791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-18T10:27:45.771385+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-10-18T10:27:45.771385+00:00",
|
|
"frameworkAttemptedAt": "2026-10-18T06:28:39.468248+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43291,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21700,
|
|
"successRate": 0.5012589221778199,
|
|
"wilsonLowerBound": 0.49654896539802706
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 57853,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15495,
|
|
"successRate": 0.2678339930513543,
|
|
"wilsonLowerBound": 0.26424096173310074
|
|
},
|
|
"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": 5014,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1570,
|
|
"successRate": 0.3131232548863183,
|
|
"wilsonLowerBound": 0.30043351865235285
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38158,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18164,
|
|
"successRate": 0.47602075580481157,
|
|
"wilsonLowerBound": 0.47101231919193837
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40398,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11096,
|
|
"successRate": 0.27466706272587754,
|
|
"wilsonLowerBound": 0.27033604894850455
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 13801,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5736,
|
|
"successRate": 0.4156220563727266,
|
|
"wilsonLowerBound": 0.4074242780015285
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64249,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.18829865056265468,
|
|
"wilsonLowerBound": 0.18529427466329085
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 33596,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7194,
|
|
"successRate": 0.21413263483748066,
|
|
"wilsonLowerBound": 0.2097788450525143
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8220,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 115,
|
|
"successRate": 0.013990267639902677,
|
|
"wilsonLowerBound": 0.011668693512267436
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26746,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3287,
|
|
"successRate": 0.12289688177671428,
|
|
"wilsonLowerBound": 0.1190161504699816
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16517,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10147121147908215,
|
|
"wilsonLowerBound": 0.0969585028720572
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 16934,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6586,
|
|
"successRate": 0.3889216959962206,
|
|
"wilsonLowerBound": 0.38160497824871364
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24809,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3808,
|
|
"successRate": 0.15349268410657424,
|
|
"wilsonLowerBound": 0.14906086012479414
|
|
},
|
|
"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": 54257,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13652,
|
|
"successRate": 0.25161730283650036,
|
|
"wilsonLowerBound": 0.24798356743593045
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25066,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3167,
|
|
"successRate": 0.12634644538418574,
|
|
"wilsonLowerBound": 0.12229056247206296
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87100,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.11219288174512056,
|
|
"wilsonLowerBound": 0.11011397310551474
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 48675,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5653,
|
|
"successRate": 0.11613764766307139,
|
|
"wilsonLowerBound": 0.11332158394143851
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 50462,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3780,
|
|
"successRate": 0.07490785145257818,
|
|
"wilsonLowerBound": 0.07264323400313483
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 94745,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23841,
|
|
"successRate": 0.25163333157422557,
|
|
"wilsonLowerBound": 0.24888019537100728
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 93,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5649,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 590,
|
|
"successRate": 0.10444326429456541,
|
|
"wilsonLowerBound": 0.09673477553832191
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112896,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16538,
|
|
"successRate": 0.14648880385487528,
|
|
"wilsonLowerBound": 0.1444381917805569
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 248,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.004032258064516129,
|
|
"wilsonLowerBound": 0.0007121292102298671
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25165,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4133,
|
|
"successRate": 0.16423604212199483,
|
|
"wilsonLowerBound": 0.15970979738023652
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44234,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5713,
|
|
"successRate": 0.12915404440023512,
|
|
"wilsonLowerBound": 0.12606083969304327
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8403,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 811,
|
|
"successRate": 0.09651315006545282,
|
|
"wilsonLowerBound": 0.09038244602255616
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35259,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7064,
|
|
"successRate": 0.2003460109475595,
|
|
"wilsonLowerBound": 0.19620081315066837
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61545,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12429,
|
|
"successRate": 0.20194979283451134,
|
|
"wilsonLowerBound": 0.19879670811290817
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17718,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5010,
|
|
"successRate": 0.28276329156789703,
|
|
"wilsonLowerBound": 0.2761797436608461
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 15999,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3862,
|
|
"successRate": 0.24139008688043004,
|
|
"wilsonLowerBound": 0.23482167957314545
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69164,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19025,
|
|
"successRate": 0.27507084610491006,
|
|
"wilsonLowerBound": 0.27175538649666336
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1444,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 856,
|
|
"successRate": 0.592797783933518,
|
|
"wilsonLowerBound": 0.567242592027627
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48557,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.4475152913071236,
|
|
"wilsonLowerBound": 0.4430968477023826
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40765,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5099,
|
|
"successRate": 0.12508279161045013,
|
|
"wilsonLowerBound": 0.12190667507321976
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1187,
|
|
"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": 10105,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 765,
|
|
"successRate": 0.07570509648688768,
|
|
"wilsonLowerBound": 0.07070710236143048
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7662,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3361,
|
|
"successRate": 0.4386583137561994,
|
|
"wilsonLowerBound": 0.4275805738941514
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7429,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.03297886660384978,
|
|
"wilsonLowerBound": 0.029153181447422398
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19265,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5548,
|
|
"successRate": 0.2879833895665715,
|
|
"wilsonLowerBound": 0.28163174868017216
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 28889,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14789,
|
|
"successRate": 0.5119249541347918,
|
|
"wilsonLowerBound": 0.5061595883816564
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68122,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7343,
|
|
"successRate": 0.10779190276269046,
|
|
"wilsonLowerBound": 0.10548514596643746
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14102,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2474,
|
|
"successRate": 0.17543610835342505,
|
|
"wilsonLowerBound": 0.16924722362983163
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-18T10:27:45.771385+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1186.618705035971,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.543036471468119,
|
|
"queueFactor": 1.007405597094863,
|
|
"queueWeight": 1.007405597094863,
|
|
"recentSuccess": 46,
|
|
"recentSuccessRate": 0.33093525179856115,
|
|
"recentTerminal": 139,
|
|
"recentWilsonLowerBound": 0.2581807839687957,
|
|
"running": 6,
|
|
"selectionWeight": 1.554463577878491,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.166666666666668,
|
|
"waiting": 27490
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1306.2739726027398,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9929923367045704,
|
|
"queueWeight": 0.9929923367045704,
|
|
"recentSuccess": 58,
|
|
"recentSuccessRate": 0.3972602739726027,
|
|
"recentTerminal": 146,
|
|
"recentWilsonLowerBound": 0.3214994215435278,
|
|
"running": 8,
|
|
"selectionWeight": 2.482480841761426,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.333333333333332,
|
|
"waiting": 31786
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 153.01639344262296,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.37731130310671795,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 34,
|
|
"recentSuccessRate": 0.18579234972677597,
|
|
"recentTerminal": 183,
|
|
"recentWilsonLowerBound": 0.13610973830641254,
|
|
"running": 7,
|
|
"selectionWeight": 0.49050469403873337,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 30.5,
|
|
"waiting": 4667
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1404.6315789473686,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.1620532582784197,
|
|
"queueFactor": 0.9822378688236401,
|
|
"queueWeight": 0.9822378688236401,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.15789473684210525,
|
|
"recentTerminal": 76,
|
|
"recentWilsonLowerBound": 0.09269405994267452,
|
|
"running": 7,
|
|
"selectionWeight": 0.15917484704732188,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.666666666666666,
|
|
"waiting": 17792
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 403.1917808219178,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.198568546429146,
|
|
"queueFactor": 1.1844706052369698,
|
|
"queueWeight": 1.1844706052369698,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.1506849315068493,
|
|
"recentTerminal": 146,
|
|
"recentWilsonLowerBound": 0.1016638993381026,
|
|
"running": 6,
|
|
"selectionWeight": 0.2351986063699559,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.333333333333332,
|
|
"waiting": 9811
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 69.82758620689656,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 14,
|
|
"recentSuccessRate": 0.04827586206896552,
|
|
"recentTerminal": 290,
|
|
"recentWilsonLowerBound": 0.028971395965745345,
|
|
"running": 6,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 48.333333333333336,
|
|
"waiting": 3375
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 313.14285714285717,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 1.3570416113844572,
|
|
"queueFactor": 1.23023948419672,
|
|
"queueWeight": 1.23023948419672,
|
|
"recentSuccess": 46,
|
|
"recentSuccessRate": 0.3129251700680272,
|
|
"recentTerminal": 147,
|
|
"recentWilsonLowerBound": 0.24353870595770505,
|
|
"running": 1,
|
|
"selectionWeight": 1.6694861720231002,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.5,
|
|
"waiting": 7672
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 1845.576923076923,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.8716041037425158,
|
|
"queueFactor": 0.9428252724214778,
|
|
"queueWeight": 0.9428252724214778,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.3076923076923077,
|
|
"recentTerminal": 52,
|
|
"recentWilsonLowerBound": 0.19914562391353519,
|
|
"running": 2,
|
|
"selectionWeight": 0.8217703765547155,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.666666666666666,
|
|
"waiting": 15995
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 456.8095238095238,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.690016493023582,
|
|
"queueFactor": 1.1624941216470663,
|
|
"queueWeight": 1.1624941216470663,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.24603174603174602,
|
|
"recentTerminal": 126,
|
|
"recentWilsonLowerBound": 0.17908230637931405,
|
|
"running": 7,
|
|
"selectionWeight": 0.8021401169794381,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.0,
|
|
"waiting": 9593
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 588.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.6849067175851654,
|
|
"queueFactor": 1.1192946786200288,
|
|
"queueWeight": 1.1192946786200288,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.24786324786324787,
|
|
"recentTerminal": 117,
|
|
"recentWilsonLowerBound": 0.1784782855379003,
|
|
"running": 4,
|
|
"selectionWeight": 0.7666124443441866,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.5,
|
|
"waiting": 11466
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1481.3142857142857,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.09814761835539973,
|
|
"queueFactor": 0.9744374268114092,
|
|
"queueWeight": 0.9744374268114092,
|
|
"recentSuccess": 13,
|
|
"recentSuccessRate": 0.12380952380952381,
|
|
"recentTerminal": 105,
|
|
"recentWilsonLowerBound": 0.07380094170864485,
|
|
"running": 4,
|
|
"selectionWeight": 0.09563871267790394,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.5,
|
|
"waiting": 25923
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2832.153846153846,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.22587518932078998,
|
|
"queueFactor": 0.8841653920648075,
|
|
"queueWeight": 0.8841653920648075,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.20512820512820512,
|
|
"recentTerminal": 39,
|
|
"recentWilsonLowerBound": 0.10779590197911117,
|
|
"running": 1,
|
|
"selectionWeight": 0.19971102532352888,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.5,
|
|
"waiting": 18409
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1696.7796610169491,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.1250243336954037,
|
|
"queueFactor": 0.9547885901359666,
|
|
"queueWeight": 0.9547885901359666,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.15254237288135594,
|
|
"recentTerminal": 59,
|
|
"recentWilsonLowerBound": 0.08238371089067363,
|
|
"running": 16,
|
|
"selectionWeight": 0.11937180730172312,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 9.833333333333334,
|
|
"waiting": 16685
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1743.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 1.280544200243132,
|
|
"queueFactor": 0.950947256617381,
|
|
"queueWeight": 0.950947256617381,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.32926829268292684,
|
|
"recentTerminal": 82,
|
|
"recentWilsonLowerBound": 0.2371996746292997,
|
|
"running": 4,
|
|
"selectionWeight": 1.2177299941985045,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.666666666666666,
|
|
"waiting": 23821
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-18T10:27:45.771385+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-18T10:27:45.771385+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
|
|
}
|