782 lines
24 KiB
JSON
782 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-15T17:19:52.547646+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-15T17:19:52.547646+00:00",
|
|
"frameworkAttemptedAt": "2026-10-15T16:26:38.593306+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 42830,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21387,
|
|
"successRate": 0.49934625262666354,
|
|
"wilsonLowerBound": 0.4946111781561442
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 57393,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15438,
|
|
"successRate": 0.26898750718728764,
|
|
"wilsonLowerBound": 0.2653751594784453
|
|
},
|
|
"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": 4731,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1456,
|
|
"successRate": 0.3077573451701543,
|
|
"wilsonLowerBound": 0.2947650905753094
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 37646,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 17829,
|
|
"successRate": 0.4735961323912235,
|
|
"wilsonLowerBound": 0.4685552551953019
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40186,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11064,
|
|
"successRate": 0.2753197631015777,
|
|
"wilsonLowerBound": 0.27097411994205806
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 13333,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5561,
|
|
"successRate": 0.41708542713567837,
|
|
"wilsonLowerBound": 0.4087408354916085
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64231,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12097,
|
|
"successRate": 0.18833585029035824,
|
|
"wilsonLowerBound": 0.18533082452051222
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 32121,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6880,
|
|
"successRate": 0.214190093708166,
|
|
"wilsonLowerBound": 0.20973778275463725
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8064,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 112,
|
|
"successRate": 0.013888888888888888,
|
|
"wilsonLowerBound": 0.011556163337059533
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26704,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3286,
|
|
"successRate": 0.12305272618334331,
|
|
"wilsonLowerBound": 0.11916681904419937
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16513,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.1014957911948162,
|
|
"wilsonLowerBound": 0.09698204696318485
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 16366,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6412,
|
|
"successRate": 0.3917878528656972,
|
|
"wilsonLowerBound": 0.3843351803713601
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24793,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3808,
|
|
"successRate": 0.15359173960392047,
|
|
"wilsonLowerBound": 0.14915730320704154
|
|
},
|
|
"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": 53232,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13406,
|
|
"successRate": 0.2518409978960024,
|
|
"wilsonLowerBound": 0.24817151360546222
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 24869,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3162,
|
|
"successRate": 0.12714624633077326,
|
|
"wilsonLowerBound": 0.12306328479707554
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87054,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11225216532267328,
|
|
"wilsonLowerBound": 0.11017222561560834
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 47582,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5610,
|
|
"successRate": 0.11790172754402925,
|
|
"wilsonLowerBound": 0.11503482791615098
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 48948,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3738,
|
|
"successRate": 0.07636675655797989,
|
|
"wilsonLowerBound": 0.07404702953957129
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94399,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23678,
|
|
"successRate": 0.25082892827254527,
|
|
"wilsonLowerBound": 0.24807374558407655
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5610,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 588,
|
|
"successRate": 0.10481283422459893,
|
|
"wilsonLowerBound": 0.09706579419990673
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112886,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16535,
|
|
"successRate": 0.1464752050741456,
|
|
"wilsonLowerBound": 0.14442458247913992
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 192,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.005208333333333333,
|
|
"wilsonLowerBound": 0.0009199674643243829
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 24422,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4068,
|
|
"successRate": 0.16657112439603636,
|
|
"wilsonLowerBound": 0.16195059704773282
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 43896,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5694,
|
|
"successRate": 0.1297156916347731,
|
|
"wilsonLowerBound": 0.12660487655043867
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8289,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 793,
|
|
"successRate": 0.09566895886114127,
|
|
"wilsonLowerBound": 0.08952276449994838
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 34861,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6938,
|
|
"successRate": 0.19901896101660882,
|
|
"wilsonLowerBound": 0.19486096549528553
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61529,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12427,
|
|
"successRate": 0.2019698028571893,
|
|
"wilsonLowerBound": 0.19881619201220763
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 16893,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4761,
|
|
"successRate": 0.2818327117741076,
|
|
"wilsonLowerBound": 0.2750985073718142
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15741,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3809,
|
|
"successRate": 0.24197954386633633,
|
|
"wilsonLowerBound": 0.2353523472002446
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68639,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18886,
|
|
"successRate": 0.2751496962368333,
|
|
"wilsonLowerBound": 0.27182132822198124
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1208,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 726,
|
|
"successRate": 0.6009933774834437,
|
|
"wilsonLowerBound": 0.5731000141429589
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48493,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.4481059121935125,
|
|
"wilsonLowerBound": 0.4436839583998983
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40340,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4959,
|
|
"successRate": 0.1229300941993059,
|
|
"wilsonLowerBound": 0.11976164213937637
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1131,
|
|
"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": 10095,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 763,
|
|
"successRate": 0.07558197127290738,
|
|
"wilsonLowerBound": 0.07058547789168144
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7513,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3292,
|
|
"successRate": 0.4381738320244909,
|
|
"wilsonLowerBound": 0.4269887501464896
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7425,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.032996632996632996,
|
|
"wilsonLowerBound": 0.029168915973438132
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18793,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5477,
|
|
"successRate": 0.2914383014952376,
|
|
"wilsonLowerBound": 0.2849843411916488
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28666,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14674,
|
|
"successRate": 0.5118956254796623,
|
|
"wilsonLowerBound": 0.5061078707125074
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 67763,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7283,
|
|
"successRate": 0.1074775319864823,
|
|
"wilsonLowerBound": 0.10516774539586127
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 13898,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2383,
|
|
"successRate": 0.17146351993092532,
|
|
"wilsonLowerBound": 0.1652880647127312
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-15T17:19:52.547646+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1206.9928057553957,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.0149274654080882,
|
|
"queueFactor": 0.9596308445885494,
|
|
"queueWeight": 0.9596308445885494,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.2158273381294964,
|
|
"recentTerminal": 139,
|
|
"recentWilsonLowerBound": 0.15557197920756324,
|
|
"running": 8,
|
|
"selectionWeight": 0.9739557008256795,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.166666666666668,
|
|
"waiting": 27962
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1182.45,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9625925210345646,
|
|
"queueWeight": 0.9625925210345646,
|
|
"recentSuccess": 48,
|
|
"recentSuccessRate": 0.3,
|
|
"recentTerminal": 160,
|
|
"recentWilsonLowerBound": 0.23436254021925293,
|
|
"running": 7,
|
|
"selectionWeight": 2.4064813025864114,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.666666666666668,
|
|
"waiting": 31532
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 156.71502590673578,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.05052625122314204,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.06735751295336788,
|
|
"recentTerminal": 193,
|
|
"recentWilsonLowerBound": 0.03978285574420911,
|
|
"running": 7,
|
|
"selectionWeight": 0.06568412659008466,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 32.166666666666664,
|
|
"waiting": 5041
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 893.2695652173912,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.3954548996761589,
|
|
"queueFactor": 1.003951008461507,
|
|
"queueWeight": 1.003951008461507,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.1565217391304348,
|
|
"recentTerminal": 115,
|
|
"recentWilsonLowerBound": 0.10136047320528255,
|
|
"running": 5,
|
|
"selectionWeight": 0.3970173453309238,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.166666666666668,
|
|
"waiting": 17121
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 356.7483870967742,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.6006192601256424,
|
|
"queueFactor": 1.1521409110920169,
|
|
"queueWeight": 1.1521409110920169,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.17419354838709677,
|
|
"recentTerminal": 155,
|
|
"recentWilsonLowerBound": 0.12256590380244957,
|
|
"running": 3,
|
|
"selectionWeight": 0.6919980215805707,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.833333333333332,
|
|
"waiting": 9216
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 38.51764705882353,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.01568627450980392,
|
|
"recentTerminal": 510,
|
|
"recentWilsonLowerBound": 0.007969341272655946,
|
|
"running": 4,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 85.0,
|
|
"waiting": 3274
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 100.9103139013453,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05138762355560004,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.05829596412556054,
|
|
"recentTerminal": 446,
|
|
"recentWilsonLowerBound": 0.04008971610899211,
|
|
"running": 2,
|
|
"selectionWeight": 0.06680391062228005,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 74.33333333333333,
|
|
"waiting": 7501
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2476.769230769231,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.6433650453945983,
|
|
"queueFactor": 0.8615432205571333,
|
|
"queueWeight": 0.8615432205571333,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.23076923076923078,
|
|
"recentTerminal": 39,
|
|
"recentWilsonLowerBound": 0.1264566242878376,
|
|
"running": 2,
|
|
"selectionWeight": 0.5542867932031484,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.5,
|
|
"waiting": 16099
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 456.7758620689655,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.1579715154346382,
|
|
"queueFactor": 1.1102081956641174,
|
|
"queueWeight": 1.1102081956641174,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.23275862068965517,
|
|
"recentTerminal": 116,
|
|
"recentWilsonLowerBound": 0.16518094816137183,
|
|
"running": 7,
|
|
"selectionWeight": 1.2855894667811334,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.333333333333332,
|
|
"waiting": 8831
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 529.8571428571429,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 1.7637591853480463,
|
|
"queueFactor": 1.0857656099816373,
|
|
"queueWeight": 1.0857656099816373,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.2698412698412698,
|
|
"recentTerminal": 126,
|
|
"recentWilsonLowerBound": 0.19999734616485684,
|
|
"running": 4,
|
|
"selectionWeight": 1.9150290677401371,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.0,
|
|
"waiting": 11127
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2878.222222222222,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.8884795868695299,
|
|
"queueFactor": 0.8423474250234322,
|
|
"queueWeight": 0.8423474250234322,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.24074074074074073,
|
|
"recentTerminal": 54,
|
|
"recentWilsonLowerBound": 0.14644154703850742,
|
|
"running": 4,
|
|
"selectionWeight": 0.7484084921854314,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 9.0,
|
|
"waiting": 25904
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2560.046511627907,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.8572800604170079,
|
|
"queueWeight": 0.8572800604170079,
|
|
"recentSuccess": 4,
|
|
"recentSuccessRate": 0.09302325581395349,
|
|
"recentTerminal": 43,
|
|
"recentWilsonLowerBound": 0.036771045103346514,
|
|
"running": 2,
|
|
"selectionWeight": 0.042864003020850396,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 7.166666666666667,
|
|
"waiting": 18347
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 940.8571428571429,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9961651585114291,
|
|
"queueWeight": 0.9961651585114291,
|
|
"recentSuccess": 4,
|
|
"recentSuccessRate": 0.0380952380952381,
|
|
"recentTerminal": 105,
|
|
"recentWilsonLowerBound": 0.014912218047781598,
|
|
"running": 16,
|
|
"selectionWeight": 0.049808257925571454,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 17.5,
|
|
"waiting": 16465
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1248.336448598131,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 2.18636687924738,
|
|
"queueFactor": 0.9547950377558223,
|
|
"queueWeight": 0.9547950377558223,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.29906542056074764,
|
|
"recentTerminal": 107,
|
|
"recentWilsonLowerBound": 0.22050880616761667,
|
|
"running": 6,
|
|
"selectionWeight": 2.0875322470190816,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.833333333333332,
|
|
"waiting": 22262
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-15T17:19:52.547646+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-15T17:19:52.547646+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_bi-150",
|
|
"Biren_166m",
|
|
"Ascend_910-b4",
|
|
"hygon_k100-ai",
|
|
"MetaX_c-500",
|
|
"Ascend_910-b3",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|