{
  "communityAttemptedAt": "2026-09-12T00:09:47.195900+00:00",
  "communityError": null,
  "communitySample": {},
  "communityUpdatedAt": "2026-09-12T00:09:47.195900+00:00",
  "frameworkAttemptedAt": "2026-09-11T19:41:04.394263+00:00",
  "frameworkError": null,
  "frameworkStats": {
    "text-generation": {
      "Ascend_910-b3": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 38491,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 18403,
          "successRate": 0.4781117663869476,
          "wilsonLowerBound": 0.4731238614783059
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 50832,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 14379,
          "successRate": 0.28287299338999056,
          "wilsonLowerBound": 0.27897406882243764
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 1890,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 488,
          "successRate": 0.2582010582010582,
          "wilsonLowerBound": 0.2389745427510269
        }
      },
      "Ascend_910-b4": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 31617,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 13657,
          "successRate": 0.43195116551222446,
          "wilsonLowerBound": 0.4264995914407843
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 36715,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10488,
          "successRate": 0.2856598120659131,
          "wilsonLowerBound": 0.2810616852729416
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 7262,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3272,
          "successRate": 0.45056458275957034,
          "wilsonLowerBound": 0.43915005992734546
        }
      },
      "Biren_166m": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 63816,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12063,
          "successRate": 0.18902783001128243,
          "wilsonLowerBound": 0.18600879687750171
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 14528,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2883,
          "successRate": 0.1984443832599119,
          "wilsonLowerBound": 0.19203902982302362
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 5277,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 40,
          "successRate": 0.007580064430547659,
          "wilsonLowerBound": 0.005571697635438839
        }
      },
      "Cambricon_mlu-370-x4": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 25995,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3191,
          "successRate": 0.12275437584150799,
          "wilsonLowerBound": 0.11882078225623718
        },
        "vllm-customized": {
          "framework": "vllm-customized",
          "modelCount": 16454,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1672,
          "successRate": 0.10161662817551963,
          "wilsonLowerBound": 0.09709250105798561
        },
        "vllm-mlu": {
          "framework": "vllm-mlu",
          "modelCount": 9662,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4184,
          "successRate": 0.43303663837714756,
          "wilsonLowerBound": 0.4231850565693214
        }
      },
      "Cambricon_mlu-370-x8": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 24046,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3774,
          "successRate": 0.1569491807369209,
          "wilsonLowerBound": 0.15240631411303143
        },
        "vllm-customized": {
          "framework": "vllm-customized",
          "modelCount": 8066,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 544,
          "successRate": 0.0674435903793702,
          "wilsonLowerBound": 0.0621738174048722
        },
        "vllm-mlu": {
          "framework": "vllm-mlu",
          "modelCount": 39887,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10079,
          "successRate": 0.25268884598992153,
          "wilsonLowerBound": 0.24844814414615837
        }
      },
      "Iluvatar_bi-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 22933,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3030,
          "successRate": 0.13212401343042776,
          "wilsonLowerBound": 0.1278028250402107
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 86501,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 9762,
          "successRate": 0.11285418665680165,
          "wilsonLowerBound": 0.11076271904994393
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 38775,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4753,
          "successRate": 0.12257898130238556,
          "wilsonLowerBound": 0.11935200186474249
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 26586,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3244,
          "successRate": 0.12201910780109833,
          "wilsonLowerBound": 0.11813915421760078
        }
      },
      "Iluvatar_bi-150": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 87516,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 20369,
          "successRate": 0.23274601215777688,
          "wilsonLowerBound": 0.22995800545691278
        },
        "transformers": {
          "framework": "transformers",
          "modelCount": 5073,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 562,
          "successRate": 0.110782574413562,
          "wilsonLowerBound": 0.1024383296771337
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 112437,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 16503,
          "successRate": 0.14677552762880547,
          "wilsonLowerBound": 0.14471907491083297
        },
        "vllm_0_17_0_corex_4_4_0": {
          "framework": "vllm_0_17_0_corex_4_4_0",
          "modelCount": 15699,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3210,
          "successRate": 0.204471622396331,
          "wilsonLowerBound": 0.19823522223181728
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 42519,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5528,
          "successRate": 0.13001246501564007,
          "wilsonLowerBound": 0.12684907411780366
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 6086,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 472,
          "successRate": 0.07755504436411437,
          "wilsonLowerBound": 0.0710984285275037
        }
      },
      "Iluvatar_mrv-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 198,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 36,
          "successRate": 0.18181818181818182,
          "wilsonLowerBound": 0.1343204258911728
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 30057,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5150,
          "successRate": 0.17134111854143794,
          "wilsonLowerBound": 0.16712325940838377
        }
      },
      "Kunlunxin_p-800": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 60749,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12379,
          "successRate": 0.20377290161154915,
          "wilsonLowerBound": 0.2005885227358414
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 6222,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1837,
          "successRate": 0.29524268723882996,
          "wilsonLowerBound": 0.28403737433150666
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 11856,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3103,
          "successRate": 0.2617240215924426,
          "wilsonLowerBound": 0.2538895278531871
        }
      },
      "MetaX_c-500": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 58562,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 15942,
          "successRate": 0.27222430927905467,
          "wilsonLowerBound": 0.26863429525537075
        }
      },
      "Mthreads_s4000": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 45933,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 19942,
          "successRate": 0.4341540940064877,
          "wilsonLowerBound": 0.4296270060816622
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 35482,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3019,
          "successRate": 0.08508539541175808,
          "wilsonLowerBound": 0.08222697031999368
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 256,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 0,
          "successRate": 0.0,
          "wilsonLowerBound": 0.0
        }
      },
      "Sunrise_pt-200-x1": {
        "sglang": {
          "framework": "sglang",
          "modelCount": 6273,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 192,
          "successRate": 0.030607364897178385,
          "wilsonLowerBound": 0.02662361262856994
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 10003,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 730,
          "successRate": 0.0729781065680296,
          "wilsonLowerBound": 0.06804317517685986
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 5456,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2290,
          "successRate": 0.41972140762463345,
          "wilsonLowerBound": 0.4066870098798001
        }
      },
      "Vastai_va16": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 7363,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 235,
          "successRate": 0.03191633844900177,
          "wilsonLowerBound": 0.02813900670503671
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 10165,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3503,
          "successRate": 0.3446138711264142,
          "wilsonLowerBound": 0.3354352933082997
        }
      },
      "hygon_k100-ai": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 25778,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12981,
          "successRate": 0.5035689347505625,
          "wilsonLowerBound": 0.4974651967281339
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 60530,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5880,
          "successRate": 0.09714191310094168,
          "wilsonLowerBound": 0.09480811216074518
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 12118,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1679,
          "successRate": 0.13855421686746988,
          "wilsonLowerBound": 0.13251740769969586
        }
      }
    }
  },
  "frameworkUpdatedAt": null,
  "generatedAt": "2026-09-12T00:09:47.195900+00:00",
  "gpuStats": {
    "Ascend_910-b3": {
      "available": true,
      "backlogHours": 931.6688741721854,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b3",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.6831672628647657,
      "queueFactor": 0.9916939471697255,
      "queueWeight": 0.9916939471697255,
      "recentSuccess": 46,
      "recentSuccessRate": 0.304635761589404,
      "recentTerminal": 151,
      "recentWilsonLowerBound": 0.2368257366335642,
      "running": 8,
      "selectionWeight": 0.677492839487497,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 25.166666666666668,
      "waiting": 23447
    },
    "Ascend_910-b4": {
      "available": true,
      "backlogHours": 1020.223602484472,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 1.0679196925509387,
      "queueFactor": 0.9782786949266838,
      "queueWeight": 0.9782786949266838,
      "recentSuccess": 58,
      "recentSuccessRate": 0.36024844720496896,
      "recentTerminal": 161,
      "recentWilsonLowerBound": 0.29014558341572305,
      "running": 8,
      "selectionWeight": 1.0447230831152376,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 26.833333333333332,
      "waiting": 27376
    },
    "Biren_166m": {
      "available": true,
      "backlogHours": 172.85350318471336,
      "canVerify": true,
      "error": null,
      "gpu": "Biren_166m",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.17155184813431684,
      "queueFactor": 1.2767773586235058,
      "queueWeight": 1.2767773586235058,
      "recentSuccess": 28,
      "recentSuccessRate": 0.17834394904458598,
      "recentTerminal": 157,
      "recentWilsonLowerBound": 0.12636935973057256,
      "running": 8,
      "selectionWeight": 0.21903351552791386,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 26.166666666666668,
      "waiting": 4523
    },
    "Cambricon_mlu-370-x4": {
      "available": true,
      "backlogHours": 1386.483870967742,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 1.189966525949462,
      "queueFactor": 0.9342856474160071,
      "queueWeight": 0.9342856474160071,
      "recentSuccess": 26,
      "recentSuccessRate": 0.41935483870967744,
      "recentTerminal": 62,
      "recentWilsonLowerBound": 0.30477395467281665,
      "running": 7,
      "selectionWeight": 1.11176864610007,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 10.333333333333334,
      "waiting": 14327
    },
    "Cambricon_mlu-370-x8": {
      "available": true,
      "backlogHours": 487.65137614678895,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x8",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.5595578692366948,
      "queueFactor": 1.0928246497000604,
      "queueWeight": 1.0928246497000604,
      "recentSuccess": 32,
      "recentSuccessRate": 0.29357798165137616,
      "recentTerminal": 109,
      "recentWilsonLowerBound": 0.21628578140258625,
      "running": 7,
      "selectionWeight": 0.6114986324355033,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 18.166666666666668,
      "waiting": 8859
    },
    "Iluvatar_bi-100": {
      "available": true,
      "backlogHours": 58.5223880597015,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 24,
      "qualityFactor": 0.05,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 6,
      "recentSuccessRate": 0.022388059701492536,
      "recentTerminal": 268,
      "recentWilsonLowerBound": 0.010299956408785714,
      "running": 24,
      "selectionWeight": 0.065,
      "stale": false,
      "submissionEligible": false,
      "throughputPerHour": 44.666666666666664,
      "waiting": 2614
    },
    "Iluvatar_bi-150": {
      "available": true,
      "backlogHours": 161.83448275862068,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-150",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 50,
      "qualityFactor": 0.09525644596519058,
      "queueFactor": 1.289455149492158,
      "queueWeight": 1.289455149492158,
      "recentSuccess": 21,
      "recentSuccessRate": 0.14482758620689656,
      "recentTerminal": 145,
      "recentWilsonLowerBound": 0.09671747603267107,
      "running": 11,
      "selectionWeight": 0.12282891477213649,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 24.166666666666668,
      "waiting": 3911
    },
    "Iluvatar_mrv-100": {
      "available": true,
      "backlogHours": 2319.6,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_mrv-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.37699739684625144,
      "queueFactor": 0.8648781701315906,
      "queueWeight": 0.8648781701315906,
      "recentSuccess": 12,
      "recentSuccessRate": 0.3,
      "recentTerminal": 40,
      "recentWilsonLowerBound": 0.18074670915695296,
      "running": 2,
      "selectionWeight": 0.326056818728759,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 6.666666666666667,
      "waiting": 15464
    },
    "Kunlunxin_p-800": {
      "available": true,
      "backlogHours": 830.8860759493672,
      "canVerify": true,
      "error": null,
      "gpu": "Kunlunxin_p-800",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.5435062440246616,
      "queueFactor": 1.0088710927146047,
      "queueWeight": 1.0088710927146047,
      "recentSuccess": 24,
      "recentSuccessRate": 0.3037974683544304,
      "recentTerminal": 79,
      "recentWilsonLowerBound": 0.21344318939311352,
      "running": 7,
      "selectionWeight": 0.5483277383063709,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 13.166666666666666,
      "waiting": 10940
    },
    "MetaX_c-500": {
      "available": true,
      "backlogHours": 1053.1384615384616,
      "canVerify": true,
      "error": null,
      "gpu": "MetaX_c-500",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 0.5928168088753184,
      "queueFactor": 0.9736302965391452,
      "queueWeight": 0.9736302965391452,
      "recentSuccess": 21,
      "recentSuccessRate": 0.3230769230769231,
      "recentTerminal": 65,
      "recentWilsonLowerBound": 0.22203729362311722,
      "running": 4,
      "selectionWeight": 0.577184405418666,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 10.833333333333334,
      "waiting": 11409
    },
    "Mthreads_s4000": {
      "available": true,
      "backlogHours": 2151.050847457627,
      "canVerify": true,
      "error": null,
      "gpu": "Mthreads_s4000",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 1.338387856331921,
      "queueFactor": 0.8747204883489178,
      "queueWeight": 0.8747204883489178,
      "recentSuccess": 26,
      "recentSuccessRate": 0.4406779661016949,
      "recentTerminal": 59,
      "recentWilsonLowerBound": 0.3215001223396273,
      "running": 4,
      "selectionWeight": 1.170715279290919,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 9.833333333333334,
      "waiting": 21152
    },
    "Sunrise_pt-200-x1": {
      "available": true,
      "backlogHours": 3579.0,
      "canVerify": true,
      "error": null,
      "gpu": "Sunrise_pt-200-x1",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 2.5,
      "queueFactor": 0.8104059962406027,
      "queueWeight": 0.8104059962406027,
      "recentSuccess": 15,
      "recentSuccessRate": 0.625,
      "recentTerminal": 24,
      "recentWilsonLowerBound": 0.42709619037907065,
      "running": 2,
      "selectionWeight": 2.0260149906015066,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 4.0,
      "waiting": 14316
    },
    "Vastai_va16": {
      "available": true,
      "backlogHours": 733.8837209302326,
      "canVerify": true,
      "error": null,
      "gpu": "Vastai_va16",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 16,
      "qualityFactor": 1.1377674409067384,
      "queueFactor": 1.0278336038732727,
      "queueWeight": 1.0278336038732727,
      "recentSuccess": 34,
      "recentSuccessRate": 0.3953488372093023,
      "recentTerminal": 86,
      "recentWilsonLowerBound": 0.2986226463755625,
      "running": 16,
      "selectionWeight": 1.1694356091568439,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 14.333333333333334,
      "waiting": 10519
    },
    "hygon_k100-ai": {
      "available": true,
      "backlogHours": 549.0947368421052,
      "canVerify": true,
      "error": null,
      "gpu": "hygon_k100-ai",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 6,
      "qualityFactor": 1.4801700241800675,
      "queueFactor": 1.0735438994676256,
      "queueWeight": 1.0735438994676256,
      "recentSuccess": 41,
      "recentSuccessRate": 0.43157894736842106,
      "recentTerminal": 95,
      "recentWilsonLowerBound": 0.336556700478959,
      "running": 6,
      "selectionWeight": 1.5890274996333593,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 15.833333333333334,
      "waiting": 8694
    }
  },
  "queueAttemptedAt": "2026-09-12T00:00:55.952271+00:00",
  "queueError": null,
  "queueUpdatedAt": "2026-09-12T00:00:55.952271+00:00",
  "supportedGpus": [
    "Vastai_va16",
    "Iluvatar_mrv-100",
    "Kunlunxin_p-800",
    "Cambricon_mlu-370-x4",
    "Iluvatar_bi-150",
    "Ascend_910-b4",
    "hygon_k100-ai",
    "Ascend_910-b3",
    "MetaX_c-500",
    "Sunrise_pt-200-x1",
    "Iluvatar_bi-100",
    "Biren_166m",
    "Cambricon_mlu-370-x8",
    "Mthreads_s4000"
  ],
  "taskTypes": [
    "text-generation"
  ],
  "throughputWindowHours": 6,
  "version": 3
}