791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-17T09:39:22.169502+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-17T09:39:22.169502+00:00",
|
|
"frameworkAttemptedAt": "2026-10-17T05:28:55.787242+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43088,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21562,
|
|
"successRate": 0.5004177497215002,
|
|
"wilsonLowerBound": 0.49569677339402374
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 57666,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15472,
|
|
"successRate": 0.2683036798113273,
|
|
"wilsonLowerBound": 0.2647028144027789
|
|
},
|
|
"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": 4908,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1527,
|
|
"successRate": 0.3111246943765281,
|
|
"wilsonLowerBound": 0.2983245044610615
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 37944,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18024,
|
|
"successRate": 0.4750158127767236,
|
|
"wilsonLowerBound": 0.46999387810249593
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40312,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11084,
|
|
"successRate": 0.2749553482833896,
|
|
"wilsonLowerBound": 0.27061829350410954
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 13608,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5667,
|
|
"successRate": 0.4164462081128748,
|
|
"wilsonLowerBound": 0.4081880929229429
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64242,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.18831916814545002,
|
|
"wilsonLowerBound": 0.18531450188043724
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 33018,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7076,
|
|
"successRate": 0.2143073475074202,
|
|
"wilsonLowerBound": 0.20991457199612712
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8171,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 114,
|
|
"successRate": 0.013951780687798312,
|
|
"wilsonLowerBound": 0.01162733734499029
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26737,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3286,
|
|
"successRate": 0.12290084901073418,
|
|
"wilsonLowerBound": 0.11901941851858062
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16516,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10147735529183821,
|
|
"wilsonLowerBound": 0.09696438782299903
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 16735,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6522,
|
|
"successRate": 0.38972213922916044,
|
|
"wilsonLowerBound": 0.38235927166223477
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24801,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3808,
|
|
"successRate": 0.15354219587919843,
|
|
"wilsonLowerBound": 0.14910906606936997
|
|
},
|
|
"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": 53830,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13543,
|
|
"successRate": 0.25158833364295,
|
|
"wilsonLowerBound": 0.2479404273310925
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25012,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3164,
|
|
"successRate": 0.1264992803454342,
|
|
"wilsonLowerBound": 0.12243693118634218
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87078,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.1122212269459565,
|
|
"wilsonLowerBound": 0.11014182531386331
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 48445,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5638,
|
|
"successRate": 0.11637939931881515,
|
|
"wilsonLowerBound": 0.113554134404561
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 49757,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3761,
|
|
"successRate": 0.07558735454307937,
|
|
"wilsonLowerBound": 0.07329731375393235
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94600,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23777,
|
|
"successRate": 0.25134249471458775,
|
|
"wilsonLowerBound": 0.24858833044576897
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 65,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5633,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 588,
|
|
"successRate": 0.10438487484466537,
|
|
"wilsonLowerBound": 0.09666783180149038
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112892,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16537,
|
|
"successRate": 0.14648513623640294,
|
|
"wilsonLowerBound": 0.14443450956003853
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 235,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.00425531914893617,
|
|
"wilsonLowerBound": 0.0007515443365310011
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25003,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4108,
|
|
"successRate": 0.16430028396592408,
|
|
"wilsonLowerBound": 0.15975883507789507
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44180,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5706,
|
|
"successRate": 0.1291534631054776,
|
|
"wilsonLowerBound": 0.12605839429612625
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8357,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 803,
|
|
"successRate": 0.0960871126002154,
|
|
"wilsonLowerBound": 0.08995274150140786
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35099,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7011,
|
|
"successRate": 0.19974928060628508,
|
|
"wilsonLowerBound": 0.19559946588343968
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61539,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12429,
|
|
"successRate": 0.20196948276702578,
|
|
"wilsonLowerBound": 0.19881612853954225
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17376,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4925,
|
|
"successRate": 0.28343692449355434,
|
|
"wilsonLowerBound": 0.2767844093911265
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15905,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3837,
|
|
"successRate": 0.24124489154353976,
|
|
"wilsonLowerBound": 0.23465868824430985
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68948,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18968,
|
|
"successRate": 0.27510587689273075,
|
|
"wilsonLowerBound": 0.27178511417708656
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1339,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 806,
|
|
"successRate": 0.6019417475728155,
|
|
"wilsonLowerBound": 0.5754670064953644
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48535,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.44771814154733697,
|
|
"wilsonLowerBound": 0.44329849152690787
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40599,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5040,
|
|
"successRate": 0.12414098869430282,
|
|
"wilsonLowerBound": 0.12096895729359897
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1160,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6288,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030534351145038167,
|
|
"wilsonLowerBound": 0.02655998124483518
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10102,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 764,
|
|
"successRate": 0.07562858839833696,
|
|
"wilsonLowerBound": 0.07063229608115972
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7586,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3331,
|
|
"successRate": 0.43909833904561035,
|
|
"wilsonLowerBound": 0.42796398696404364
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7427,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.03298774740810556,
|
|
"wilsonLowerBound": 0.029161046587914085
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19067,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5515,
|
|
"successRate": 0.2892431950490376,
|
|
"wilsonLowerBound": 0.28285029202177353
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28809,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14748,
|
|
"successRate": 0.511923357284182,
|
|
"wilsonLowerBound": 0.5061499907653455
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67989,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7323,
|
|
"successRate": 0.10770859992057538,
|
|
"wilsonLowerBound": 0.10540040630513983
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14029,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2440,
|
|
"successRate": 0.17392544015966926,
|
|
"wilsonLowerBound": 0.16774252686913638
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-17T09:39:22.169502+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1183.6714285714286,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.9924610072940234,
|
|
"queueFactor": 0.9858658202545898,
|
|
"queueWeight": 0.9858658202545898,
|
|
"recentSuccess": 42,
|
|
"recentSuccessRate": 0.3,
|
|
"recentTerminal": 140,
|
|
"recentWilsonLowerBound": 0.23026125017102184,
|
|
"running": 9,
|
|
"selectionWeight": 0.9784333850266188,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.333333333333332,
|
|
"waiting": 27619
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1447.2272727272727,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.956581492257788,
|
|
"queueWeight": 0.956581492257788,
|
|
"recentSuccess": 57,
|
|
"recentSuccessRate": 0.4318181818181818,
|
|
"recentTerminal": 132,
|
|
"recentWilsonLowerBound": 0.3504261969873424,
|
|
"running": 9,
|
|
"selectionWeight": 2.39145373064447,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.0,
|
|
"waiting": 31839
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 136.8732394366197,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.2391558205037126,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 35,
|
|
"recentSuccessRate": 0.1643192488262911,
|
|
"recentTerminal": 213,
|
|
"recentWilsonLowerBound": 0.12058602954134792,
|
|
"running": 8,
|
|
"selectionWeight": 0.31090256665482635,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 35.5,
|
|
"waiting": 4859
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1253.0823529411766,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.37549676654993097,
|
|
"queueFactor": 0.977474738830548,
|
|
"queueWeight": 0.977474738830548,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.2235294117647059,
|
|
"recentTerminal": 85,
|
|
"recentWilsonLowerBound": 0.14803142707080863,
|
|
"running": 7,
|
|
"selectionWeight": 0.36703860381510905,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.166666666666666,
|
|
"waiting": 17752
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 454.44274809160305,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.18500716806261322,
|
|
"queueFactor": 1.1381004841233686,
|
|
"queueWeight": 1.1381004841233686,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.16030534351145037,
|
|
"recentTerminal": 131,
|
|
"recentWilsonLowerBound": 0.10730467219469,
|
|
"running": 8,
|
|
"selectionWeight": 0.21055674753835352,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.833333333333332,
|
|
"waiting": 9922
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 56.26809651474531,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.0160857908847185,
|
|
"recentTerminal": 373,
|
|
"recentWilsonLowerBound": 0.007392476154254372,
|
|
"running": 25,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 62.166666666666664,
|
|
"waiting": 3498
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 256.0568181818182,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.07275616814819769,
|
|
"queueFactor": 1.2403722257601983,
|
|
"queueWeight": 1.2403722257601983,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.10795454545454546,
|
|
"recentTerminal": 176,
|
|
"recentWilsonLowerBound": 0.070207392304455,
|
|
"running": 9,
|
|
"selectionWeight": 0.09024473022376321,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.333333333333332,
|
|
"waiting": 7511
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2462.3076923076924,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.7795679317529468,
|
|
"queueFactor": 0.883285571786048,
|
|
"queueWeight": 0.883285571786048,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.3333333333333333,
|
|
"recentTerminal": 39,
|
|
"recentWilsonLowerBound": 0.2063276610691516,
|
|
"running": 3,
|
|
"selectionWeight": 0.6885811063444685,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.5,
|
|
"waiting": 16005
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 383.40789473684214,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.37289050173895144,
|
|
"queueFactor": 1.1674904238410122,
|
|
"queueWeight": 1.1674904238410122,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.20394736842105263,
|
|
"recentTerminal": 152,
|
|
"recentWilsonLowerBound": 0.14756351111502336,
|
|
"running": 9,
|
|
"selectionWeight": 0.4353460899214961,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.333333333333332,
|
|
"waiting": 9713
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 789.8620689655172,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.6726116700313862,
|
|
"queueFactor": 1.0475380234815077,
|
|
"queueWeight": 1.0475380234815077,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.27586206896551724,
|
|
"recentTerminal": 87,
|
|
"recentWilsonLowerBound": 0.19294158124476968,
|
|
"running": 4,
|
|
"selectionWeight": 0.7045862993952744,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.5,
|
|
"waiting": 11453
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2351.4545454545455,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.10918986545133907,
|
|
"queueFactor": 0.8894099762302032,
|
|
"queueWeight": 0.8894099762302032,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.15151515151515152,
|
|
"recentTerminal": 66,
|
|
"recentWilsonLowerBound": 0.08443546388835518,
|
|
"running": 4,
|
|
"selectionWeight": 0.09711455563565458,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.0,
|
|
"waiting": 25866
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1015.7222222222222,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.008756257094425,
|
|
"queueWeight": 1.008756257094425,
|
|
"recentSuccess": 5,
|
|
"recentSuccessRate": 0.046296296296296294,
|
|
"recentTerminal": 108,
|
|
"recentWilsonLowerBound": 0.019934521435234432,
|
|
"running": 2,
|
|
"selectionWeight": 0.05043781285472126,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 18.0,
|
|
"waiting": 18283
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1333.12,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9684386153719726,
|
|
"queueWeight": 0.9684386153719726,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.10666666666666667,
|
|
"recentTerminal": 75,
|
|
"recentWilsonLowerBound": 0.05504846963856164,
|
|
"running": 16,
|
|
"selectionWeight": 0.04842193076859863,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.5,
|
|
"waiting": 16664
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1137.2903225806451,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.5429729660703463,
|
|
"queueFactor": 0.9917946999728109,
|
|
"queueWeight": 0.9917946999728109,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.24193548387096775,
|
|
"recentTerminal": 124,
|
|
"recentWilsonLowerBound": 0.17504889877225968,
|
|
"running": 6,
|
|
"selectionWeight": 0.5385177099770864,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.666666666666668,
|
|
"waiting": 23504
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-17T09:39:22.169502+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-17T09:39:22.169502+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
|
|
}
|