36258596362314405,
|
|
"queueFactor": 0.9178066962665028,
|
|
"queueWeight": 0.9178066962665028,
|
|
"recentSuccess": 17,
|
|
"recentSuccessRate": 0.1717171717171717,
|
|
"recentTerminal": 99,
|
|
"recentWilsonLowerBound": 0.11006570016266973,
|
|
"running": 6,
|
|
"selectionWeight": 0.3327838253855642,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.5,
|
|
"waiting": 24707
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-22T14:07:53.663098+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-22T14:07:53.663098+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
|
|
}
|