791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-22T22:42:30.056396+00:00",
|
|
"communityError": "ModelHubAPIError: 分页大小不能超过100",
|
|
"communitySample": {},
|
|
"communityUpdatedAt": null,
|
|
"frameworkAttemptedAt": "2026-10-22T21:16:34.162168+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43920,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 22132,
|
|
"successRate": 0.5039162112932605,
|
|
"wilsonLowerBound": 0.4992399969650459
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58519,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15603,
|
|
"successRate": 0.2666313505015465,
|
|
"wilsonLowerBound": 0.2630639391729495
|
|
},
|
|
"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": 5564,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1792,
|
|
"successRate": 0.32207045291157443,
|
|
"wilsonLowerBound": 0.3099187664129495
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38971,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18717,
|
|
"successRate": 0.48028020836006263,
|
|
"wilsonLowerBound": 0.47532198963644784
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40845,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11184,
|
|
"successRate": 0.2738156445097319,
|
|
"wilsonLowerBound": 0.26951253410240456
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14575,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6007,
|
|
"successRate": 0.41214408233276156,
|
|
"wilsonLowerBound": 0.404177056426847
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64307,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12099,
|
|
"successRate": 0.18814436997527487,
|
|
"wilsonLowerBound": 0.18514230103244683
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 36421,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7644,
|
|
"successRate": 0.20987891600999423,
|
|
"wilsonLowerBound": 0.2057273593848984
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8449,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 117,
|
|
"successRate": 0.013847792638182033,
|
|
"wilsonLowerBound": 0.011567710061743125
|
|
}
|
|
},
|
|
"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": 17896,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6876,
|
|
"successRate": 0.3842199374161824,
|
|
"wilsonLowerBound": 0.3771189324063868
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24845,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3811,
|
|
"successRate": 0.15339102435097604,
|
|
"wilsonLowerBound": 0.14896360434012607
|
|
},
|
|
"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": 56270,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14114,
|
|
"successRate": 0.2508263728452106,
|
|
"wilsonLowerBound": 0.24726171332804917
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25742,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3326,
|
|
"successRate": 0.12920518996192992,
|
|
"wilsonLowerBound": 0.125162818567416
|
|
},
|
|
"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": 50356,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5767,
|
|
"successRate": 0.11452458495511955,
|
|
"wilsonLowerBound": 0.11177251120538105
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 52848,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3868,
|
|
"successRate": 0.07319103844989404,
|
|
"wilsonLowerBound": 0.07100134845779771
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 95269,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 24082,
|
|
"successRate": 0.2527789732231891,
|
|
"wilsonLowerBound": 0.25002919411801594
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 156,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5718,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 591,
|
|
"successRate": 0.10335781741867786,
|
|
"wilsonLowerBound": 0.09573158051257669
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112943,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16542,
|
|
"successRate": 0.1464632602286109,
|
|
"wilsonLowerBound": 0.14441322217359268
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 334,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.0029940119760479044,
|
|
"wilsonLowerBound": 0.0005286986847552426
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 26344,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4241,
|
|
"successRate": 0.16098542362587306,
|
|
"wilsonLowerBound": 0.15659684056859108
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44649,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5810,
|
|
"successRate": 0.13012609464937624,
|
|
"wilsonLowerBound": 0.12703712656592575
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8565,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 840,
|
|
"successRate": 0.09807355516637478,
|
|
"wilsonLowerBound": 0.09195383894812321
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35958,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7266,
|
|
"successRate": 0.20206908059402637,
|
|
"wilsonLowerBound": 0.19795059761263814
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61584,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12431,
|
|
"successRate": 0.20185437776045725,
|
|
"wilsonLowerBound": 0.19870285119276418
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19139,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5435,
|
|
"successRate": 0.2839751293171012,
|
|
"wilsonLowerBound": 0.27763044944991894
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16424,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3967,
|
|
"successRate": 0.24153677545056015,
|
|
"wilsonLowerBound": 0.2350517102042789
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 70054,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19241,
|
|
"successRate": 0.27465954834841694,
|
|
"wilsonLowerBound": 0.2713666950377904
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1892,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1091,
|
|
"successRate": 0.5766384778012685,
|
|
"wilsonLowerBound": 0.5542412189405036
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48700,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21766,
|
|
"successRate": 0.4469404517453799,
|
|
"wilsonLowerBound": 0.4425290805093777
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41509,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5316,
|
|
"successRate": 0.12806861162639427,
|
|
"wilsonLowerBound": 0.12488824290948145
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1284,
|
|
"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": 7947,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3496,
|
|
"successRate": 0.43991443311941614,
|
|
"wilsonLowerBound": 0.42903251991423963
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7441,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.03292568203198495,
|
|
"wilsonLowerBound": 0.02910607955810595
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 20357,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5768,
|
|
"successRate": 0.28334233924448593,
|
|
"wilsonLowerBound": 0.27719337920801895
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29269,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15006,
|
|
"successRate": 0.5126926099285934,
|
|
"wilsonLowerBound": 0.5069649134739714
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68769,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7460,
|
|
"successRate": 0.1084791112274426,
|
|
"wilsonLowerBound": 0.10617660930885846
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14471,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2616,
|
|
"successRate": 0.18077534379103033,
|
|
"wilsonLowerBound": 0.17459017554916595
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-22T22:42:30.056396+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1995.7857142857142,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.6104283061839306,
|
|
"queueFactor": 0.8877461242979007,
|
|
"queueWeight": 0.8877461242979007,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.27380952380952384,
|
|
"recentTerminal": 84,
|
|
"recentWilsonLowerBound": 0.18992693848374492,
|
|
"running": 10,
|
|
"selectionWeight": 0.5419053629765166,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.0,
|
|
"waiting": 27941
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1290.7152317880793,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.947722750348057,
|
|
"queueWeight": 0.947722750348057,
|
|
"recentSuccess": 66,
|
|
"recentSuccessRate": 0.4370860927152318,
|
|
"recentTerminal": 151,
|
|
"recentWilsonLowerBound": 0.360501585318845,
|
|
"running": 8,
|
|
"selectionWeight": 2.3693068758701425,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.166666666666668,
|
|
"waiting": 32483
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 148.59574468085106,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.29760395531807016,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 35,
|
|
"recentSuccessRate": 0.18617021276595744,
|
|
"recentTerminal": 188,
|
|
"recentWilsonLowerBound": 0.13701566406233257,
|
|
"running": 8,
|
|
"selectionWeight": 0.3868851419134912,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 31.333333333333332,
|
|
"waiting": 4656
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1134.125,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.44960898865095994,
|
|
"queueFactor": 0.9662883261584996,
|
|
"queueWeight": 0.9662883261584996,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.23958333333333334,
|
|
"recentTerminal": 96,
|
|
"recentWilsonLowerBound": 0.16528105536529172,
|
|
"running": 7,
|
|
"selectionWeight": 0.43445191706935193,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.0,
|
|
"waiting": 18146
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 333.6842105263158,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.18667327943317605,
|
|
"queueFactor": 1.1609286333733049,
|
|
"queueWeight": 1.1609286333733049,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.15789473684210525,
|
|
"recentTerminal": 171,
|
|
"recentWilsonLowerBound": 0.11084065015508984,
|
|
"running": 7,
|
|
"selectionWeight": 0.21671435517967014,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.5,
|
|
"waiting": 9510
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 46.36717062634989,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.22819343168882125,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 70,
|
|
"recentSuccessRate": 0.1511879049676026,
|
|
"recentTerminal": 463,
|
|
"recentWilsonLowerBound": 0.12143530435902697,
|
|
"running": 25,
|
|
"selectionWeight": 0.29665146119546765,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 77.16666666666667,
|
|
"waiting": 3578
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 197.175,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.25840282432235756,
|
|
"queueFactor": 1.2562558408041955,
|
|
"queueWeight": 1.2562558408041955,
|
|
"recentSuccess": 41,
|
|
"recentSuccessRate": 0.17083333333333334,
|
|
"recentTerminal": 240,
|
|
"recentWilsonLowerBound": 0.12849544889629014,
|
|
"running": 1,
|
|
"selectionWeight": 0.3246200573352621,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 40.0,
|
|
"waiting": 7887
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 3336.4137931034484,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.3473362724094161,
|
|
"queueFactor": 0.821890357326967,
|
|
"queueWeight": 0.821890357326967,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.27586206896551724,
|
|
"recentTerminal": 29,
|
|
"recentWilsonLowerBound": 0.1469858133850274,
|
|
"running": 2,
|
|
"selectionWeight": 0.28547233304319175,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 4.833333333333333,
|
|
"waiting": 16126
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 321.96491228070175,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.4258493250258954,
|
|
"queueFactor": 1.1671712722312757,
|
|
"queueWeight": 1.1671712722312757,
|
|
"recentSuccess": 37,
|
|
"recentSuccessRate": 0.21637426900584794,
|
|
"recentTerminal": 171,
|
|
"recentWilsonLowerBound": 0.16125208546227277,
|
|
"running": 9,
|
|
"selectionWeight": 0.4970390984693044,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.5,
|
|
"waiting": 9176
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 435.47169811320754,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.40294972964113485,
|
|
"queueFactor": 1.1154802392626277,
|
|
"queueWeight": 1.1154802392626277,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.2138364779874214,
|
|
"recentTerminal": 159,
|
|
"recentWilsonLowerBound": 0.15725118739095928,
|
|
"running": 6,
|
|
"selectionWeight": 0.44948246083090426,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.5,
|
|
"waiting": 11540
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1559.2871287128714,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.5567944040293145,
|
|
"queueFactor": 0.9212276346502736,
|
|
"queueWeight": 0.9212276346502736,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.25742574257425743,
|
|
"recentTerminal": 101,
|
|
"recentWilsonLowerBound": 0.18215123164243846,
|
|
"running": 4,
|
|
"selectionWeight": 0.5129343918104341,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.833333333333332,
|
|
"waiting": 26248
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2073.6666666666665,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.8826632183769547,
|
|
"queueWeight": 0.8826632183769547,
|
|
"recentSuccess": 5,
|
|
"recentSuccessRate": 0.09259259259259259,
|
|
"recentTerminal": 54,
|
|
"recentWilsonLowerBound": 0.040200542070567336,
|
|
"running": 2,
|
|
"selectionWeight": 0.04413316091884774,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 9.0,
|
|
"waiting": 18663
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 670.564417177914,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.7871628408850773,
|
|
"queueFactor": 1.0455379371775413,
|
|
"queueWeight": 1.0455379371775413,
|
|
"recentSuccess": 45,
|
|
"recentSuccessRate": 0.27607361963190186,
|
|
"recentTerminal": 163,
|
|
"recentWilsonLowerBound": 0.21319744025496024,
|
|
"running": 17,
|
|
"selectionWeight": 0.8230086128817968,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.166666666666668,
|
|
"waiting": 18217
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1334.4864864864865,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 1.0629043321330653,
|
|
"queueFactor": 0.9429935980647992,
|
|
"queueWeight": 0.9429935980647992,
|
|
"recentSuccess": 36,
|
|
"recentSuccessRate": 0.32432432432432434,
|
|
"recentTerminal": 111,
|
|
"recentWilsonLowerBound": 0.24438140906406047,
|
|
"running": 7,
|
|
"selectionWeight": 1.0023119805568217,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.5,
|
|
"waiting": 24688
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-22T22:40:40.459569+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-22T22:40:40.459569+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
|
|
}
|