791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-23T03:49:11.767725+00:00",
|
|
"communityError": "ModelHubAPIError: 分页大小不能超过100",
|
|
"communitySample": {},
|
|
"communityUpdatedAt": null,
|
|
"frameworkAttemptedAt": "2026-10-23T02:06:25.474687+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43949,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 22150,
|
|
"successRate": 0.5039932649207035,
|
|
"wilsonLowerBound": 0.49931859260134287
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58542,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15610,
|
|
"successRate": 0.26664616856274126,
|
|
"wilsonLowerBound": 0.26307939073207554
|
|
},
|
|
"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": 5595,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1803,
|
|
"successRate": 0.3222520107238606,
|
|
"wilsonLowerBound": 0.3101317428909501
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 39010,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18745,
|
|
"successRate": 0.48051781594462956,
|
|
"wilsonLowerBound": 0.47556195921051087
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40866,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11192,
|
|
"successRate": 0.27387069935888025,
|
|
"wilsonLowerBound": 0.2695684133323527
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14601,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6017,
|
|
"successRate": 0.41209506198205603,
|
|
"wilsonLowerBound": 0.4041352650740149
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64311,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12099,
|
|
"successRate": 0.18813266781732518,
|
|
"wilsonLowerBound": 0.18513076451754554
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 36580,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7667,
|
|
"successRate": 0.20959540732640788,
|
|
"wilsonLowerBound": 0.20545491711027553
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8459,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 117,
|
|
"successRate": 0.013831422153918903,
|
|
"wilsonLowerBound": 0.01155402067357588
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26814,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3293,
|
|
"successRate": 0.12280898038338181,
|
|
"wilsonLowerBound": 0.11893432558000089
|
|
},
|
|
"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": 17935,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6886,
|
|
"successRate": 0.38394201282408696,
|
|
"wilsonLowerBound": 0.37684973271886396
|
|
}
|
|
},
|
|
"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": 56327,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14132,
|
|
"successRate": 0.25089211213094964,
|
|
"wilsonLowerBound": 0.24732893154996294
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25814,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3337,
|
|
"successRate": 0.1292709382505617,
|
|
"wilsonLowerBound": 0.1252332353855563
|
|
},
|
|
"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": 50409,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5771,
|
|
"successRate": 0.11448352476740264,
|
|
"wilsonLowerBound": 0.11173331976707672
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 52928,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3869,
|
|
"successRate": 0.07309930471584039,
|
|
"wilsonLowerBound": 0.07091253457991548
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 95276,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 24086,
|
|
"successRate": 0.25280238465090893,
|
|
"wilsonLowerBound": 0.2500526206964493
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 156,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5720,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 592,
|
|
"successRate": 0.1034965034965035,
|
|
"wilsonLowerBound": 0.09586678778397119
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112948,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16542,
|
|
"successRate": 0.1464567765697489,
|
|
"wilsonLowerBound": 0.14440682165251573
|
|
},
|
|
"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": 26360,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4246,
|
|
"successRate": 0.1610773899848255,
|
|
"wilsonLowerBound": 0.1566890870164037
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44658,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5810,
|
|
"successRate": 0.1300998701240539,
|
|
"wilsonLowerBound": 0.12701147974434038
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8569,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 840,
|
|
"successRate": 0.09802777453611856,
|
|
"wilsonLowerBound": 0.09191077462091168
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35985,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7277,
|
|
"successRate": 0.20222314853411144,
|
|
"wilsonLowerBound": 0.19810500204831016
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61587,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12431,
|
|
"successRate": 0.20184454511504052,
|
|
"wilsonLowerBound": 0.19869315314284686
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19235,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5453,
|
|
"successRate": 0.28349363140109174,
|
|
"wilsonLowerBound": 0.27716805317194143
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16447,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3972,
|
|
"successRate": 0.24150300966741656,
|
|
"wilsonLowerBound": 0.2350227569737139
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 70104,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19248,
|
|
"successRate": 0.2745635056487504,
|
|
"wilsonLowerBound": 0.27127218663369984
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1907,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1100,
|
|
"successRate": 0.5768222338751966,
|
|
"wilsonLowerBound": 0.5545145769172165
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48720,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21781,
|
|
"successRate": 0.4470648604269294,
|
|
"wilsonLowerBound": 0.4426542662552721
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41531,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5320,
|
|
"successRate": 0.12809708410584864,
|
|
"wilsonLowerBound": 0.12491724143215845
|
|
},
|
|
"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": 10117,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 766,
|
|
"successRate": 0.07571414450924187,
|
|
"wilsonLowerBound": 0.07071873575009961
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7965,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3504,
|
|
"successRate": 0.439924670433145,
|
|
"wilsonLowerBound": 0.429054989385029
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7442,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.03292125772641763,
|
|
"wilsonLowerBound": 0.029102161270079783
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 20472,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5797,
|
|
"successRate": 0.28316725283313793,
|
|
"wilsonLowerBound": 0.2770366569027875
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29292,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15016,
|
|
"successRate": 0.5126314352041513,
|
|
"wilsonLowerBound": 0.5069059785143896
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68789,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7464,
|
|
"successRate": 0.10850572039134164,
|
|
"wilsonLowerBound": 0.10620329826912371
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14489,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2623,
|
|
"successRate": 0.18103388777693422,
|
|
"wilsonLowerBound": 0.17484895318860386
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-23T03:50:52.466874+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1094.0392156862745,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.2207146650983143,
|
|
"queueFactor": 0.9656788183421988,
|
|
"queueWeight": 0.9656788183421988,
|
|
"recentSuccess": 52,
|
|
"recentSuccessRate": 0.33986928104575165,
|
|
"recentTerminal": 153,
|
|
"recentWilsonLowerBound": 0.26955735281367826,
|
|
"running": 8,
|
|
"selectionWeight": 2.144497113667332,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.5,
|
|
"waiting": 27898
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1583.7073170731708,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.3860921039268987,
|
|
"queueFactor": 0.9135585792295002,
|
|
"queueWeight": 0.9135585792295002,
|
|
"recentSuccess": 44,
|
|
"recentSuccessRate": 0.35772357723577236,
|
|
"recentTerminal": 123,
|
|
"recentWilsonLowerBound": 0.278503383040199,
|
|
"running": 9,
|
|
"selectionWeight": 2.1798349123741865,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.5,
|
|
"waiting": 32466
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 137.6060606060606,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.4459112847391594,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 35,
|
|
"recentSuccessRate": 0.17676767676767677,
|
|
"recentTerminal": 198,
|
|
"recentWilsonLowerBound": 0.129933745194101,
|
|
"running": 8,
|
|
"selectionWeight": 0.5796846701609073,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 33.0,
|
|
"waiting": 4541
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1413.3506493506493,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.12203511329436156,
|
|
"queueFactor": 0.9292876178487185,
|
|
"queueWeight": 0.9292876178487185,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.12987012987012986,
|
|
"recentTerminal": 77,
|
|
"recentWilsonLowerBound": 0.07209751490940192,
|
|
"running": 7,
|
|
"selectionWeight": 0.11340571972721573,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.833333333333334,
|
|
"waiting": 18138
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 371.6078431372549,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.2952825264549725,
|
|
"queueFactor": 1.1354680230658112,
|
|
"queueWeight": 1.1354680230658112,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.1568627450980392,
|
|
"recentTerminal": 153,
|
|
"recentWilsonLowerBound": 0.10773416494874159,
|
|
"running": 7,
|
|
"selectionWeight": 0.3352838665597057,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.5,
|
|
"waiting": 9476
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 59.51020408163266,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.17213611656270467,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 39,
|
|
"recentSuccessRate": 0.11370262390670553,
|
|
"recentTerminal": 343,
|
|
"recentWilsonLowerBound": 0.084299221650331,
|
|
"running": 24,
|
|
"selectionWeight": 0.22377695153151608,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 57.166666666666664,
|
|
"waiting": 3402
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 369.496062992126,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.2750706290235989,
|
|
"queueFactor": 1.1364390976349916,
|
|
"queueWeight": 1.1364390976349916,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.15748031496062992,
|
|
"recentTerminal": 127,
|
|
"recentWilsonLowerBound": 0.1043173129612993,
|
|
"running": 1,
|
|
"selectionWeight": 0.3126010174334683,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.166666666666668,
|
|
"waiting": 7821
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2148.8,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.0927805427842903,
|
|
"queueFactor": 0.8726864636352872,
|
|
"queueWeight": 0.8726864636352872,
|
|
"recentSuccess": 14,
|
|
"recentSuccessRate": 0.3111111111111111,
|
|
"recentTerminal": 45,
|
|
"recentWilsonLowerBound": 0.19528525463541907,
|
|
"running": 2,
|
|
"selectionWeight": 0.9536547874118719,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.5,
|
|
"waiting": 16116
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 320.54117647058825,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.8891942148178876,
|
|
"queueFactor": 1.1609274092797837,
|
|
"queueWeight": 1.1609274092797837,
|
|
"recentSuccess": 40,
|
|
"recentSuccessRate": 0.23529411764705882,
|
|
"recentTerminal": 170,
|
|
"recentWilsonLowerBound": 0.17781611718156756,
|
|
"running": 8,
|
|
"selectionWeight": 1.0322899361551017,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.333333333333332,
|
|
"waiting": 9082
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 639.5555555555555,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.3449163957853146,
|
|
"queueFactor": 1.0466606516757255,
|
|
"queueWeight": 1.0466606516757255,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.17592592592592593,
|
|
"recentTerminal": 108,
|
|
"recentWilsonLowerBound": 0.11561771988481864,
|
|
"running": 4,
|
|
"selectionWeight": 0.3610104195862998,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.0,
|
|
"waiting": 11512
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1877.7857142857142,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.8905139647218325,
|
|
"queueWeight": 0.8905139647218325,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.38095238095238093,
|
|
"recentTerminal": 84,
|
|
"recentWilsonLowerBound": 0.28446988389716343,
|
|
"running": 4,
|
|
"selectionWeight": 2.2262849118045813,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.0,
|
|
"waiting": 26289
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2152.5,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.8724612858438099,
|
|
"queueWeight": 0.8724612858438099,
|
|
"recentSuccess": 5,
|
|
"recentSuccessRate": 0.09615384615384616,
|
|
"recentTerminal": 52,
|
|
"recentWilsonLowerBound": 0.041773735183410265,
|
|
"running": 2,
|
|
"selectionWeight": 0.0436230642921905,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 8.666666666666666,
|
|
"waiting": 18655
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 630.2774566473988,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 1.1574757490489627,
|
|
"queueFactor": 1.0489574525245995,
|
|
"queueWeight": 1.0489574525245995,
|
|
"recentSuccess": 45,
|
|
"recentSuccessRate": 0.26011560693641617,
|
|
"recentTerminal": 173,
|
|
"recentWilsonLowerBound": 0.20045805820783144,
|
|
"running": 17,
|
|
"selectionWeight": 1.2141428130814025,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.833333333333332,
|
|
"waiting": 18173
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1113.203007518797,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.5542525231873625,
|
|
"queueFactor": 0.9631667535651112,
|
|
"queueWeight": 0.9631667535651112,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.20300751879699247,
|
|
"recentTerminal": 133,
|
|
"recentWilsonLowerBound": 0.1434359333630463,
|
|
"running": 6,
|
|
"selectionWeight": 0.5338376034136435,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.166666666666668,
|
|
"waiting": 24676
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-23T03:47:29.662415+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-23T03:47:29.662415+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
|
|
}
|