{
  "communityAttemptedAt": "2026-09-15T11:47:51.876582+00:00",
  "communityError": null,
  "communitySample": {},
  "communityUpdatedAt": "2026-09-15T11:47:51.876582+00:00",
  "frameworkAttemptedAt": "2026-09-15T09:24:06.445335+00:00",
  "frameworkError": null,
  "frameworkStats": {
    "text-generation": {
      "Ascend_910-b3": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 39056,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 18794,
          "successRate": 0.4812064727570668,
          "wilsonLowerBound": 0.47625320465744864
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 51859,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 14585,
          "successRate": 0.28124337144950734,
          "wilsonLowerBound": 0.2773899954849347
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 2299,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 623,
          "successRate": 0.2709873858199217,
          "wilsonLowerBound": 0.25321166571098036
        }
      },
      "Ascend_910-b4": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 32240,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 14080,
          "successRate": 0.43672456575682383,
          "wilsonLowerBound": 0.4313183654646623
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 37132,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10581,
          "successRate": 0.2849563718625444,
          "wilsonLowerBound": 0.28038748329425706
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 8014,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3520,
          "successRate": 0.4392313451459945,
          "wilsonLowerBound": 0.4283970199979985
        }
      },
      "Biren_166m": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 63857,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12068,
          "successRate": 0.18898476282944704,
          "wilsonLowerBound": 0.18596696092354673
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 16042,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3225,
          "successRate": 0.2010347836928064,
          "wilsonLowerBound": 0.19490476677101828
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 5617,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 47,
          "successRate": 0.008367455937333096,
          "wilsonLowerBound": 0.0062985034509492836
        }
      },
      "Cambricon_mlu-370-x4": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 26073,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3205,
          "successRate": 0.12292409772561654,
          "wilsonLowerBound": 0.11899391805757425
        },
        "vllm-customized": {
          "framework": "vllm-customized",
          "modelCount": 16461,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1673,
          "successRate": 0.10163416560354778,
          "wilsonLowerBound": 0.0971106238084035
        },
        "vllm-mlu": {
          "framework": "vllm-mlu",
          "modelCount": 10410,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4433,
          "successRate": 0.42584053794428434,
          "wilsonLowerBound": 0.416370769914579
        }
      },
      "Cambricon_mlu-370-x8": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 24094,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3779,
          "successRate": 0.1568440275587283,
          "wilsonLowerBound": 0.15230690265858027
        },
        "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": 41370,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10422,
          "successRate": 0.2519216823785352,
          "wilsonLowerBound": 0.24776154162470318
        }
      },
      "Iluvatar_bi-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 23060,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3047,
          "successRate": 0.1321335646140503,
          "wilsonLowerBound": 0.12782398736930906
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 86553,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 9763,
          "successRate": 0.11279793883516458,
          "wilsonLowerBound": 0.11070755547098488
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 39508,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4854,
          "successRate": 0.12286119266983903,
          "wilsonLowerBound": 0.11966071801997975
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 29430,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3328,
          "successRate": 0.11308188922867822,
          "wilsonLowerBound": 0.10951401663063692
        }
      },
      "Iluvatar_bi-150": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 88027,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 20698,
          "successRate": 0.23513240255830598,
          "wilsonLowerBound": 0.23234245417428998
        },
        "transformers": {
          "framework": "transformers",
          "modelCount": 5116,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 564,
          "successRate": 0.11024237685691947,
          "wilsonLowerBound": 0.1019508173786858
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 112476,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 16506,
          "successRate": 0.1467513069454817,
          "wilsonLowerBound": 0.1446953508094228
        },
        "vllm_0_17_0_corex_4_4_0": {
          "framework": "vllm_0_17_0_corex_4_4_0",
          "modelCount": 16183,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3315,
          "successRate": 0.2048445900018538,
          "wilsonLowerBound": 0.19869678034024724
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 42686,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5557,
          "successRate": 0.13018319823829827,
          "wilsonLowerBound": 0.12702414030313097
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 6406,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 513,
          "successRate": 0.08008117389946924,
          "wilsonLowerBound": 0.07368342452696962
        }
      },
      "Iluvatar_mrv-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 198,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 36,
          "successRate": 0.18181818181818182,
          "wilsonLowerBound": 0.1343204258911728
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 30624,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5368,
          "successRate": 0.1752873563218391,
          "wilsonLowerBound": 0.17106970500624316
        }
      },
      "Kunlunxin_p-800": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 60793,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12383,
          "successRate": 0.20369121444903196,
          "wilsonLowerBound": 0.2005084641035031
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 6909,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2035,
          "successRate": 0.29454334925459547,
          "wilsonLowerBound": 0.2839111488329464
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 12248,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3201,
          "successRate": 0.26134879163945135,
          "wilsonLowerBound": 0.2536431586893611
        }
      },
      "MetaX_c-500": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 59782,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 16309,
          "successRate": 0.27280786858920747,
          "wilsonLowerBound": 0.269252094295244
        }
      },
      "Mthreads_s4000": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 46258,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 20159,
          "successRate": 0.4357948895326214,
          "wilsonLowerBound": 0.43128161499498985
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 36016,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3232,
          "successRate": 0.08973789426921368,
          "wilsonLowerBound": 0.08682973326215238
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 360,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 0,
          "successRate": 0.0,
          "wilsonLowerBound": 0.0
        }
      },
      "Sunrise_pt-200-x1": {
        "sglang": {
          "framework": "sglang",
          "modelCount": 6276,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 192,
          "successRate": 0.030592734225621414,
          "wilsonLowerBound": 0.026610861971840757
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 10015,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 734,
          "successRate": 0.07329006490264603,
          "wilsonLowerBound": 0.06834786879905706
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 5700,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2399,
          "successRate": 0.4208771929824561,
          "wilsonLowerBound": 0.40811782812726144
        }
      },
      "Vastai_va16": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 7370,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 235,
          "successRate": 0.03188602442333786,
          "wilsonLowerBound": 0.028112231661917748
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 11021,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3724,
          "successRate": 0.33790037201705836,
          "wilsonLowerBound": 0.32912738248622725
        }
      },
      "hygon_k100-ai": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 26141,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 13229,
          "successRate": 0.5060632722543131,
          "wilsonLowerBound": 0.5000019834547788
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 61386,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 6058,
          "successRate": 0.0986869970351546,
          "wilsonLowerBound": 0.09635271750713197
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 12305,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1746,
          "successRate": 0.14189353921170256,
          "wilsonLowerBound": 0.1358397698824954
        }
      }
    }
  },
  "frameworkUpdatedAt": null,
  "generatedAt": "2026-09-15T11:53:35.621389+00:00",
  "gpuStats": {
    "Ascend_910-b3": {
      "available": true,
      "backlogHours": 1159.2295081967213,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b3",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 1.2528260733078187,
      "queueFactor": 1.000440184653549,
      "queueWeight": 1.000440184653549,
      "recentSuccess": 37,
      "recentSuccessRate": 0.30327868852459017,
      "recentTerminal": 122,
      "recentWilsonLowerBound": 0.22874525512189398,
      "running": 9,
      "selectionWeight": 1.2533775481188547,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 20.333333333333332,
      "waiting": 23571
    },
    "Ascend_910-b4": {
      "available": true,
      "backlogHours": 1166.0416666666667,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 2.5,
      "queueFactor": 0.999561295863701,
      "queueWeight": 0.999561295863701,
      "recentSuccess": 56,
      "recentSuccessRate": 0.3888888888888889,
      "recentTerminal": 144,
      "recentWilsonLowerBound": 0.31313968172670287,
      "running": 8,
      "selectionWeight": 2.4989032396592528,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 24.0,
      "waiting": 27985
    },
    "Biren_166m": {
      "available": true,
      "backlogHours": 1192.888888888889,
      "canVerify": true,
      "error": null,
      "gpu": "Biren_166m",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.7988288204695976,
      "queueFactor": 0.9961541368178521,
      "queueWeight": 0.9961541368178521,
      "recentSuccess": 9,
      "recentSuccessRate": 0.3333333333333333,
      "recentTerminal": 27,
      "recentWilsonLowerBound": 0.1864305444359335,
      "running": 3,
      "selectionWeight": 0.795756634120115,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 4.5,
      "waiting": 5368
    },
    "Cambricon_mlu-370-x4": {
      "available": true,
      "backlogHours": 1511.5081967213116,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.5326573408634241,
      "queueFactor": 0.961401877334612,
      "queueWeight": 0.961401877334612,
      "recentSuccess": 15,
      "recentSuccessRate": 0.2459016393442623,
      "recentTerminal": 61,
      "recentWilsonLowerBound": 0.15506522999562844,
      "running": 7,
      "selectionWeight": 0.5120977674821583,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 10.166666666666666,
      "waiting": 15367
    },
    "Cambricon_mlu-370-x8": {
      "available": true,
      "backlogHours": 604.0851063829788,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x8",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.5025504557076907,
      "queueFactor": 1.1031938258063667,
      "queueWeight": 1.1031938258063667,
      "recentSuccess": 21,
      "recentSuccessRate": 0.22340425531914893,
      "recentTerminal": 94,
      "recentWilsonLowerBound": 0.15101805114456934,
      "running": 7,
      "selectionWeight": 0.5544105598929004,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 15.666666666666666,
      "waiting": 9464
    },
    "Iluvatar_bi-100": {
      "available": true,
      "backlogHours": 47.83880597014925,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 24,
      "qualityFactor": 0.05,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 22,
      "recentSuccessRate": 0.06567164179104477,
      "recentTerminal": 335,
      "recentWilsonLowerBound": 0.04376485157671155,
      "running": 24,
      "selectionWeight": 0.065,
      "stale": false,
      "submissionEligible": false,
      "throughputPerHour": 55.833333333333336,
      "waiting": 2671
    },
    "Iluvatar_bi-150": {
      "available": true,
      "backlogHours": 142.53260869565216,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-150",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 50,
      "qualityFactor": 1.237535361135861,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 53,
      "recentSuccessRate": 0.28804347826086957,
      "recentTerminal": 184,
      "recentWilsonLowerBound": 0.22747199048194464,
      "running": 6,
      "selectionWeight": 1.6087959694766194,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 30.666666666666668,
      "waiting": 4371
    },
    "Iluvatar_mrv-100": {
      "available": true,
      "backlogHours": 2579.189189189189,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_mrv-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 1.7096185326048043,
      "queueFactor": 0.8873481779511149,
      "queueWeight": 0.8873481779511149,
      "recentSuccess": 15,
      "recentSuccessRate": 0.40540540540540543,
      "recentTerminal": 37,
      "recentWilsonLowerBound": 0.2634629583994014,
      "running": 2,
      "selectionWeight": 1.517026889898332,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 6.166666666666667,
      "waiting": 15905
    },
    "Kunlunxin_p-800": {
      "available": true,
      "backlogHours": 758.6739130434783,
      "canVerify": true,
      "error": null,
      "gpu": "Kunlunxin_p-800",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.4016427486296339,
      "queueFactor": 1.066125347977938,
      "queueWeight": 1.066125347977938,
      "recentSuccess": 19,
      "recentSuccessRate": 0.20652173913043478,
      "recentTerminal": 92,
      "recentWilsonLowerBound": 0.13639031262233317,
      "running": 7,
      "selectionWeight": 0.4282015151455839,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 15.333333333333334,
      "waiting": 11633
    },
    "MetaX_c-500": {
      "available": true,
      "backlogHours": 794.6966292134831,
      "canVerify": true,
      "error": null,
      "gpu": "MetaX_c-500",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 1.0146028951591513,
      "queueFactor": 1.0587327226796164,
      "queueWeight": 1.0587327226796164,
      "recentSuccess": 26,
      "recentSuccessRate": 0.29213483146067415,
      "recentTerminal": 89,
      "recentWilsonLowerBound": 0.2078347417163135,
      "running": 4,
      "selectionWeight": 1.0741932856304697,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 14.833333333333334,
      "waiting": 11788
    },
    "Mthreads_s4000": {
      "available": true,
      "backlogHours": 1480.8631578947368,
      "canVerify": true,
      "error": null,
      "gpu": "Mthreads_s4000",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 1.397382306500995,
      "queueFactor": 0.9643602537427406,
      "queueWeight": 0.9643602537427406,
      "recentSuccess": 31,
      "recentSuccessRate": 0.3263157894736842,
      "recentTerminal": 95,
      "recentWilsonLowerBound": 0.24038572025731433,
      "running": 4,
      "selectionWeight": 1.3475799556729156,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 15.833333333333334,
      "waiting": 23447
    },
    "Sunrise_pt-200-x1": {
      "available": true,
      "backlogHours": 3392.4444444444443,
      "canVerify": true,
      "error": null,
      "gpu": "Sunrise_pt-200-x1",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 1.4589734357065975,
      "queueFactor": 0.851607799309573,
      "queueWeight": 0.851607799309573,
      "recentSuccess": 11,
      "recentSuccessRate": 0.4074074074074074,
      "recentTerminal": 27,
      "recentWilsonLowerBound": 0.24514513372857347,
      "running": 2,
      "selectionWeight": 1.2424731568332223,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 4.5,
      "waiting": 15266
    },
    "Vastai_va16": {
      "available": true,
      "backlogHours": 1286.6,
      "canVerify": true,
      "error": null,
      "gpu": "Vastai_va16",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 16,
      "qualityFactor": 0.12754707163319262,
      "queueFactor": 0.9849178531599262,
      "queueWeight": 0.9849178531599262,
      "recentSuccess": 9,
      "recentSuccessRate": 0.15,
      "recentTerminal": 60,
      "recentWilsonLowerBound": 0.08097349242295687,
      "running": 16,
      "selectionWeight": 0.1256233879697994,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 10.0,
      "waiting": 12866
    },
    "hygon_k100-ai": {
      "available": true,
      "backlogHours": 722.8598130841121,
      "canVerify": true,
      "error": null,
      "gpu": "hygon_k100-ai",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 6,
      "qualityFactor": 1.356497265227183,
      "queueFactor": 1.0738866158401381,
      "queueWeight": 1.0738866158401381,
      "recentSuccess": 34,
      "recentSuccessRate": 0.3177570093457944,
      "recentTerminal": 107,
      "recentWilsonLowerBound": 0.23716287314844187,
      "running": 6,
      "selectionWeight": 1.4567242575512218,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 17.833333333333332,
      "waiting": 12891
    }
  },
  "queueAttemptedAt": "2026-09-15T11:44:45.958774+00:00",
  "queueError": null,
  "queueUpdatedAt": "2026-09-15T11:44:45.958774+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",
    "Biren_166m",
    "Sunrise_pt-200-x1",
    "Iluvatar_bi-100",
    "Cambricon_mlu-370-x8",
    "Mthreads_s4000"
  ],
  "taskTypes": [
    "text-generation"
  ],
  "throughputWindowHours": 6,
  "version": 3
}