791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-21T03:26:40.179948+00:00",
|
|
"communityError": "ModelHubAPIError: 分页大小不能超过100",
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-21T01:54:41.589708+00:00",
|
|
"frameworkAttemptedAt": "2026-10-21T02:43:21.379495+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43723,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 22002,
|
|
"successRate": 0.5032134117055097,
|
|
"wilsonLowerBound": 0.4985266894854159
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58247,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15544,
|
|
"successRate": 0.26686352945216063,
|
|
"wilsonLowerBound": 0.26328682486038474
|
|
},
|
|
"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": 5356,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1707,
|
|
"successRate": 0.3187079910380881,
|
|
"wilsonLowerBound": 0.30636217663711107
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38702,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18518,
|
|
"successRate": 0.4784765645186295,
|
|
"wilsonLowerBound": 0.47350207360169533
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40632,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11108,
|
|
"successRate": 0.2733805867296712,
|
|
"wilsonLowerBound": 0.26906845799240087
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14301,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5917,
|
|
"successRate": 0.41374729039927277,
|
|
"wilsonLowerBound": 0.40569947237954207
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64286,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.18819027470989017,
|
|
"wilsonLowerBound": 0.18518743269167423
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 35363,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7460,
|
|
"successRate": 0.21095495291689054,
|
|
"wilsonLowerBound": 0.20673413131168802
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8386,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 117,
|
|
"successRate": 0.013951824469353684,
|
|
"wilsonLowerBound": 0.011654704750201347
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26786,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3290,
|
|
"successRate": 0.12282535652953035,
|
|
"wilsonLowerBound": 0.11894847762322813
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16522,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10144050357099625,
|
|
"wilsonLowerBound": 0.09692908882989518
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 17562,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6764,
|
|
"successRate": 0.3851497551531716,
|
|
"wilsonLowerBound": 0.3779783329083974
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24828,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3809,
|
|
"successRate": 0.15341549863057838,
|
|
"wilsonLowerBound": 0.14898628499581715
|
|
},
|
|
"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": 55492,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13952,
|
|
"successRate": 0.25142362863115403,
|
|
"wilsonLowerBound": 0.24783129564579645
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25386,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3243,
|
|
"successRate": 0.12774757740486883,
|
|
"wilsonLowerBound": 0.12369747152321398
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87129,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.1121555394874267,
|
|
"wilsonLowerBound": 0.1100772803468428
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 49512,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5679,
|
|
"successRate": 0.11469946679592825,
|
|
"wilsonLowerBound": 0.11192240964151204
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 52017,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3802,
|
|
"successRate": 0.07309148932079897,
|
|
"wilsonLowerBound": 0.07088603404948769
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 95018,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23957,
|
|
"successRate": 0.25213117514576183,
|
|
"wilsonLowerBound": 0.24938015295183322
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 149,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5681,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 590,
|
|
"successRate": 0.10385495511353635,
|
|
"wilsonLowerBound": 0.0961876547107571
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112916,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16539,
|
|
"successRate": 0.14647171348613128,
|
|
"wilsonLowerBound": 0.1444213822004383
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 312,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.003205128205128205,
|
|
"wilsonLowerBound": 0.0005659935005814385
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25857,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4169,
|
|
"successRate": 0.1612329349885911,
|
|
"wilsonLowerBound": 0.156800868056985
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44365,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5726,
|
|
"successRate": 0.1290657049475938,
|
|
"wilsonLowerBound": 0.12597793969050383
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8488,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 819,
|
|
"successRate": 0.09648916116870876,
|
|
"wilsonLowerBound": 0.09038903109154535
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35710,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7188,
|
|
"successRate": 0.20128815457854943,
|
|
"wilsonLowerBound": 0.19716161142561728
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61566,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12430,
|
|
"successRate": 0.20189715102491634,
|
|
"wilsonLowerBound": 0.19874491293207971
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18529,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5252,
|
|
"successRate": 0.2834475686761293,
|
|
"wilsonLowerBound": 0.27700378511934537
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16260,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3927,
|
|
"successRate": 0.2415129151291513,
|
|
"wilsonLowerBound": 0.23499576481089304
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69666,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19151,
|
|
"successRate": 0.27489736743892285,
|
|
"wilsonLowerBound": 0.2715944880014426
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1719,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1016,
|
|
"successRate": 0.5910413030831879,
|
|
"wilsonLowerBound": 0.5676216976924591
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48624,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.44689865087199737,
|
|
"wilsonLowerBound": 0.44248387997072725
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41221,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5238,
|
|
"successRate": 0.12707115305305547,
|
|
"wilsonLowerBound": 0.12389065422838738
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1247,
|
|
"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": 10114,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 766,
|
|
"successRate": 0.07573660272889064,
|
|
"wilsonLowerBound": 0.07073976685401544
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7833,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3447,
|
|
"successRate": 0.44006127920337035,
|
|
"wilsonLowerBound": 0.42910025041662964
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7433,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.0329611193327055,
|
|
"wilsonLowerBound": 0.02913746388780375
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19756,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5612,
|
|
"successRate": 0.2840656003239522,
|
|
"wilsonLowerBound": 0.27781947359597026
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29131,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14912,
|
|
"successRate": 0.5118945453297175,
|
|
"wilsonLowerBound": 0.5061531759276607
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68494,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7404,
|
|
"successRate": 0.108097059596461,
|
|
"wilsonLowerBound": 0.10579361159705768
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14337,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2561,
|
|
"successRate": 0.1786287228848434,
|
|
"wilsonLowerBound": 0.17244499092342525
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-21T03:28:08.374212+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1070.377358490566,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.995190107052707,
|
|
"queueWeight": 0.995190107052707,
|
|
"recentSuccess": 57,
|
|
"recentSuccessRate": 0.3584905660377358,
|
|
"recentTerminal": 159,
|
|
"recentWilsonLowerBound": 0.2880963469218176,
|
|
"running": 8,
|
|
"selectionWeight": 2.4879752676317675,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.5,
|
|
"waiting": 28365
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1333.9591836734694,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.5402735640870002,
|
|
"queueFactor": 0.9628645689967037,
|
|
"queueWeight": 0.9628645689967037,
|
|
"recentSuccess": 44,
|
|
"recentSuccessRate": 0.29931972789115646,
|
|
"recentTerminal": 147,
|
|
"recentWilsonLowerBound": 0.23116798348527112,
|
|
"running": 7,
|
|
"selectionWeight": 1.4830748414216461,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.5,
|
|
"waiting": 32682
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 164.49122807017545,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.10308934713708467,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.10526315789473684,
|
|
"recentTerminal": 171,
|
|
"recentWilsonLowerBound": 0.0676264737545876,
|
|
"running": 7,
|
|
"selectionWeight": 0.1340161512782101,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 28.5,
|
|
"waiting": 4688
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1002.6605504587155,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.20493903253793033,
|
|
"queueFactor": 1.00499406733055,
|
|
"queueWeight": 1.00499406733055,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.14678899082568808,
|
|
"recentTerminal": 109,
|
|
"recentWilsonLowerBound": 0.09241831740304013,
|
|
"running": 7,
|
|
"selectionWeight": 0.20596251186508252,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.166666666666668,
|
|
"waiting": 18215
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 355.688622754491,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.6368266268027307,
|
|
"queueFactor": 1.1740216105571346,
|
|
"queueWeight": 1.1740216105571346,
|
|
"recentSuccess": 35,
|
|
"recentSuccessRate": 0.20958083832335328,
|
|
"recentTerminal": 167,
|
|
"recentWilsonLowerBound": 0.15473004890823655,
|
|
"running": 7,
|
|
"selectionWeight": 0.7476482220446092,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.833333333333332,
|
|
"waiting": 9900
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 75.54929577464789,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.045774647887323945,
|
|
"recentTerminal": 284,
|
|
"recentWilsonLowerBound": 0.026942977593132855,
|
|
"running": 16,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 47.333333333333336,
|
|
"waiting": 3576
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 345.70212765957444,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.1790474392200838,
|
|
"queueWeight": 1.1790474392200838,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.06382978723404255,
|
|
"recentTerminal": 141,
|
|
"recentWilsonLowerBound": 0.03394088582358968,
|
|
"running": 7,
|
|
"selectionWeight": 0.058952371961004196,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 23.5,
|
|
"waiting": 8124
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2943.2727272727275,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.779212708213607,
|
|
"queueFactor": 0.8550903618483664,
|
|
"queueWeight": 0.8550903618483664,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.3939393939393939,
|
|
"recentTerminal": 33,
|
|
"recentWilsonLowerBound": 0.24682882231508205,
|
|
"running": 1,
|
|
"selectionWeight": 1.5213876384715852,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 5.5,
|
|
"waiting": 16188
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 383.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.5423651317463286,
|
|
"queueFactor": 1.16106563517438,
|
|
"queueWeight": 1.16106563517438,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.2,
|
|
"recentTerminal": 150,
|
|
"recentWilsonLowerBound": 0.1438399280560674,
|
|
"running": 6,
|
|
"selectionWeight": 0.6297215161874873,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 25.0,
|
|
"waiting": 9575
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 591.8823529411765,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.7642370805465798,
|
|
"queueFactor": 1.087680339607792,
|
|
"queueWeight": 1.087680339607792,
|
|
"recentSuccess": 28,
|
|
"recentSuccessRate": 0.23529411764705882,
|
|
"recentTerminal": 119,
|
|
"recentWilsonLowerBound": 0.16810390246860613,
|
|
"running": 4,
|
|
"selectionWeight": 0.8312456473097715,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.833333333333332,
|
|
"waiting": 11739
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2762.2105263157896,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.6152705675796423,
|
|
"queueFactor": 0.8632728267864563,
|
|
"queueWeight": 0.8632728267864563,
|
|
"recentSuccess": 14,
|
|
"recentSuccessRate": 0.24561403508771928,
|
|
"recentTerminal": 57,
|
|
"recentWilsonLowerBound": 0.15232700465447838,
|
|
"running": 4,
|
|
"selectionWeight": 0.5311463621129852,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 9.5,
|
|
"waiting": 26241
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 3097.1666666666665,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.08162363383788404,
|
|
"queueFactor": 0.8485782590728816,
|
|
"queueWeight": 0.8485782590728816,
|
|
"recentSuccess": 5,
|
|
"recentSuccessRate": 0.1388888888888889,
|
|
"recentTerminal": 36,
|
|
"recentWilsonLowerBound": 0.06081725363115098,
|
|
"running": 2,
|
|
"selectionWeight": 0.06926404110135399,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.0,
|
|
"waiting": 18583
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1506.2432432432431,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9454799432999601,
|
|
"queueWeight": 0.9454799432999601,
|
|
"recentSuccess": 7,
|
|
"recentSuccessRate": 0.0945945945945946,
|
|
"recentTerminal": 74,
|
|
"recentWilsonLowerBound": 0.046579345930590606,
|
|
"running": 16,
|
|
"selectionWeight": 0.047273997164998006,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 12.333333333333334,
|
|
"waiting": 18577
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1489.5151515151515,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 1.3987823058826179,
|
|
"queueFactor": 0.9470651340158849,
|
|
"queueWeight": 0.9470651340158849,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.30303030303030304,
|
|
"recentTerminal": 99,
|
|
"recentWilsonLowerBound": 0.22126156934946595,
|
|
"running": 5,
|
|
"selectionWeight": 1.32473795197977,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.5,
|
|
"waiting": 24577
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-21T03:26:40.179948+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-21T03:26:40.179948+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
|
|
}
|