{
  "communityAttemptedAt": "2026-09-12T04:45:16.358297+00:00",
  "communityError": null,
  "communitySample": {},
  "communityUpdatedAt": "2026-09-12T04:45:16.358297+00:00",
  "frameworkAttemptedAt": "2026-09-12T02:15:54.616744+00:00",
  "frameworkError": null,
  "frameworkStats": {
    "text-generation": {
      "Ascend_910-b3": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 38541,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 18436,
          "successRate": 0.4783477335824187,
          "wilsonLowerBound": 0.4733629372648022
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 50912,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 14389,
          "successRate": 0.28262492143306095,
          "wilsonLowerBound": 0.27873010642293655
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 1926,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 502,
          "successRate": 0.26064382139148495,
          "wilsonLowerBound": 0.2415284935277956
        }
      },
      "Ascend_910-b4": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 31662,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 13687,
          "successRate": 0.43228475775377423,
          "wilsonLowerBound": 0.4268365088733383
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 36746,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10497,
          "successRate": 0.2856637457138192,
          "wilsonLowerBound": 0.2810675297822268
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 7325,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3285,
          "successRate": 0.4484641638225256,
          "wilsonLowerBound": 0.4371046746114518
        }
      },
      "Biren_166m": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 63821,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12064,
          "successRate": 0.1890286896162705,
          "wilsonLowerBound": 0.18600976866262015
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 14658,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2919,
          "successRate": 0.1991404011461318,
          "wilsonLowerBound": 0.19275447675833585
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 5308,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 42,
          "successRate": 0.007912584777694047,
          "wilsonLowerBound": 0.005859347426927158
        }
      },
      "Cambricon_mlu-370-x4": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 26005,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3194,
          "successRate": 0.1228225341280523,
          "wilsonLowerBound": 0.11888872435097916
        },
        "vllm-customized": {
          "framework": "vllm-customized",
          "modelCount": 16455,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1672,
          "successRate": 0.10161045274992403,
          "wilsonLowerBound": 0.09708658609121286
        },
        "vllm-mlu": {
          "framework": "vllm-mlu",
          "modelCount": 9714,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4207,
          "successRate": 0.4330862672431542,
          "wilsonLowerBound": 0.4232608548236391
        }
      },
      "Cambricon_mlu-370-x8": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 24049,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3774,
          "successRate": 0.15692960206245582,
          "wilsonLowerBound": 0.1523872518123021
        },
        "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": 40004,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10113,
          "successRate": 0.2527997200279972,
          "wilsonLowerBound": 0.24856456021584206
        }
      },
      "Iluvatar_bi-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 22940,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3030,
          "successRate": 0.13208369659982563,
          "wilsonLowerBound": 0.127763731592083
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 86503,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 9762,
          "successRate": 0.11285157740193982,
          "wilsonLowerBound": 0.11076015516420577
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 38817,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4759,
          "successRate": 0.12260092227632223,
          "wilsonLowerBound": 0.11937541564816237
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 26762,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3251,
          "successRate": 0.12147821538001644,
          "wilsonLowerBound": 0.11761843407739431
        }
      },
      "Iluvatar_bi-150": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 87584,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 20419,
          "successRate": 0.23313618925831203,
          "wilsonLowerBound": 0.2303476109130513
        },
        "transformers": {
          "framework": "transformers",
          "modelCount": 5077,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 562,
          "successRate": 0.11069529249556825,
          "wilsonLowerBound": 0.10235726011979768
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 112438,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 16503,
          "successRate": 0.1467742222380334,
          "wilsonLowerBound": 0.14471778627145027
        },
        "vllm_0_17_0_corex_4_4_0": {
          "framework": "vllm_0_17_0_corex_4_4_0",
          "modelCount": 15746,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3218,
          "successRate": 0.20436936364791058,
          "wilsonLowerBound": 0.19814336420034145
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 42575,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5536,
          "successRate": 0.1300293599530241,
          "wilsonLowerBound": 0.12686785021894306
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 6119,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 477,
          "successRate": 0.07795391403824155,
          "wilsonLowerBound": 0.07149805031425802
        }
      },
      "Iluvatar_mrv-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 198,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 36,
          "successRate": 0.18181818181818182,
          "wilsonLowerBound": 0.1343204258911728
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 30088,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5162,
          "successRate": 0.17156341398564212,
          "wilsonLowerBound": 0.16734548915353242
        }
      },
      "Kunlunxin_p-800": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 60752,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12379,
          "successRate": 0.20376283908348697,
          "wilsonLowerBound": 0.20057859784515591
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 6263,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1850,
          "successRate": 0.295385597956251,
          "wilsonLowerBound": 0.2842149176841364
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 11881,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3110,
          "successRate": 0.2617624779059002,
          "wilsonLowerBound": 0.25393576113613503
        }
      },
      "MetaX_c-500": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 58663,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 15969,
          "successRate": 0.27221587712868417,
          "wilsonLowerBound": 0.268628977360432
        }
      },
      "Mthreads_s4000": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 45955,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 19957,
          "successRate": 0.4342726580350343,
          "wilsonLowerBound": 0.42974649868471293
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 35519,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3042,
          "successRate": 0.08564430304907232,
          "wilsonLowerBound": 0.0827786607490755
        },
        "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": 6275,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 192,
          "successRate": 0.03059760956175299,
          "wilsonLowerBound": 0.026615110833495575
        },
        "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": 5481,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2296,
          "successRate": 0.41890166028097064,
          "wilsonLowerBound": 0.40590099309881633
        }
      },
      "Vastai_va16": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 7365,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 235,
          "successRate": 0.031907671418873046,
          "wilsonLowerBound": 0.028131351489675802
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 10236,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3533,
          "successRate": 0.3451543571707698,
          "wilsonLowerBound": 0.33600383588328175
        }
      },
      "hygon_k100-ai": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 25834,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 13025,
          "successRate": 0.5041805372764574,
          "wilsonLowerBound": 0.49808338477967157
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 60539,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5882,
          "successRate": 0.0971605081022151,
          "wilsonLowerBound": 0.09482667611951202
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 12146,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1687,
          "successRate": 0.13889346286843404,
          "wilsonLowerBound": 0.13285707525594348
        }
      }
    }
  },
  "frameworkUpdatedAt": null,
  "generatedAt": "2026-09-12T04:58:44.470835+00:00",
  "gpuStats": {
    "Ascend_910-b3": {
      "available": true,
      "backlogHours": 857.7073170731708,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b3",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 1.128080115685298,
      "queueFactor": 0.9977600610805722,
      "queueWeight": 0.9977600610805722,
      "recentSuccess": 53,
      "recentSuccessRate": 0.3231707317073171,
      "recentTerminal": 164,
      "recentWilsonLowerBound": 0.25634661591669566,
      "running": 8,
      "selectionWeight": 1.125553285129942,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 27.333333333333332,
      "waiting": 23444
    },
    "Ascend_910-b4": {
      "available": true,
      "backlogHours": 972.4615384615385,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 1.570036947807703,
      "queueFactor": 0.9791429876452138,
      "queueWeight": 0.9791429876452138,
      "recentSuccess": 62,
      "recentSuccessRate": 0.3668639053254438,
      "recentTerminal": 169,
      "recentWilsonLowerBound": 0.2979110739467886,
      "running": 8,
      "selectionWeight": 1.5372906677898068,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 28.166666666666668,
      "waiting": 27391
    },
    "Biren_166m": {
      "available": true,
      "backlogHours": 166.71951219512195,
      "canVerify": true,
      "error": null,
      "gpu": "Biren_166m",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.5834313853895402,
      "queueFactor": 1.2756426127178195,
      "queueWeight": 1.2756426127178195,
      "recentSuccess": 41,
      "recentSuccessRate": 0.25,
      "recentTerminal": 164,
      "recentWilsonLowerBound": 0.18996274069699556,
      "running": 8,
      "selectionWeight": 0.7442499367998902,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 27.333333333333332,
      "waiting": 4557
    },
    "Cambricon_mlu-370-x4": {
      "available": true,
      "backlogHours": 1212.9295774647887,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.5861832532708602,
      "queueFactor": 0.947221713628309,
      "queueWeight": 0.947221713628309,
      "recentSuccess": 20,
      "recentSuccessRate": 0.28169014084507044,
      "recentTerminal": 71,
      "recentWilsonLowerBound": 0.1903694891114979,
      "running": 7,
      "selectionWeight": 0.5552455056634412,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 11.833333333333334,
      "waiting": 14353
    },
    "Cambricon_mlu-370-x8": {
      "available": true,
      "backlogHours": 445.764705882353,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x8",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.5837918241513521,
      "queueFactor": 1.1006801417233008,
      "queueWeight": 1.1006801417233008,
      "recentSuccess": 31,
      "recentSuccessRate": 0.2605042016806723,
      "recentTerminal": 119,
      "recentWilsonLowerBound": 0.19001607594151526,
      "running": 7,
      "selectionWeight": 0.6425680677438145,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 19.833333333333332,
      "waiting": 8841
    },
    "Iluvatar_bi-100": {
      "available": true,
      "backlogHours": 48.45141065830721,
      "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": 0.04075235109717868,
      "recentTerminal": 319,
      "recentWilsonLowerBound": 0.023967881869976764,
      "running": 24,
      "selectionWeight": 0.065,
      "stale": false,
      "submissionEligible": false,
      "throughputPerHour": 53.166666666666664,
      "waiting": 2576
    },
    "Iluvatar_bi-150": {
      "available": true,
      "backlogHours": 123.70212765957447,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-150",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 50,
      "qualityFactor": 0.17398070965853296,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 29,
      "recentSuccessRate": 0.15425531914893617,
      "recentTerminal": 188,
      "recentWilsonLowerBound": 0.10959984280785827,
      "running": 7,
      "selectionWeight": 0.22617492255609287,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 31.333333333333332,
      "waiting": 3876
    },
    "Iluvatar_mrv-100": {
      "available": true,
      "backlogHours": 2574.0,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_mrv-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.5184959900755879,
      "queueFactor": 0.8461272883015345,
      "queueWeight": 0.8461272883015345,
      "recentSuccess": 11,
      "recentSuccessRate": 0.3055555555555556,
      "recentTerminal": 36,
      "recentWilsonLowerBound": 0.18004270282805357,
      "running": 2,
      "selectionWeight": 0.4387136060778765,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 6.0,
      "waiting": 15444
    },
    "Kunlunxin_p-800": {
      "available": true,
      "backlogHours": 832.253164556962,
      "canVerify": true,
      "error": null,
      "gpu": "Kunlunxin_p-800",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.5951001814573984,
      "queueFactor": 1.0022790778446868,
      "queueWeight": 1.0022790778446868,
      "recentSuccess": 22,
      "recentSuccessRate": 0.27848101265822783,
      "recentTerminal": 79,
      "recentWilsonLowerBound": 0.19168037554546477,
      "running": 7,
      "selectionWeight": 0.5964564610963271,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 13.166666666666666,
      "waiting": 10958
    },
    "MetaX_c-500": {
      "available": true,
      "backlogHours": 758.2666666666667,
      "canVerify": true,
      "error": null,
      "gpu": "MetaX_c-500",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 0.6235706259651073,
      "queueFactor": 1.016374331179123,
      "queueWeight": 1.016374331179123,
      "recentSuccess": 25,
      "recentSuccessRate": 0.2777777777777778,
      "recentTerminal": 90,
      "recentWilsonLowerBound": 0.1957955914762625,
      "running": 4,
      "selectionWeight": 0.6337811779082329,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 15.0,
      "waiting": 11374
    },
    "Mthreads_s4000": {
      "available": true,
      "backlogHours": 2113.9,
      "canVerify": true,
      "error": null,
      "gpu": "Mthreads_s4000",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 1.601861177005623,
      "queueFactor": 0.8714938309293463,
      "queueWeight": 0.8714938309293463,
      "recentSuccess": 25,
      "recentSuccessRate": 0.4166666666666667,
      "recentTerminal": 60,
      "recentWilsonLowerBound": 0.30064086487871833,
      "running": 4,
      "selectionWeight": 1.3960121337656222,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 10.0,
      "waiting": 21139
    },
    "Sunrise_pt-200-x1": {
      "available": true,
      "backlogHours": 3734.086956521739,
      "canVerify": true,
      "error": null,
      "gpu": "Sunrise_pt-200-x1",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.37846680185222303,
      "queueFactor": 0.8002014222241944,
      "queueWeight": 0.8002014222241944,
      "recentSuccess": 7,
      "recentSuccessRate": 0.30434782608695654,
      "recentTerminal": 23,
      "recentWilsonLowerBound": 0.15603828020972457,
      "running": 2,
      "selectionWeight": 0.3028496731067913,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 3.8333333333333335,
      "waiting": 14314
    },
    "Vastai_va16": {
      "available": true,
      "backlogHours": 920.4347826086956,
      "canVerify": true,
      "error": null,
      "gpu": "Vastai_va16",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 16,
      "qualityFactor": 2.449848896147498,
      "queueFactor": 0.9872520170528895,
      "queueWeight": 0.9872520170528895,
      "recentSuccess": 33,
      "recentSuccessRate": 0.4782608695652174,
      "recentTerminal": 69,
      "recentWilsonLowerBound": 0.36468525497597737,
      "running": 16,
      "selectionWeight": 2.418618264196412,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 11.5,
      "waiting": 10585
    },
    "hygon_k100-ai": {
      "available": true,
      "backlogHours": 613.2705882352941,
      "canVerify": true,
      "error": null,
      "gpu": "hygon_k100-ai",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 6,
      "qualityFactor": 2.5,
      "queueFactor": 1.0492504459803058,
      "queueWeight": 1.0492504459803058,
      "recentSuccess": 40,
      "recentSuccessRate": 0.47058823529411764,
      "recentTerminal": 85,
      "recentWilsonLowerBound": 0.36805991970356805,
      "running": 6,
      "selectionWeight": 2.6231261149507645,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 14.166666666666666,
      "waiting": 8688
    }
  },
  "queueAttemptedAt": "2026-09-12T04:50:44.556081+00:00",
  "queueError": null,
  "queueUpdatedAt": "2026-09-12T04:50:44.556081+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
}