782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-14T13:35:38.565918+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-14T13:35:38.565918+00:00",
|
|
"frameworkAttemptedAt": "2026-10-14T10:44:30.484914+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 42627,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21246,
|
|
"successRate": 0.4984164965866704,
|
|
"wilsonLowerBound": 0.4936702654081439
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 57112,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15409,
|
|
"successRate": 0.2698031937246113,
|
|
"wilsonLowerBound": 0.26617847695130087
|
|
},
|
|
"vllm_0.23.0": {
|
|
"framework": "vllm_0.23.0",
|
|
"modelCount": 0,
|
|
"officialConfigError": "framework_mismatch",
|
|
"officialConfigValid": false,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 4613,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1413,
|
|
"successRate": 0.3063082592672881,
|
|
"wilsonLowerBound": 0.2931716790430043
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 37405,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17657,
|
|
"successRate": 0.4720491912845876,
|
|
"wilsonLowerBound": 0.4669931234660206
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40055,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11055,
|
|
"successRate": 0.27599550617900387,
|
|
"wilsonLowerBound": 0.27163941147666976
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 13119,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5482,
|
|
"successRate": 0.4178672154889854,
|
|
"wilsonLowerBound": 0.40945258788197153
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64221,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12096,
|
|
"successRate": 0.18834960526930444,
|
|
"wilsonLowerBound": 0.18534426139185217
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 31373,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6767,
|
|
"successRate": 0.2156950243840245,
|
|
"wilsonLowerBound": 0.2111786247813216
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 7966,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 112,
|
|
"successRate": 0.014059753954305799,
|
|
"wilsonLowerBound": 0.011698484975061733
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26677,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3280,
|
|
"successRate": 0.1229523559620647,
|
|
"wilsonLowerBound": 0.11906590674029745
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16511,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10150808551874507,
|
|
"wilsonLowerBound": 0.09699382329741071
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 16125,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6332,
|
|
"successRate": 0.39268217054263566,
|
|
"wilsonLowerBound": 0.38517095606786644
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24786,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3808,
|
|
"successRate": 0.15363511659807957,
|
|
"wilsonLowerBound": 0.1491995363144016
|
|
},
|
|
"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": 52699,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13281,
|
|
"successRate": 0.2520161672897019,
|
|
"wilsonLowerBound": 0.24832739740812645
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 24808,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3160,
|
|
"successRate": 0.127378265075782,
|
|
"wilsonLowerBound": 0.1232870934209147
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87041,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11226893073379213,
|
|
"wilsonLowerBound": 0.11018869945392736
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 46918,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5595,
|
|
"successRate": 0.1192506074427725,
|
|
"wilsonLowerBound": 0.11634920235718153
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 48110,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3719,
|
|
"successRate": 0.07730201621284556,
|
|
"wilsonLowerBound": 0.0749491109126003
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94181,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23565,
|
|
"successRate": 0.25020970259394143,
|
|
"wilsonLowerBound": 0.2474536469616067
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5592,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 587,
|
|
"successRate": 0.10497138769670958,
|
|
"wilsonLowerBound": 0.0972068594985044
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112876,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16532,
|
|
"successRate": 0.146461603883908,
|
|
"wilsonLowerBound": 0.14441097078360798
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 165,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.006060606060606061,
|
|
"wilsonLowerBound": 0.0010706205657562634
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 24167,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4053,
|
|
"successRate": 0.16770803161335707,
|
|
"wilsonLowerBound": 0.16305050441572155
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43725,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5688,
|
|
"successRate": 0.13008576329331045,
|
|
"wilsonLowerBound": 0.12696508412985413
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8208,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 774,
|
|
"successRate": 0.09429824561403509,
|
|
"wilsonLowerBound": 0.08816427050276932
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 34641,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6887,
|
|
"successRate": 0.1988106578909385,
|
|
"wilsonLowerBound": 0.19464126323365266
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61512,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12425,
|
|
"successRate": 0.2019931070360255,
|
|
"wilsonLowerBound": 0.19883892487730082
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 16480,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4652,
|
|
"successRate": 0.28228155339805827,
|
|
"wilsonLowerBound": 0.27546070702310355
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15609,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3784,
|
|
"successRate": 0.24242424242424243,
|
|
"wilsonLowerBound": 0.2357650480752272
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68349,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18813,
|
|
"successRate": 0.2752490892332002,
|
|
"wilsonLowerBound": 0.27191331407460534
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1106,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 664,
|
|
"successRate": 0.6003616636528029,
|
|
"wilsonLowerBound": 0.5711940602993184
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48462,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.44839255499153974,
|
|
"wilsonLowerBound": 0.44396890027928687
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40110,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4899,
|
|
"successRate": 0.12213911742707555,
|
|
"wilsonLowerBound": 0.118970681742582
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1113,
|
|
"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": 10093,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 763,
|
|
"successRate": 0.07559694838006539,
|
|
"wilsonLowerBound": 0.07059950132152285
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7440,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3258,
|
|
"successRate": 0.43790322580645163,
|
|
"wilsonLowerBound": 0.4266644948603199
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7424,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.0330010775862069,
|
|
"wilsonLowerBound": 0.029172852259161434
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18568,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5455,
|
|
"successRate": 0.2937850064627316,
|
|
"wilsonLowerBound": 0.28727645895969595
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28549,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14609,
|
|
"successRate": 0.511716697607622,
|
|
"wilsonLowerBound": 0.5059170686118604
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67574,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7242,
|
|
"successRate": 0.10717139728297866,
|
|
"wilsonLowerBound": 0.10486135913816635
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13813,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2342,
|
|
"successRate": 0.16955042351408095,
|
|
"wilsonLowerBound": 0.1633847473621836
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-14T13:46:01.172336+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 289.5597920277296,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.07107540666064617,
|
|
"queueFactor": 1.183747676805444,
|
|
"queueWeight": 1.183747676805444,
|
|
"recentSuccess": 49,
|
|
"recentSuccessRate": 0.08492201039861352,
|
|
"recentTerminal": 577,
|
|
"recentWilsonLowerBound": 0.06483088689169358,
|
|
"running": 8,
|
|
"selectionWeight": 0.08413534751254209,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 96.16666666666667,
|
|
"waiting": 27846
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1443.9692307692308,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9302211019943972,
|
|
"queueWeight": 0.9302211019943972,
|
|
"recentSuccess": 53,
|
|
"recentSuccessRate": 0.4076923076923077,
|
|
"recentTerminal": 130,
|
|
"recentWilsonLowerBound": 0.3270465208994155,
|
|
"running": 9,
|
|
"selectionWeight": 2.325552754985993,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.666666666666668,
|
|
"waiting": 31286
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 155.16,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.23383496266879092,
|
|
"queueFactor": 1.299878954535941,
|
|
"queueWeight": 1.299878954535941,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.155,
|
|
"recentTerminal": 200,
|
|
"recentWilsonLowerBound": 0.11139568514638545,
|
|
"running": 9,
|
|
"selectionWeight": 0.30395714680785874,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 33.333333333333336,
|
|
"waiting": 5172
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1501.6119402985075,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.7543172173626854,
|
|
"queueFactor": 0.9247752990541178,
|
|
"queueWeight": 0.9247752990541178,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.2835820895522388,
|
|
"recentTerminal": 67,
|
|
"recentWilsonLowerBound": 0.18970136157200854,
|
|
"running": 7,
|
|
"selectionWeight": 0.6975739302682474,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.166666666666666,
|
|
"waiting": 16768
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 418.5,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.2572310653861406,
|
|
"queueFactor": 1.1201225972347255,
|
|
"queueWeight": 1.1201225972347255,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.171875,
|
|
"recentTerminal": 128,
|
|
"recentWilsonLowerBound": 0.11633031408834082,
|
|
"running": 7,
|
|
"selectionWeight": 0.2881303290497793,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.333333333333332,
|
|
"waiting": 8928
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 81.02586206896552,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.04310344827586207,
|
|
"recentTerminal": 232,
|
|
"recentWilsonLowerBound": 0.02357853393525097,
|
|
"running": 26,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 38.666666666666664,
|
|
"waiting": 3133
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 187.66233766233765,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.2152390766848532,
|
|
"queueFactor": 1.2633198200890825,
|
|
"queueWeight": 1.2633198200890825,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.1471861471861472,
|
|
"recentTerminal": 231,
|
|
"recentWilsonLowerBound": 0.10727784450657372,
|
|
"running": 10,
|
|
"selectionWeight": 0.271915791633649,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 38.5,
|
|
"waiting": 7225
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2375.1,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.3980669525880124,
|
|
"queueFactor": 0.8633116332500332,
|
|
"queueWeight": 0.8633116332500332,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.25,
|
|
"recentTerminal": 40,
|
|
"recentWilsonLowerBound": 0.14186967895549518,
|
|
"running": 3,
|
|
"selectionWeight": 0.3436558309816205,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.666666666666667,
|
|
"waiting": 15834
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 346.7083333333333,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.49060688189621937,
|
|
"queueFactor": 1.1521930096510271,
|
|
"queueWeight": 1.1521930096510271,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.2152777777777778,
|
|
"recentTerminal": 144,
|
|
"recentWilsonLowerBound": 0.1560098758775106,
|
|
"running": 8,
|
|
"selectionWeight": 0.565273819807511,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.0,
|
|
"waiting": 8321
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 585.9633027522935,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.4677475603633541,
|
|
"queueFactor": 1.0649747606641577,
|
|
"queueWeight": 1.0649747606641577,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.22018348623853212,
|
|
"recentTerminal": 109,
|
|
"recentWilsonLowerBound": 0.1526627048081528,
|
|
"running": 5,
|
|
"selectionWeight": 0.4981393461492067,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.166666666666668,
|
|
"waiting": 10645
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2998.823529411765,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.4867847214877373,
|
|
"queueFactor": 0.8336374982758801,
|
|
"queueWeight": 0.8336374982758801,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.2549019607843137,
|
|
"recentTerminal": 51,
|
|
"recentWilsonLowerBound": 0.1554562324126639,
|
|
"running": 4,
|
|
"selectionWeight": 0.40580199741995837,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.5,
|
|
"waiting": 25490
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2767.6923076923076,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.8437275050065292,
|
|
"queueWeight": 0.8437275050065292,
|
|
"recentSuccess": 4,
|
|
"recentSuccessRate": 0.10256410256410256,
|
|
"recentTerminal": 39,
|
|
"recentWilsonLowerBound": 0.040612655582869875,
|
|
"running": 2,
|
|
"selectionWeight": 0.04218637525032646,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 6.5,
|
|
"waiting": 17990
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1281.157894736842,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9470643294596265,
|
|
"queueWeight": 0.9470643294596265,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.07894736842105263,
|
|
"recentTerminal": 76,
|
|
"recentWilsonLowerBound": 0.03668350552145427,
|
|
"running": 16,
|
|
"selectionWeight": 0.047353216472981324,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 12.666666666666666,
|
|
"waiting": 16228
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1197.0825688073394,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.641100426214226,
|
|
"queueFactor": 0.9567561489121179,
|
|
"queueWeight": 0.9567561489121179,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.24770642201834864,
|
|
"recentTerminal": 109,
|
|
"recentWilsonLowerBound": 0.17618414860824205,
|
|
"running": 7,
|
|
"selectionWeight": 0.6133767748506403,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.166666666666668,
|
|
"waiting": 21747
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-14T13:43:27.976134+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-14T13:43:27.976134+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",
|
|
"Biren_166m",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|