{
  "communityAttemptedAt": "2026-09-12T16:57:04.318283+00:00",
  "communityError": null,
  "communitySample": {},
  "communityUpdatedAt": "2026-09-12T16:57:04.318283+00:00",
  "frameworkAttemptedAt": "2026-09-12T14:19:16.716321+00:00",
  "frameworkError": null,
  "frameworkStats": {
    "text-generation": {
      "Ascend_910-b3": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 38626,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 18499,
          "successRate": 0.4789261119453218,
          "wilsonLowerBound": 0.47394649632540753
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 51058,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 14417,
          "successRate": 0.282365153355008,
          "wilsonLowerBound": 0.278476995171167
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 1977,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 521,
          "successRate": 0.2635306019221042,
          "wilsonLowerBound": 0.24458278760933333
        }
      },
      "Ascend_910-b4": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 31746,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 13740,
          "successRate": 0.4328104328104328,
          "wilsonLowerBound": 0.4273685342590876
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 36806,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10515,
          "successRate": 0.2856871162310493,
          "wilsonLowerBound": 0.28109451387627166
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 7434,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3316,
          "successRate": 0.44605864944847995,
          "wilsonLowerBound": 0.43478954426745703
        }
      },
      "Biren_166m": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 63829,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12064,
          "successRate": 0.1890049977283053,
          "wilsonLowerBound": 0.18598641219294149
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 14919,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2988,
          "successRate": 0.2002815202091293,
          "wilsonLowerBound": 0.19393696740039917
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 5372,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 44,
          "successRate": 0.008190618019359643,
          "wilsonLowerBound": 0.006107189758101726
        }
      },
      "Cambricon_mlu-370-x4": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 26015,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3195,
          "successRate": 0.12281376129156256,
          "wilsonLowerBound": 0.11888082074854388
        },
        "vllm-customized": {
          "framework": "vllm-customized",
          "modelCount": 16456,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1672,
          "successRate": 0.10160427807486631,
          "wilsonLowerBound": 0.09708067184513666
        },
        "vllm-mlu": {
          "framework": "vllm-mlu",
          "modelCount": 9814,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4236,
          "successRate": 0.4316282861218667,
          "wilsonLowerBound": 0.4218574131361622
        }
      },
      "Cambricon_mlu-370-x8": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 24057,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3775,
          "successRate": 0.1569189840794779,
          "wilsonLowerBound": 0.1523775082500972
        },
        "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": 40230,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10168,
          "successRate": 0.2527467064379816,
          "wilsonLowerBound": 0.24852369167391092
        }
      },
      "Iluvatar_bi-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 22954,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3031,
          "successRate": 0.13204670209985186,
          "wilsonLowerBound": 0.12772856208412017
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 86511,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 9762,
          "successRate": 0.11284114158893088,
          "wilsonLowerBound": 0.11074990080814069
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 38920,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4767,
          "successRate": 0.12248201438848921,
          "wilsonLowerBound": 0.11926210073586753
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 27114,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3275,
          "successRate": 0.12078630965552851,
          "wilsonLowerBound": 0.11696097257592296
        }
      },
      "Iluvatar_bi-150": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 87668,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 20458,
          "successRate": 0.23335766756399143,
          "wilsonLowerBound": 0.23056948543030997
        },
        "transformers": {
          "framework": "transformers",
          "modelCount": 5084,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 562,
          "successRate": 0.11054287962234462,
          "wilsonLowerBound": 0.10221569677186716
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 112448,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 16504,
          "successRate": 0.146770062606716,
          "wilsonLowerBound": 0.14471374195355594
        },
        "vllm_0_17_0_corex_4_4_0": {
          "framework": "vllm_0_17_0_corex_4_4_0",
          "modelCount": 15805,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3221,
          "successRate": 0.20379626700411263,
          "wilsonLowerBound": 0.19758846020016793
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 42606,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5539,
          "successRate": 0.13000516359198236,
          "wilsonLowerBound": 0.12684504698914276
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 6178,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 480,
          "successRate": 0.07769504694075753,
          "wilsonLowerBound": 0.07127916994158515
        }
      },
      "Iluvatar_mrv-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 198,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 36,
          "successRate": 0.18181818181818182,
          "wilsonLowerBound": 0.1343204258911728
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 30162,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5191,
          "successRate": 0.1721039718851535,
          "wilsonLowerBound": 0.16788579827164005
        }
      },
      "Kunlunxin_p-800": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 60759,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12379,
          "successRate": 0.20373936371566354,
          "wilsonLowerBound": 0.20055544358638108
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 6343,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1877,
          "successRate": 0.29591675863156236,
          "wilsonLowerBound": 0.28480975441903006
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 11937,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3120,
          "successRate": 0.26137220407137474,
          "wilsonLowerBound": 0.25356760499007713
        }
      },
      "MetaX_c-500": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 58830,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 16014,
          "successRate": 0.2722080571137175,
          "wilsonLowerBound": 0.2686262634554784
        }
      },
      "Mthreads_s4000": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 46002,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 19992,
          "successRate": 0.43458980044345896,
          "wilsonLowerBound": 0.4300655410632596
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 35595,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3067,
          "successRate": 0.08616378704874281,
          "wilsonLowerBound": 0.08329312937803489
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 266,
          "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": 5518,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2313,
          "successRate": 0.4191736136281261,
          "wilsonLowerBound": 0.4062150216313554
        }
      },
      "Vastai_va16": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 7366,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 235,
          "successRate": 0.0319033396687483,
          "wilsonLowerBound": 0.028127525443756914
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 10366,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3565,
          "successRate": 0.3439127918194096,
          "wilsonLowerBound": 0.334827722530341
        }
      },
      "hygon_k100-ai": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 25916,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 13083,
          "successRate": 0.5048232751967896,
          "wilsonLowerBound": 0.4987357509818255
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 60577,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5889,
          "successRate": 0.09721511464747347,
          "wilsonLowerBound": 0.09488141208956657
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 12185,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1705,
          "successRate": 0.13992613869511694,
          "wilsonLowerBound": 0.13387983491033548
        }
      }
    }
  },
  "frameworkUpdatedAt": null,
  "generatedAt": "2026-09-12T17:09:46.897827+00:00",
  "gpuStats": {
    "Ascend_910-b3": {
      "available": true,
      "backlogHours": 940.5906040268457,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b3",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 1.0371448100884264,
      "queueFactor": 1.0003376002831246,
      "queueWeight": 1.0003376002831246,
      "recentSuccess": 55,
      "recentSuccessRate": 0.3691275167785235,
      "recentTerminal": 149,
      "recentWilsonLowerBound": 0.29584046397444297,
      "running": 8,
      "selectionWeight": 1.0374949504699535,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 24.833333333333332,
      "waiting": 23358
    },
    "Ascend_910-b4": {
      "available": true,
      "backlogHours": 1192.304347826087,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 1.2970788656795162,
      "queueFactor": 0.9653807163507319,
      "queueWeight": 0.9653807163507319,
      "recentSuccess": 56,
      "recentSuccessRate": 0.4057971014492754,
      "recentTerminal": 138,
      "recentWilsonLowerBound": 0.32749615411428507,
      "running": 8,
      "selectionWeight": 1.2521749245130862,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 23.0,
      "waiting": 27423
    },
    "Biren_166m": {
      "available": true,
      "backlogHours": 182.8,
      "canVerify": true,
      "error": null,
      "gpu": "Biren_166m",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.31786963938652707,
      "queueFactor": 1.2789697122028518,
      "queueWeight": 1.2789697122028518,
      "recentSuccess": 35,
      "recentSuccessRate": 0.23333333333333334,
      "recentTerminal": 150,
      "recentWilsonLowerBound": 0.17282533850374257,
      "running": 8,
      "selectionWeight": 0.40654564120421083,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 25.0,
      "waiting": 4570
    },
    "Cambricon_mlu-370-x4": {
      "available": true,
      "backlogHours": 1667.076923076923,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.43419860337183563,
      "queueFactor": 0.9180436746532235,
      "queueWeight": 0.9180436746532235,
      "recentSuccess": 16,
      "recentSuccessRate": 0.3076923076923077,
      "recentTerminal": 52,
      "recentWilsonLowerBound": 0.19914562391353519,
      "running": 7,
      "selectionWeight": 0.3986132813687775,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 8.666666666666666,
      "waiting": 14448
    },
    "Cambricon_mlu-370-x8": {
      "available": true,
      "backlogHours": 491.05555555555554,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x8",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.4096561791984965,
      "queueFactor": 1.1027754627357855,
      "queueWeight": 1.1027754627357855,
      "recentSuccess": 29,
      "recentSuccessRate": 0.26851851851851855,
      "recentTerminal": 108,
      "recentWilsonLowerBound": 0.19394781819614243,
      "running": 7,
      "selectionWeight": 0.45175878257819585,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 18.0,
      "waiting": 8839
    },
    "Iluvatar_bi-100": {
      "available": true,
      "backlogHours": 46.394904458598724,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 24,
      "qualityFactor": 0.05,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 21,
      "recentSuccessRate": 0.06687898089171974,
      "recentTerminal": 314,
      "recentWilsonLowerBound": 0.04415539857884087,
      "running": 24,
      "selectionWeight": 0.065,
      "stale": false,
      "submissionEligible": false,
      "throughputPerHour": 52.333333333333336,
      "waiting": 2428
    },
    "Iluvatar_bi-150": {
      "available": true,
      "backlogHours": 89.61797752808988,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-150",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 50,
      "qualityFactor": 0.05321046774043394,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 29,
      "recentSuccessRate": 0.10861423220973783,
      "recentTerminal": 267,
      "recentWilsonLowerBound": 0.07669474546191397,
      "running": 1,
      "selectionWeight": 0.06917360806256413,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 44.5,
      "waiting": 3988
    },
    "Iluvatar_mrv-100": {
      "available": true,
      "backlogHours": 2520.324324324324,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_mrv-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.6584358918145083,
      "queueFactor": 0.8628558024810351,
      "queueWeight": 0.8628558024810351,
      "recentSuccess": 14,
      "recentSuccessRate": 0.3783783783783784,
      "recentTerminal": 37,
      "recentWilsonLowerBound": 0.2406378746389103,
      "running": 2,
      "selectionWeight": 0.5681352298139236,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 6.166666666666667,
      "waiting": 15542
    },
    "Kunlunxin_p-800": {
      "available": true,
      "backlogHours": 944.8285714285714,
      "canVerify": true,
      "error": null,
      "gpu": "Kunlunxin_p-800",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.2592000385352812,
      "queueFactor": 0.9996632712616874,
      "queueWeight": 0.9996632712616874,
      "recentSuccess": 17,
      "recentSuccessRate": 0.24285714285714285,
      "recentTerminal": 70,
      "recentWilsonLowerBound": 0.1575173261192311,
      "running": 7,
      "selectionWeight": 0.2591127584333346,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 11.666666666666666,
      "waiting": 11023
    },
    "MetaX_c-500": {
      "available": true,
      "backlogHours": 719.4947368421052,
      "canVerify": true,
      "error": null,
      "gpu": "MetaX_c-500",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 0.20193972109865274,
      "queueFactor": 1.0413639649432387,
      "queueWeight": 1.0413639649432387,
      "recentSuccess": 20,
      "recentSuccessRate": 0.21052631578947367,
      "recentTerminal": 95,
      "recentWilsonLowerBound": 0.14062079660997454,
      "running": 4,
      "selectionWeight": 0.21029274864282482,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 15.833333333333334,
      "waiting": 11392
    },
    "Mthreads_s4000": {
      "available": true,
      "backlogHours": 1788.9166666666667,
      "canVerify": true,
      "error": null,
      "gpu": "Mthreads_s4000",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 1.1482784471075311,
      "queueFactor": 0.9083812724896142,
      "queueWeight": 0.9083812724896142,
      "recentSuccess": 30,
      "recentSuccessRate": 0.4166666666666667,
      "recentTerminal": 72,
      "recentWilsonLowerBound": 0.30985038222496447,
      "running": 4,
      "selectionWeight": 1.0430746369559374,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 12.0,
      "waiting": 21467
    },
    "Sunrise_pt-200-x1": {
      "available": true,
      "backlogHours": 3608.5,
      "canVerify": true,
      "error": null,
      "gpu": "Sunrise_pt-200-x1",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.49614436560785063,
      "queueFactor": 0.8176316270009825,
      "queueWeight": 0.8176316270009825,
      "recentSuccess": 9,
      "recentSuccessRate": 0.375,
      "recentTerminal": 24,
      "recentWilsonLowerBound": 0.21159133433631455,
      "running": 2,
      "selectionWeight": 0.4056633248793172,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 4.0,
      "waiting": 14434
    },
    "Vastai_va16": {
      "available": true,
      "backlogHours": 1077.6,
      "canVerify": true,
      "error": null,
      "gpu": "Vastai_va16",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 16,
      "qualityFactor": 0.13802225236835164,
      "queueFactor": 0.9801398597816586,
      "queueWeight": 0.9801398597816586,
      "recentSuccess": 12,
      "recentSuccessRate": 0.2,
      "recentTerminal": 60,
      "recentWilsonLowerBound": 0.11828389736858964,
      "running": 16,
      "selectionWeight": 0.13528111108306487,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 10.0,
      "waiting": 10776
    },
    "hygon_k100-ai": {
      "available": true,
      "backlogHours": 684.9512195121952,
      "canVerify": true,
      "error": null,
      "gpu": "hygon_k100-ai",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 6,
      "qualityFactor": 2.5,
      "queueFactor": 1.0490779094088942,
      "queueWeight": 1.0490779094088942,
      "recentSuccess": 45,
      "recentSuccessRate": 0.5487804878048781,
      "recentTerminal": 82,
      "recentWilsonLowerBound": 0.4413058357114519,
      "running": 6,
      "selectionWeight": 2.6226947735222357,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 13.666666666666666,
      "waiting": 9361
    }
  },
  "queueAttemptedAt": "2026-09-12T17:02:24.916982+00:00",
  "queueError": null,
  "queueUpdatedAt": "2026-09-12T17:02:24.916982+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
}