state: generation 6473 (cycle)

This commit is contained in:
2026-09-13 02:22:50 +00:00
parent b6f6b23a5f
commit e922f0cb01
9 changed files with 2475 additions and 2475 deletions

View File

@@ -3,135 +3,135 @@
"communityError": null,
"communitySample": {},
"communityUpdatedAt": "2026-09-13T02:15:06.615710+00:00",
"frameworkAttemptedAt": "2026-09-12T20:19:24.231056+00:00",
"frameworkAttemptedAt": "2026-09-13T02:20:58.966988+00:00",
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 38671,
"modelCount": 38710,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 18525,
"successRate": 0.47904114194098935,
"wilsonLowerBound": 0.4740643633025303
"successCount": 18554,
"successRate": 0.47930767243606304,
"wilsonLowerBound": 0.47433326304559437
},
"vllm": {
"framework": "vllm",
"modelCount": 51142,
"modelCount": 51206,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14432,
"successRate": 0.2821946736537484,
"wilsonLowerBound": 0.2783104236935034
"successCount": 14447,
"successRate": 0.2821349060656954,
"wilsonLowerBound": 0.27825332889847854
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 2000,
"modelCount": 2023,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 527,
"successRate": 0.2635,
"wilsonLowerBound": 0.24465945446356338
"successCount": 533,
"successRate": 0.26347009391992093,
"wilsonLowerBound": 0.24473500098387113
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 31792,
"modelCount": 31841,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 13765,
"successRate": 0.4329705586311022,
"wilsonLowerBound": 0.42753233440320204
"successCount": 13798,
"successRate": 0.43334066141138783,
"wilsonLowerBound": 0.4279060235563416
},
"vllm": {
"framework": "vllm",
"modelCount": 36855,
"modelCount": 36900,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 10524,
"successRate": 0.2855514855514856,
"wilsonLowerBound": 0.280962593334288
"successCount": 10534,
"successRate": 0.28547425474254745,
"wilsonLowerBound": 0.2808885298302502
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 7487,
"modelCount": 7530,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3329,
"successRate": 0.44463737144383597,
"wilsonLowerBound": 0.43341237142472094
"successCount": 3343,
"successRate": 0.4439575033200531,
"wilsonLowerBound": 0.43276656905044963
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 63830,
"modelCount": 63833,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12064,
"successRate": 0.1890020366598778,
"wilsonLowerBound": 0.18598349304669073
"successRate": 0.1889931540112481,
"wilsonLowerBound": 0.18597473615778007
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 15055,
"modelCount": 15192,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3015,
"successRate": 0.20026569246097642,
"wilsonLowerBound": 0.19394970407189963
"successCount": 3051,
"successRate": 0.20082938388625593,
"wilsonLowerBound": 0.19453474828248493
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 5397,
"modelCount": 5427,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 44,
"successRate": 0.008152677413377803,
"wilsonLowerBound": 0.006078874779721527
"successCount": 45,
"successRate": 0.008291873963515755,
"wilsonLowerBound": 0.006202943735248221
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
"modelCount": 26018,
"modelCount": 26026,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3195,
"successRate": 0.1227996002767315,
"wilsonLowerBound": 0.1188670830635091
"successCount": 3196,
"successRate": 0.12280027664643049,
"wilsonLowerBound": 0.11886834581066386
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16456,
"modelCount": 16457,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1672,
"successRate": 0.10160427807486631,
"wilsonLowerBound": 0.09708067184513666
"successRate": 0.10159810415020963,
"wilsonLowerBound": 0.09707475831962524
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 9868,
"modelCount": 9928,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4257,
"successRate": 0.43139440616132957,
"wilsonLowerBound": 0.4216509495455932
"successCount": 4269,
"successRate": 0.4299959709911362,
"wilsonLowerBound": 0.42028629840368786
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
"modelCount": 24060,
"modelCount": 24064,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3776,
"successRate": 0.1569409808811305,
"wilsonLowerBound": 0.1523995191862585
"successRate": 0.15691489361702127,
"wilsonLowerBound": 0.15237411978474308
},
"vllm-customized": {
"framework": "vllm-customized",
@@ -144,106 +144,106 @@
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 40336,
"modelCount": 40453,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 10189,
"successRate": 0.25260313367711223,
"wilsonLowerBound": 0.24838645110920407
"successCount": 10211,
"successRate": 0.2524163844461474,
"wilsonLowerBound": 0.2482068239762199
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
"modelCount": 22960,
"modelCount": 22971,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3033,
"successRate": 0.1320993031358885,
"wilsonLowerBound": 0.12778097141185013
"successCount": 3035,
"successRate": 0.13212311174959732,
"wilsonLowerBound": 0.1278054610212315
},
"vllm": {
"framework": "vllm",
"modelCount": 86514,
"modelCount": 86517,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9762,
"successRate": 0.1128372286566336,
"wilsonLowerBound": 0.11074605591413372
"successRate": 0.11283331599570026,
"wilsonLowerBound": 0.11074221128709302
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 38984,
"modelCount": 39045,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4777,
"successRate": 0.12253745126205623,
"wilsonLowerBound": 0.11931951235893974
"successCount": 4786,
"successRate": 0.12257651427839672,
"wilsonLowerBound": 0.11936061137133941
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 27316,
"modelCount": 27538,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3285,
"successRate": 0.1202591887538439,
"wilsonLowerBound": 0.11645518250728011
"successCount": 3294,
"successRate": 0.11961652988597574,
"wilsonLowerBound": 0.11583664036135304
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 87685,
"modelCount": 87725,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 20471,
"successRate": 0.2334606831271027,
"wilsonLowerBound": 0.23067233593140185
"successCount": 20494,
"successRate": 0.23361641493302934,
"wilsonLowerBound": 0.23082804500678036
},
"transformers": {
"framework": "transformers",
"modelCount": 5085,
"modelCount": 5089,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 562,
"successRate": 0.11052114060963618,
"wilsonLowerBound": 0.10219550539969101
"successRate": 0.11043426999410494,
"wilsonLowerBound": 0.10211481962977126
},
"vllm": {
"framework": "vllm",
"modelCount": 112451,
"modelCount": 112453,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16504,
"successRate": 0.1467661470329299,
"wilsonLowerBound": 0.1447098766251852
"successRate": 0.14676353676647133,
"wilsonLowerBound": 0.14470729985432362
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
"modelCount": 15826,
"modelCount": 15863,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3232,
"successRate": 0.20422090231265008,
"wilsonLowerBound": 0.19801220694141358
"successCount": 3243,
"successRate": 0.20443800037823867,
"wilsonLowerBound": 0.19823393669736492
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 42611,
"modelCount": 42633,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5542,
"successRate": 0.13006031306470162,
"wilsonLowerBound": 0.12689979905741539
"successCount": 5545,
"successRate": 0.13006356578237516,
"wilsonLowerBound": 0.12690382451301968
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 6192,
"modelCount": 6218,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 481,
"successRate": 0.07768087855297158,
"wilsonLowerBound": 0.0712725341691259
"successCount": 484,
"successRate": 0.07783853329044708,
"wilsonLowerBound": 0.07143680189592219
}
},
"Iluvatar_mrv-100": {
@@ -258,76 +258,76 @@
},
"vllm": {
"framework": "vllm",
"modelCount": 30211,
"modelCount": 30245,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5208,
"successRate": 0.1723875409619013,
"wilsonLowerBound": 0.16816994458500034
"successCount": 5220,
"successRate": 0.17259051082823607,
"wilsonLowerBound": 0.16837325396551214
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
"modelCount": 60761,
"modelCount": 60764,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12379,
"successRate": 0.20373265746120045,
"wilsonLowerBound": 0.20054882906583454
"successRate": 0.20372259890724773,
"wilsonLowerBound": 0.20053890810315322
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 6393,
"modelCount": 6430,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1890,
"successRate": 0.29563585171281087,
"wilsonLowerBound": 0.28457511133138486
"successCount": 1902,
"successRate": 0.295800933125972,
"wilsonLowerBound": 0.2847697913082244
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 11955,
"modelCount": 11989,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3127,
"successRate": 0.2615641990798829,
"wilsonLowerBound": 0.25376348972544455
"successCount": 3140,
"successRate": 0.26190674785219786,
"wilsonLowerBound": 0.2541135649289468
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
"modelCount": 58905,
"modelCount": 58984,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16038,
"successRate": 0.2722689075630252,
"wilsonLowerBound": 0.2686891298980853
"successCount": 16061,
"successRate": 0.2722941814729418,
"wilsonLowerBound": 0.2687166858564779
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 46020,
"modelCount": 46045,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 20005,
"successRate": 0.43470230334637117,
"wilsonLowerBound": 0.43017878281921546
"successCount": 20017,
"successRate": 0.43472689760017375,
"wilsonLowerBound": 0.43020457204244494
},
"vllm": {
"framework": "vllm",
"modelCount": 35653,
"modelCount": 35684,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3083,
"successRate": 0.08647238661543208,
"wilsonLowerBound": 0.08359927824736314
"successCount": 3097,
"successRate": 0.08678959757874678,
"wilsonLowerBound": 0.08391284881783719
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 267,
"modelCount": 276,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
@@ -347,190 +347,190 @@
},
"vllm": {
"framework": "vllm",
"modelCount": 10004,
"modelCount": 10006,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 731,
"successRate": 0.07307077169132348,
"wilsonLowerBound": 0.0681330665886707
"successCount": 732,
"successRate": 0.07315610633619828,
"wilsonLowerBound": 0.0682161070379902
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 5532,
"modelCount": 5547,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2320,
"successRate": 0.4193781634128706,
"wilsonLowerBound": 0.40643487416191415
"successCount": 2327,
"successRate": 0.4195060393005228,
"wilsonLowerBound": 0.40657953764782206
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7366,
"modelCount": 7367,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
"successRate": 0.0319033396687483,
"wilsonLowerBound": 0.028127525443756914
"successRate": 0.0318990090946111,
"wilsonLowerBound": 0.02812370043844604
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 10434,
"modelCount": 10497,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3585,
"successRate": 0.34358826912018403,
"wilsonLowerBound": 0.3345348216146463
"successCount": 3601,
"successRate": 0.3430503953510527,
"wilsonLowerBound": 0.3340275657898109
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 25945,
"modelCount": 25972,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 13103,
"successRate": 0.5050298708807092,
"wilsonLowerBound": 0.4989457438548953
"successCount": 13118,
"successRate": 0.5050823964269213,
"wilsonLowerBound": 0.4990014313048249
},
"vllm": {
"framework": "vllm",
"modelCount": 60639,
"modelCount": 60694,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5902,
"successRate": 0.09733010109005755,
"wilsonLowerBound": 0.09499632795747028
"successCount": 5918,
"successRate": 0.09750551949121825,
"wilsonLowerBound": 0.09517088696191259
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 12198,
"modelCount": 12209,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1710,
"successRate": 0.14018691588785046,
"wilsonLowerBound": 0.13413889565175696
"successCount": 1715,
"successRate": 0.14047014497501842,
"wilsonLowerBound": 0.13441951062212307
}
}
}
},
"frameworkUpdatedAt": null,
"generatedAt": "2026-09-13T02:18:02.700450+00:00",
"generatedAt": "2026-09-13T02:20:58.966988+00:00",
"gpuStats": {
"Ascend_910-b3": {
"available": true,
"backlogHours": 856.6748466257668,
"backlogHours": 851.6341463414634,
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 1.5289336444490267,
"queueFactor": 0.9909276192080526,
"queueWeight": 0.9909276192080526,
"recentSuccess": 50,
"recentSuccessRate": 0.3067484662576687,
"recentTerminal": 163,
"recentWilsonLowerBound": 0.24108221543879654,
"running": 8,
"selectionWeight": 1.5150625762209653,
"qualityFactor": 1.6497082338233462,
"queueFactor": 0.9965312146884104,
"queueWeight": 0.9965312146884104,
"recentSuccess": 51,
"recentSuccessRate": 0.31097560975609756,
"recentTerminal": 164,
"recentWilsonLowerBound": 0.2451381121786042,
"running": 10,
"selectionWeight": 1.6439857501334514,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 27.166666666666668,
"waiting": 23273
"throughputPerHour": 27.333333333333332,
"waiting": 23278
},
"Ascend_910-b4": {
"available": true,
"backlogHours": 1031.0188679245282,
"backlogHours": 1037.8101265822786,
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 1.7894139234939899,
"queueFactor": 0.9637720861711104,
"queueWeight": 0.9637720861711104,
"recentSuccess": 52,
"recentSuccessRate": 0.3270440251572327,
"recentTerminal": 159,
"recentWilsonLowerBound": 0.2589528575238018,
"running": 8,
"selectionWeight": 1.7245871900694345,
"qualityFactor": 1.9826435808073026,
"queueFactor": 0.9674113561226817,
"queueWeight": 0.9674113561226817,
"recentSuccess": 53,
"recentSuccessRate": 0.33544303797468356,
"recentTerminal": 158,
"recentWilsonLowerBound": 0.26650208604350106,
"running": 9,
"selectionWeight": 1.9180319152167222,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 26.5,
"waiting": 27322
"throughputPerHour": 26.333333333333332,
"waiting": 27329
},
"Biren_166m": {
"available": true,
"backlogHours": 138.59067357512956,
"backlogHours": 143.74193548387098,
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 0.3030421127914469,
"qualityFactor": 0.2622014039011267,
"queueFactor": 1.3,
"queueWeight": 1.3,
"recentSuccess": 31,
"recentSuccessRate": 0.16062176165803108,
"recentTerminal": 193,
"recentWilsonLowerBound": 0.11552386104400723,
"running": 11,
"selectionWeight": 0.39395474662888097,
"recentSuccess": 28,
"recentSuccessRate": 0.15053763440860216,
"recentTerminal": 186,
"recentWilsonLowerBound": 0.1062508949159088,
"running": 10,
"selectionWeight": 0.3408618250714647,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 32.166666666666664,
"waiting": 4458
"throughputPerHour": 31.0,
"waiting": 4456
},
"Cambricon_mlu-370-x4": {
"available": true,
"backlogHours": 1519.2631578947369,
"backlogHours": 1546.6071428571427,
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
"qualityFactor": 1.513909043603954,
"queueFactor": 0.909325530498328,
"queueWeight": 0.909325530498328,
"qualityFactor": 1.641219160937282,
"queueFactor": 0.9112171080319034,
"queueWeight": 0.9112171080319034,
"recentSuccess": 20,
"recentSuccessRate": 0.3508771929824561,
"recentTerminal": 57,
"recentWilsonLowerBound": 0.24000246078174028,
"recentSuccessRate": 0.35714285714285715,
"recentTerminal": 56,
"recentWilsonLowerBound": 0.24456392702705987,
"running": 7,
"selectionWeight": 1.3766361442013817,
"selectionWeight": 1.495506977475817,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 9.5,
"waiting": 14433
"throughputPerHour": 9.333333333333334,
"waiting": 14435
},
"Cambricon_mlu-370-x8": {
"available": true,
"backlogHours": 445.47457627118644,
"backlogHours": 445.5254237288135,
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
"qualityFactor": 0.32615655013253786,
"queueFactor": 1.0930521858765685,
"queueWeight": 1.0930521858765685,
"recentSuccess": 21,
"recentSuccessRate": 0.17796610169491525,
"qualityFactor": 0.2585296815286895,
"queueFactor": 1.0982418597960482,
"queueWeight": 1.0982418597960482,
"recentSuccess": 19,
"recentSuccessRate": 0.16101694915254236,
"recentTerminal": 118,
"recentWilsonLowerBound": 0.119448913662713,
"running": 7,
"selectionWeight": 0.3565061300603311,
"recentWilsonLowerBound": 0.10557198487865982,
"running": 8,
"selectionWeight": 0.283928118254548,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 19.666666666666668,
"waiting": 8761
"waiting": 8762
},
"Iluvatar_bi-100": {
"available": true,
"backlogHours": 43.42153846153846,
"backlogHours": 42.91463414634146,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
@@ -540,196 +540,196 @@
"queueFactor": 1.3,
"queueWeight": 1.3,
"recentSuccess": 15,
"recentSuccessRate": 0.046153846153846156,
"recentTerminal": 325,
"recentWilsonLowerBound": 0.028166194172197002,
"running": 27,
"recentSuccessRate": 0.04573170731707317,
"recentTerminal": 328,
"recentWilsonLowerBound": 0.027906773633288175,
"running": 26,
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 54.166666666666664,
"waiting": 2352
"throughputPerHour": 54.666666666666664,
"waiting": 2346
},
"Iluvatar_bi-150": {
"available": true,
"backlogHours": 200.13559322033896,
"backlogHours": 190.06451612903226,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
"qualityFactor": 0.05424295239468653,
"queueFactor": 1.2324397172312724,
"queueWeight": 1.2324397172312724,
"recentSuccess": 11,
"recentSuccessRate": 0.09322033898305085,
"recentTerminal": 118,
"recentWilsonLowerBound": 0.05285105557398857,
"qualityFactor": 0.09967812039215532,
"queueFactor": 1.2479400137354424,
"queueWeight": 1.2479400137354424,
"recentSuccess": 14,
"recentSuccessRate": 0.11290322580645161,
"recentTerminal": 124,
"recentWilsonLowerBound": 0.0684553693698627,
"running": 3,
"selectionWeight": 0.06685116891109684,
"selectionWeight": 0.12439231493130938,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 19.666666666666668,
"waiting": 3936
"throughputPerHour": 20.666666666666668,
"waiting": 3928
},
"Iluvatar_mrv-100": {
"available": true,
"backlogHours": 1859.3999999999999,
"backlogHours": 1822.9411764705883,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
"qualityFactor": 0.9163643433376962,
"queueFactor": 0.8821824456457903,
"queueWeight": 0.8821824456457903,
"recentSuccess": 15,
"recentSuccessRate": 0.3,
"recentTerminal": 50,
"recentWilsonLowerBound": 0.1910338908960936,
"qualityFactor": 1.0926686627599373,
"queueFactor": 0.889022942095765,
"queueWeight": 0.889022942095765,
"recentSuccess": 16,
"recentSuccessRate": 0.3137254901960784,
"recentTerminal": 51,
"recentWilsonLowerBound": 0.20327509667785154,
"running": 2,
"selectionWeight": 0.8084005375082475,
"selectionWeight": 0.9714075093026848,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 8.333333333333334,
"throughputPerHour": 8.5,
"waiting": 15495
},
"Kunlunxin_p-800": {
"available": true,
"backlogHours": 803.6341463414634,
"backlogHours": 844.9230769230769,
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
"qualityFactor": 0.7464882410572165,
"queueFactor": 1.0004734737006487,
"queueWeight": 1.0004734737006487,
"recentSuccess": 21,
"recentSuccessRate": 0.25609756097560976,
"recentTerminal": 82,
"recentWilsonLowerBound": 0.17403449018407666,
"running": 7,
"selectionWeight": 0.7468416836072005,
"qualityFactor": 0.6618475455430561,
"queueFactor": 0.9977145160462304,
"queueWeight": 0.9977145160462304,
"recentSuccess": 19,
"recentSuccessRate": 0.24358974358974358,
"recentTerminal": 78,
"recentWilsonLowerBound": 0.16185113739317145,
"running": 8,
"selectionWeight": 0.6603349035978757,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 13.666666666666666,
"waiting": 10983
"throughputPerHour": 13.0,
"waiting": 10984
},
"MetaX_c-500": {
"available": true,
"backlogHours": 808.7142857142857,
"backlogHours": 781.1034482758621,
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 0.6182576385286848,
"queueFactor": 0.9995282387773005,
"queueWeight": 0.9995282387773005,
"recentSuccess": 20,
"recentSuccessRate": 0.23809523809523808,
"recentTerminal": 84,
"recentWilsonLowerBound": 0.15974570781689024,
"qualityFactor": 0.7695384798695014,
"queueFactor": 1.0095377968738253,
"queueWeight": 1.0095377968738253,
"recentSuccess": 22,
"recentSuccessRate": 0.25287356321839083,
"recentTerminal": 87,
"recentWilsonLowerBound": 0.17333087433749275,
"running": 4,
"selectionWeight": 0.6179659685491892,
"selectionWeight": 0.776878181577089,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 14.0,
"waiting": 11322
"throughputPerHour": 14.5,
"waiting": 11326
},
"Mthreads_s4000": {
"available": true,
"backlogHours": 1696.421052631579,
"backlogHours": 1592.5185185185185,
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 1.4290493463535816,
"queueFactor": 0.8944051424890049,
"queueWeight": 0.8944051424890049,
"recentSuccess": 25,
"recentSuccessRate": 0.32894736842105265,
"recentTerminal": 76,
"recentWilsonLowerBound": 0.2337912044636209,
"running": 5,
"selectionWeight": 1.2781490842491945,
"qualityFactor": 1.578725902647716,
"queueFactor": 0.9072274726581551,
"queueWeight": 0.9072274726581551,
"recentSuccess": 27,
"recentSuccessRate": 0.3333333333333333,
"recentTerminal": 81,
"recentWilsonLowerBound": 0.24028620252704977,
"running": 4,
"selectionWeight": 1.432263510679052,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 12.666666666666666,
"waiting": 21488
"throughputPerHour": 13.5,
"waiting": 21499
},
"Sunrise_pt-200-x1": {
"available": true,
"backlogHours": 4328.4,
"backlogHours": 4328.099999999999,
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
"qualityFactor": 0.815676905100793,
"queueFactor": 0.7771685675855613,
"queueWeight": 0.7771685675855613,
"recentSuccess": 7,
"recentSuccessRate": 0.35,
"qualityFactor": 0.523406973203251,
"queueFactor": 0.7808799532346423,
"queueWeight": 0.7808799532346423,
"recentSuccess": 6,
"recentSuccessRate": 0.3,
"recentTerminal": 20,
"recentWilsonLowerBound": 0.1811895478679446,
"recentWilsonLowerBound": 0.14547527396899385,
"running": 2,
"selectionWeight": 0.6339184519498071,
"selectionWeight": 0.40871801275764036,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 3.3333333333333335,
"waiting": 14428
"waiting": 14427
},
"Vastai_va16": {
"available": true,
"backlogHours": 788.9268292682927,
"backlogHours": 819.3417721518988,
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
"qualityFactor": 0.7464882410572165,
"queueFactor": 1.0032492107926594,
"queueWeight": 1.0032492107926594,
"qualityFactor": 0.8457411293203003,
"queueFactor": 1.0023262452060198,
"queueWeight": 1.0023262452060198,
"recentSuccess": 21,
"recentSuccessRate": 0.25609756097560976,
"recentTerminal": 82,
"recentWilsonLowerBound": 0.17403449018407666,
"recentSuccessRate": 0.26582278481012656,
"recentTerminal": 79,
"recentWilsonLowerBound": 0.18093205809599439,
"running": 16,
"selectionWeight": 0.7489137387066529,
"selectionWeight": 0.8477085305679154,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 13.666666666666666,
"waiting": 10782
"throughputPerHour": 13.166666666666666,
"waiting": 10788
},
"hygon_k100-ai": {
"available": true,
"backlogHours": 484.61538461538464,
"backlogHours": 477.1260504201681,
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
"qualityFactor": 2.5,
"queueFactor": 1.0793312614309942,
"queueWeight": 1.0793312614309942,
"queueFactor": 1.0870108959325349,
"queueWeight": 1.0870108959325349,
"recentSuccess": 45,
"recentSuccessRate": 0.38461538461538464,
"recentTerminal": 117,
"recentWilsonLowerBound": 0.3014629737400968,
"running": 6,
"selectionWeight": 2.6983281535774855,
"recentSuccessRate": 0.37815126050420167,
"recentTerminal": 119,
"recentWilsonLowerBound": 0.29612237996338414,
"running": 7,
"selectionWeight": 2.717527239831337,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 19.5,
"waiting": 9450
"throughputPerHour": 19.833333333333332,
"waiting": 9463
}
},
"queueAttemptedAt": "2026-09-13T02:09:17.588592+00:00",
"queueAttemptedAt": "2026-09-13T02:20:58.966988+00:00",
"queueError": null,
"queueUpdatedAt": "2026-09-13T02:09:17.588592+00:00",
"queueUpdatedAt": "2026-09-13T02:20:58.966988+00:00",
"supportedGpus": [
"Vastai_va16",
"Iluvatar_mrv-100",