739 lines
23 KiB
JSON
739 lines
23 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-23T11:03:24.060941+00:00",
|
|
"communityError": "ModelHubAPIError: 分页大小不能超过100",
|
|
"communitySample": {},
|
|
"communityUpdatedAt": null,
|
|
"frameworkAttemptedAt": "2026-10-23T06:15:55.964239+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43964,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 22159,
|
|
"successRate": 0.5040260212901465,
|
|
"wilsonLowerBound": 0.49935214609351847
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58583,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15621,
|
|
"successRate": 0.2666473208951402,
|
|
"wilsonLowerBound": 0.2630817809935259
|
|
},
|
|
"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": 5609,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1809,
|
|
"successRate": 0.3225173827776787,
|
|
"wilsonLowerBound": 0.31040927158514764
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 39025,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18757,
|
|
"successRate": 0.4806406149903908,
|
|
"wilsonLowerBound": 0.4756856508851418
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40893,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11200,
|
|
"successRate": 0.27388550607683465,
|
|
"wilsonLowerBound": 0.26958455933447
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14641,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6035,
|
|
"successRate": 0.4121986203128202,
|
|
"wilsonLowerBound": 0.40424934337112234
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26815,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3293,
|
|
"successRate": 0.12280440052209585,
|
|
"wilsonLowerBound": 0.11892988059770816
|
|
},
|
|
"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": 17974,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6896,
|
|
"successRate": 0.38366529431400914,
|
|
"wilsonLowerBound": 0.37658170973209737
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24847,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3811,
|
|
"successRate": 0.1533786775063388,
|
|
"wilsonLowerBound": 0.14895158306091186
|
|
},
|
|
"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": 56408,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14150,
|
|
"successRate": 0.25085094312863426,
|
|
"wilsonLowerBound": 0.24729050748652223
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25882,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3351,
|
|
"successRate": 0.1294722200757283,
|
|
"wilsonLowerBound": 0.1254370155019984
|
|
},
|
|
"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": 50436,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5774,
|
|
"successRate": 0.11448171940677294,
|
|
"wilsonLowerBound": 0.11173226201847136
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 52998,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3870,
|
|
"successRate": 0.07302162345748896,
|
|
"wilsonLowerBound": 0.07083736811207234
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 95287,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 24092,
|
|
"successRate": 0.2528361686274098,
|
|
"wilsonLowerBound": 0.2500864394652107
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 156,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5722,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 592,
|
|
"successRate": 0.1034603285564488,
|
|
"wilsonLowerBound": 0.09583314316759757
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112950,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16542,
|
|
"successRate": 0.14645418326693227,
|
|
"wilsonLowerBound": 0.14440426160294925
|
|
},
|
|
"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": 26371,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4248,
|
|
"successRate": 0.16108604148496455,
|
|
"wilsonLowerBound": 0.1566985460266171
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44663,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5811,
|
|
"successRate": 0.13010769540783199,
|
|
"wilsonLowerBound": 0.12701939567235843
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8574,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 841,
|
|
"successRate": 0.09808724049451831,
|
|
"wilsonLowerBound": 0.09197024660181953
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 36017,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7281,
|
|
"successRate": 0.2021545381347697,
|
|
"wilsonLowerBound": 0.1980387399113975
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61589,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12431,
|
|
"successRate": 0.2018379905502606,
|
|
"wilsonLowerBound": 0.198686688302206
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19307,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5475,
|
|
"successRate": 0.2835759051121355,
|
|
"wilsonLowerBound": 0.27726147674141
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16465,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3975,
|
|
"successRate": 0.24142119647737625,
|
|
"wilsonLowerBound": 0.23494522717067756
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 70137,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19259,
|
|
"successRate": 0.2745911573064146,
|
|
"wilsonLowerBound": 0.27130050487061963
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1931,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1110,
|
|
"successRate": 0.5748316934230968,
|
|
"wilsonLowerBound": 0.5526541540847068
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48737,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21789,
|
|
"successRate": 0.4470730656380163,
|
|
"wilsonLowerBound": 0.4426632315763324
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41566,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5329,
|
|
"successRate": 0.12820574508011356,
|
|
"wilsonLowerBound": 0.12502605509351106
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1291,
|
|
"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": 10117,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 766,
|
|
"successRate": 0.07571414450924187,
|
|
"wilsonLowerBound": 0.07071873575009961
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7974,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3509,
|
|
"successRate": 0.4400551793328317,
|
|
"wilsonLowerBound": 0.42919120600333155
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7443,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 246,
|
|
"successRate": 0.03305118903667876,
|
|
"wilsonLowerBound": 0.02922456762183645
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 20571,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5823,
|
|
"successRate": 0.2830683972582762,
|
|
"wilsonLowerBound": 0.27695313991044695
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29298,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15019,
|
|
"successRate": 0.5126288483855553,
|
|
"wilsonLowerBound": 0.5069039776736306
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68834,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7472,
|
|
"successRate": 0.10855100676991022,
|
|
"wilsonLowerBound": 0.10624890198732874
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14494,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2624,
|
|
"successRate": 0.18104043052297503,
|
|
"wilsonLowerBound": 0.1748564582451783
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-23T11:05:09.728440+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1257.6992481203006,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.6684130984082859,
|
|
"queueFactor": 0.9739035948974473,
|
|
"queueWeight": 0.9739035948974473,
|
|
"recentSuccess": 43,
|
|
"recentSuccessRate": 0.3233082706766917,
|
|
"recentTerminal": 133,
|
|
"recentWilsonLowerBound": 0.24974159584989838,
|
|
"running": 8,
|
|
"selectionWeight": 1.624873514313818,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.166666666666668,
|
|
"waiting": 27879
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1351.125,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.963492103445547,
|
|
"queueWeight": 0.963492103445547,
|
|
"recentSuccess": 54,
|
|
"recentSuccessRate": 0.375,
|
|
"recentTerminal": 144,
|
|
"recentWilsonLowerBound": 0.3001412023388304,
|
|
"running": 8,
|
|
"selectionWeight": 2.4087302586138675,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.0,
|
|
"waiting": 32427
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1054.4271844660193,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.17789599607122564,
|
|
"queueFactor": 1.0,
|
|
"queueWeight": 1.0,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.14563106796116504,
|
|
"recentTerminal": 103,
|
|
"recentWilsonLowerBound": 0.09028388487703763,
|
|
"running": 7,
|
|
"selectionWeight": 0.17789599607122564,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.166666666666668,
|
|
"waiting": 18101
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 444.5196850393701,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.31625523031827313,
|
|
"queueFactor": 1.1383317242782973,
|
|
"queueWeight": 1.1383317242782973,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.1732283464566929,
|
|
"recentTerminal": 127,
|
|
"recentWilsonLowerBound": 0.11727034762153574,
|
|
"running": 7,
|
|
"selectionWeight": 0.3600033616402299,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.166666666666668,
|
|
"waiting": 9409
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 58.91364902506964,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.0584958217270195,
|
|
"recentTerminal": 359,
|
|
"recentWilsonLowerBound": 0.03857454893166641,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 59.833333333333336,
|
|
"waiting": 3525
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 250.0212765957447,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.2409547446399256,
|
|
"queueWeight": 1.2409547446399256,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.0797872340425532,
|
|
"recentTerminal": 188,
|
|
"recentWilsonLowerBound": 0.04894563964076566,
|
|
"running": 2,
|
|
"selectionWeight": 0.06204773723199628,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 31.333333333333332,
|
|
"waiting": 7834
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 3018.75,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.383137687602203,
|
|
"queueFactor": 0.8540404031706612,
|
|
"queueWeight": 0.8540404031706612,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.375,
|
|
"recentTerminal": 32,
|
|
"recentWilsonLowerBound": 0.2293366846595921,
|
|
"running": 2,
|
|
"selectionWeight": 1.1812554683603216,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 5.333333333333333,
|
|
"waiting": 16100
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 284.2736842105263,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.2908789981354679,
|
|
"queueFactor": 1.217284215044896,
|
|
"queueWeight": 1.217284215044896,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.15789473684210525,
|
|
"recentTerminal": 190,
|
|
"recentWilsonLowerBound": 0.11289551507402966,
|
|
"running": 8,
|
|
"selectionWeight": 0.35408241291837883,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 31.666666666666668,
|
|
"waiting": 9002
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 609.0265486725664,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.4118761723916326,
|
|
"queueFactor": 1.085818046381219,
|
|
"queueWeight": 1.085818046381219,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.19469026548672566,
|
|
"recentTerminal": 113,
|
|
"recentWilsonLowerBound": 0.13223235600316086,
|
|
"running": 4,
|
|
"selectionWeight": 0.4472225808572567,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.833333333333332,
|
|
"waiting": 11470
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2163.2876712328766,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 1.2627122533711665,
|
|
"queueFactor": 0.8978118801346953,
|
|
"queueWeight": 0.8978118801346953,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.3150684931506849,
|
|
"recentTerminal": 73,
|
|
"recentWilsonLowerBound": 0.22003473675403795,
|
|
"running": 4,
|
|
"selectionWeight": 1.1336780622682847,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.166666666666666,
|
|
"waiting": 26320
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1383.1851851851852,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05041891864110183,
|
|
"queueFactor": 0.9601087768078043,
|
|
"queueWeight": 0.9601087768078043,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.09876543209876543,
|
|
"recentTerminal": 81,
|
|
"recentWilsonLowerBound": 0.050899507574416615,
|
|
"running": 2,
|
|
"selectionWeight": 0.04840764630448048,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.5,
|
|
"waiting": 18673
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 642.2130177514792,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.5252975061799438,
|
|
"queueFactor": 1.0772106126756331,
|
|
"queueWeight": 1.0772106126756331,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.20118343195266272,
|
|
"recentTerminal": 169,
|
|
"recentWilsonLowerBound": 0.14769143614171756,
|
|
"running": 16,
|
|
"selectionWeight": 0.5658560484690793,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.166666666666668,
|
|
"waiting": 18089
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1481.1599999999999,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.5436247587895597,
|
|
"queueFactor": 0.9503032025496927,
|
|
"queueWeight": 0.9503032025496927,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.22,
|
|
"recentTerminal": 100,
|
|
"recentWilsonLowerBound": 0.15001174503655804,
|
|
"running": 6,
|
|
"selectionWeight": 0.5166083492630228,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.666666666666668,
|
|
"waiting": 24686
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-23T11:05:09.728440+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-23T11:05:09.728440+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",
|
|
"MetaX_c-500",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|