791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-21T07:51:14.573851+00:00",
|
|
"communityError": "ModelHubAPIError: 分页大小不能超过100",
|
|
"communitySample": {},
|
|
"communityUpdatedAt": null,
|
|
"frameworkAttemptedAt": "2026-10-21T06:44:53.712774+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43748,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 22018,
|
|
"successRate": 0.5032915790436134,
|
|
"wilsonLowerBound": 0.4986061940035231
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58264,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15548,
|
|
"successRate": 0.26685431827543593,
|
|
"wilsonLowerBound": 0.2632781732778643
|
|
},
|
|
"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": 5379,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1719,
|
|
"successRate": 0.3195761293920803,
|
|
"wilsonLowerBound": 0.3072468337392935
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38728,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18540,
|
|
"successRate": 0.4787234042553192,
|
|
"wilsonLowerBound": 0.47375045276138844
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40644,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11108,
|
|
"successRate": 0.27329987205983663,
|
|
"wilsonLowerBound": 0.2689887833871047
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14320,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5922,
|
|
"successRate": 0.41354748603351954,
|
|
"wilsonLowerBound": 0.4055056191916817
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64289,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.1881814929459161,
|
|
"wilsonLowerBound": 0.18517877522950157
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 35525,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7465,
|
|
"successRate": 0.21013370865587613,
|
|
"wilsonLowerBound": 0.20592860080054468
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8393,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 117,
|
|
"successRate": 0.013940188252114858,
|
|
"wilsonLowerBound": 0.011644974110972968
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26791,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3291,
|
|
"successRate": 0.12283975962076817,
|
|
"wilsonLowerBound": 0.11896303729273625
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16523,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10143436421957272,
|
|
"wilsonLowerBound": 0.09692320816306216
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 17597,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6770,
|
|
"successRate": 0.38472466897766666,
|
|
"wilsonLowerBound": 0.37756193325768256
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24829,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3809,
|
|
"successRate": 0.15340931974706995,
|
|
"wilsonLowerBound": 0.14898026907565579
|
|
},
|
|
"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": 55567,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13965,
|
|
"successRate": 0.25131822844494034,
|
|
"wilsonLowerBound": 0.24772881839664662
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25412,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3254,
|
|
"successRate": 0.1280497402801826,
|
|
"wilsonLowerBound": 0.1239974945143254
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87129,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.1121555394874267,
|
|
"wilsonLowerBound": 0.1100772803468428
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 49590,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5680,
|
|
"successRate": 0.11453922161726154,
|
|
"wilsonLowerBound": 0.11176604427573857
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 52065,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3803,
|
|
"successRate": 0.07304331124555843,
|
|
"wilsonLowerBound": 0.07083954075439755
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 95043,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23974,
|
|
"successRate": 0.25224372126300726,
|
|
"wilsonLowerBound": 0.24949264674501162
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 149,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5681,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 590,
|
|
"successRate": 0.10385495511353635,
|
|
"wilsonLowerBound": 0.0961876547107571
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112917,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16539,
|
|
"successRate": 0.14647041632349425,
|
|
"wilsonLowerBound": 0.1444201016721459
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 312,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.003205128205128205,
|
|
"wilsonLowerBound": 0.0005659935005814385
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25907,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4174,
|
|
"successRate": 0.16111475662948238,
|
|
"wilsonLowerBound": 0.15668826329504354
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44368,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5727,
|
|
"successRate": 0.1290795167688424,
|
|
"wilsonLowerBound": 0.12599171146706045
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8492,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 819,
|
|
"successRate": 0.09644371172868582,
|
|
"wilsonLowerBound": 0.09034631651909467
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35732,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7195,
|
|
"successRate": 0.20136012537781262,
|
|
"wilsonLowerBound": 0.1972342793447701
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61566,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12430,
|
|
"successRate": 0.20189715102491634,
|
|
"wilsonLowerBound": 0.19874491293207971
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18574,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5264,
|
|
"successRate": 0.2834069128889846,
|
|
"wilsonLowerBound": 0.27697117359918955
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16271,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3932,
|
|
"successRate": 0.2416569356523877,
|
|
"wilsonLowerBound": 0.2351405982519807
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69696,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19156,
|
|
"successRate": 0.2748507805325987,
|
|
"wilsonLowerBound": 0.2715487862791776
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1732,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1024,
|
|
"successRate": 0.5912240184757506,
|
|
"wilsonLowerBound": 0.5678942252867059
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48628,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.4468618902689808,
|
|
"wilsonLowerBound": 0.4424473385673546
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41258,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5246,
|
|
"successRate": 0.12715109796887877,
|
|
"wilsonLowerBound": 0.12397113920176318
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1252,
|
|
"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": 10114,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 766,
|
|
"successRate": 0.07573660272889064,
|
|
"wilsonLowerBound": 0.07073976685401544
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7848,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3451,
|
|
"successRate": 0.4397298674821611,
|
|
"wilsonLowerBound": 0.42878033493428536
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7433,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.0329611193327055,
|
|
"wilsonLowerBound": 0.02913746388780375
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19780,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5616,
|
|
"successRate": 0.2839231547017189,
|
|
"wilsonLowerBound": 0.2776817707423847
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29143,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14920,
|
|
"successRate": 0.5119582747143396,
|
|
"wilsonLowerBound": 0.5062180966967312
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68524,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7409,
|
|
"successRate": 0.10812270153522853,
|
|
"wilsonLowerBound": 0.1058195093149271
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14351,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2570,
|
|
"successRate": 0.1790815971012473,
|
|
"wilsonLowerBound": 0.17289451263474975
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-21T07:51:14.573851+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1095.058064516129,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 1.002128908764185,
|
|
"queueWeight": 1.002128908764185,
|
|
"recentSuccess": 48,
|
|
"recentSuccessRate": 0.3096774193548387,
|
|
"recentTerminal": 155,
|
|
"recentWilsonLowerBound": 0.24222892845733507,
|
|
"running": 8,
|
|
"selectionWeight": 2.505322271910462,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.833333333333332,
|
|
"waiting": 28289
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1323.6486486486485,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.2209914527288683,
|
|
"queueFactor": 0.9740320663935552,
|
|
"queueWeight": 0.9740320663935552,
|
|
"recentSuccess": 44,
|
|
"recentSuccessRate": 0.2972972972972973,
|
|
"recentTerminal": 148,
|
|
"recentWilsonLowerBound": 0.22954376370104174,
|
|
"running": 8,
|
|
"selectionWeight": 2.163316894143924,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.666666666666668,
|
|
"waiting": 32650
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 155.43646408839777,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.15398959406406612,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.10497237569060773,
|
|
"recentTerminal": 181,
|
|
"recentWilsonLowerBound": 0.06823733909015749,
|
|
"running": 8,
|
|
"selectionWeight": 0.20018647228328595,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 30.166666666666668,
|
|
"waiting": 4689
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1126.3298969072164,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.5402825368633468,
|
|
"queueFactor": 0.9979052809531158,
|
|
"queueWeight": 0.9979052809531158,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.18556701030927836,
|
|
"recentTerminal": 97,
|
|
"recentWilsonLowerBound": 0.12072806645374706,
|
|
"running": 7,
|
|
"selectionWeight": 0.5391507967426803,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.166666666666668,
|
|
"waiting": 18209
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 342.2774566473989,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.738692380464967,
|
|
"queueFactor": 1.1931153092225881,
|
|
"queueWeight": 1.1931153092225881,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.1907514450867052,
|
|
"recentTerminal": 173,
|
|
"recentWilsonLowerBound": 0.13917297852719077,
|
|
"running": 7,
|
|
"selectionWeight": 0.8813451879388288,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.833333333333332,
|
|
"waiting": 9869
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 61.89565217391304,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.0463768115942029,
|
|
"recentTerminal": 345,
|
|
"recentWilsonLowerBound": 0.02874508204823863,
|
|
"running": 21,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 57.5,
|
|
"waiting": 3559
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 341.45070422535207,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.193548196345014,
|
|
"queueWeight": 1.193548196345014,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.056338028169014086,
|
|
"recentTerminal": 142,
|
|
"recentWilsonLowerBound": 0.028820370601525463,
|
|
"running": 4,
|
|
"selectionWeight": 0.059677409817250705,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 23.666666666666668,
|
|
"waiting": 8081
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2158.4,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.5878196830531904,
|
|
"queueFactor": 0.9051475347017156,
|
|
"queueWeight": 0.9051475347017156,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.2222222222222222,
|
|
"recentTerminal": 45,
|
|
"recentWilsonLowerBound": 0.12544551866005635,
|
|
"running": 2,
|
|
"selectionWeight": 0.5320635369647392,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.5,
|
|
"waiting": 16188
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 389.9183673469388,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.0678351456743187,
|
|
"queueFactor": 1.1700195237206437,
|
|
"queueWeight": 1.1700195237206437,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.22448979591836735,
|
|
"recentTerminal": 147,
|
|
"recentWilsonLowerBound": 0.16455104523179406,
|
|
"running": 8,
|
|
"selectionWeight": 1.2493879685540306,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.5,
|
|
"waiting": 9553
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 558.047619047619,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.5159517523095378,
|
|
"queueFactor": 1.1087623590247622,
|
|
"queueWeight": 1.1087623590247622,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.1746031746031746,
|
|
"recentTerminal": 126,
|
|
"recentWilsonLowerBound": 0.11822571654205201,
|
|
"running": 4,
|
|
"selectionWeight": 0.572067882033683,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.0,
|
|
"waiting": 11719
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2154.904109589041,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.3309110999517758,
|
|
"queueFactor": 0.9053676454515412,
|
|
"queueWeight": 0.9053676454515412,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.1643835616438356,
|
|
"recentTerminal": 73,
|
|
"recentWilsonLowerBound": 0.09661201862809403,
|
|
"running": 4,
|
|
"selectionWeight": 0.2995962034171189,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.166666666666666,
|
|
"waiting": 26218
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2591.5813953488373,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.33700234694761655,
|
|
"queueFactor": 0.8806522209709404,
|
|
"queueWeight": 0.8806522209709404,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.18604651162790697,
|
|
"recentTerminal": 43,
|
|
"recentWilsonLowerBound": 0.09741635580105981,
|
|
"running": 2,
|
|
"selectionWeight": 0.2967818653118379,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.166666666666667,
|
|
"waiting": 18573
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1795.741935483871,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9304704258401467,
|
|
"queueWeight": 0.9304704258401467,
|
|
"recentSuccess": 4,
|
|
"recentSuccessRate": 0.06451612903225806,
|
|
"recentTerminal": 62,
|
|
"recentWilsonLowerBound": 0.025372494807644,
|
|
"running": 16,
|
|
"selectionWeight": 0.04652352129200734,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 10.333333333333334,
|
|
"waiting": 18556
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1404.6857142857143,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.7797167673375884,
|
|
"queueFactor": 0.9653888708344643,
|
|
"queueWeight": 0.9653888708344643,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.20952380952380953,
|
|
"recentTerminal": 105,
|
|
"recentWilsonLowerBound": 0.1426344996383833,
|
|
"running": 6,
|
|
"selectionWeight": 0.7527298895907333,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.5,
|
|
"waiting": 24582
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-21T07:51:14.573851+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-21T07:51:14.573851+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b3",
|
|
"Ascend_910-b4",
|
|
"hygon_k100-ai",
|
|
"Biren_166m",
|
|
"MetaX_c-500",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|