{
  "communityAttemptedAt": "2026-09-21T05:07:18.818609+00:00",
  "communityError": null,
  "communitySample": {},
  "communityUpdatedAt": "2026-09-21T05:07:18.818609+00:00",
  "frameworkAttemptedAt": "2026-09-21T03:24:50.423497+00:00",
  "frameworkError": null,
  "frameworkStats": {
    "text-generation": {
      "Ascend_910-b3": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 39901,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 19320,
          "successRate": 0.48419839101776896,
          "wilsonLowerBound": 0.47929652361345715
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 53374,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 14891,
          "successRate": 0.27899351744294976,
          "wilsonLowerBound": 0.27520449912457534
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 2948,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 829,
          "successRate": 0.2812075983717775,
          "wilsonLowerBound": 0.2652708134186314
        }
      },
      "Ascend_910-b4": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 33209,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 14732,
          "successRate": 0.4436146827667199,
          "wilsonLowerBound": 0.4382780940354441
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 37659,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10694,
          "successRate": 0.28396930348655036,
          "wilsonLowerBound": 0.2794372011349417
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 9197,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3912,
          "successRate": 0.4253560943786017,
          "wilsonLowerBound": 0.4152849641306628
        }
      },
      "Biren_166m": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 64007,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12088,
          "successRate": 0.18885434405611887,
          "wilsonLowerBound": 0.18584086902079802
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 18638,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3756,
          "successRate": 0.20152376864470437,
          "wilsonLowerBound": 0.19582649572996255
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 6204,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 61,
          "successRate": 0.009832366215344938,
          "wilsonLowerBound": 0.007662490518397138
        }
      },
      "Cambricon_mlu-370-x4": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 26184,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3227,
          "successRate": 0.12324320195539261,
          "wilsonLowerBound": 0.1193167645892249
        },
        "vllm-customized": {
          "framework": "vllm-customized",
          "modelCount": 16470,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1674,
          "successRate": 0.10163934426229508,
          "wilsonLowerBound": 0.09711690799427429
        },
        "vllm-mlu": {
          "framework": "vllm-mlu",
          "modelCount": 11496,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4822,
          "successRate": 0.41945024356297844,
          "wilsonLowerBound": 0.4104578685491657
        }
      },
      "Cambricon_mlu-370-x8": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 24224,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3788,
          "successRate": 0.15637384412153235,
          "wilsonLowerBound": 0.15185443065631316
        },
        "vllm-customized": {
          "framework": "vllm-customized",
          "modelCount": 8075,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 544,
          "successRate": 0.06736842105263158,
          "wilsonLowerBound": 0.06210433444150264
        },
        "vllm-mlu": {
          "framework": "vllm-mlu",
          "modelCount": 43688,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10935,
          "successRate": 0.25029756454861746,
          "wilsonLowerBound": 0.2462575654940645
        }
      },
      "Iluvatar_bi-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 23355,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3070,
          "successRate": 0.1314493684435881,
          "wilsonLowerBound": 0.12717637134831228
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 86675,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 9764,
          "successRate": 0.11265070666282088,
          "wilsonLowerBound": 0.1105629896444802
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 40908,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5024,
          "successRate": 0.12281216387992569,
          "wilsonLowerBound": 0.11966686135805872
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 32734,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3434,
          "successRate": 0.10490621372273477,
          "wilsonLowerBound": 0.10163280354849646
        }
      },
      "Iluvatar_bi-150": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 88862,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 21166,
          "successRate": 0.23818955233958272,
          "wilsonLowerBound": 0.23540010304471629
        },
        "transformers": {
          "framework": "transformers",
          "modelCount": 5232,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 566,
          "successRate": 0.10818042813455657,
          "wilsonLowerBound": 0.10004952071264889
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 112646,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 16512,
          "successRate": 0.146583101042203,
          "wilsonLowerBound": 0.14452967450179602
        },
        "vllm_0_17_0_corex_4_4_0": {
          "framework": "vllm_0_17_0_corex_4_4_0",
          "modelCount": 17864,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3517,
          "successRate": 0.19687639946260635,
          "wilsonLowerBound": 0.19111067687115263
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 42941,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5586,
          "successRate": 0.1300854661046552,
          "wilsonLowerBound": 0.12693672826082095
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 6836,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 571,
          "successRate": 0.08352837916910474,
          "wilsonLowerBound": 0.07720105329654853
        }
      },
      "Iluvatar_mrv-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 200,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 36,
          "successRate": 0.18,
          "wilsonLowerBound": 0.1329455066253411
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 31362,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5680,
          "successRate": 0.18111089853963394,
          "wilsonLowerBound": 0.1768877861214656
        }
      },
      "Kunlunxin_p-800": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 60923,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12395,
          "successRate": 0.2034535397140653,
          "wilsonLowerBound": 0.20027557111614755
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 8358,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2425,
          "successRate": 0.2901411821009811,
          "wilsonLowerBound": 0.2805097399540416
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 13140,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3371,
          "successRate": 0.256544901065449,
          "wilsonLowerBound": 0.24914944259777705
        }
      },
      "MetaX_c-500": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 61566,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 16868,
          "successRate": 0.2739823928791866,
          "wilsonLowerBound": 0.27047351296446853
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 0,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 0,
          "successRate": 0.0,
          "wilsonLowerBound": 0.0
        }
      },
      "Mthreads_s4000": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 46730,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 20486,
          "successRate": 0.4383907554033811,
          "wilsonLowerBound": 0.4338971053843247
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 36764,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3544,
          "successRate": 0.0963986508540964,
          "wilsonLowerBound": 0.09342372965246122
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 624,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 0,
          "successRate": 0.0,
          "wilsonLowerBound": 0.0
        }
      },
      "Sunrise_pt-200-x1": {
        "sglang": {
          "framework": "sglang",
          "modelCount": 6278,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 192,
          "successRate": 0.030582988212806625,
          "wilsonLowerBound": 0.026602368317046696
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 10028,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 740,
          "successRate": 0.07379337854008776,
          "wilsonLowerBound": 0.06883801306073076
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 6023,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2561,
          "successRate": 0.425203387016437,
          "wilsonLowerBound": 0.4127694764913438
        }
      },
      "Vastai_va16": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 7378,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 235,
          "successRate": 0.03185145025752236,
          "wilsonLowerBound": 0.028081693938916925
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 11905,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3872,
          "successRate": 0.3252414951700966,
          "wilsonLowerBound": 0.31688375881126785
        }
      },
      "hygon_k100-ai": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 26594,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 13499,
          "successRate": 0.507595698277807,
          "wilsonLowerBound": 0.5015862851990744
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 62792,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 6343,
          "successRate": 0.10101605300038222,
          "wilsonLowerBound": 0.09868332286892045
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 12567,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1821,
          "successRate": 0.14490331821437097,
          "wilsonLowerBound": 0.13885739935240637
        }
      }
    }
  },
  "frameworkUpdatedAt": null,
  "generatedAt": "2026-09-21T05:14:34.130756+00:00",
  "gpuStats": {
    "Ascend_910-b3": {
      "available": true,
      "backlogHours": 818.4767441860465,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b3",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.8644383285342123,
      "queueFactor": 0.9988777328864568,
      "queueWeight": 0.9988777328864568,
      "recentSuccess": 40,
      "recentSuccessRate": 0.23255813953488372,
      "recentTerminal": 172,
      "recentWilsonLowerBound": 0.17568516404843876,
      "running": 9,
      "selectionWeight": 0.863468197826412,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 28.666666666666668,
      "waiting": 23463
    },
    "Ascend_910-b4": {
      "available": true,
      "backlogHours": 1221.6690647482014,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 2.5,
      "queueFactor": 0.9406330781026756,
      "queueWeight": 0.9406330781026756,
      "recentSuccess": 50,
      "recentSuccessRate": 0.3597122302158273,
      "recentTerminal": 139,
      "recentWilsonLowerBound": 0.28469128755250095,
      "running": 8,
      "selectionWeight": 2.351582695256689,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 23.166666666666668,
      "waiting": 28302
    },
    "Biren_166m": {
      "available": true,
      "backlogHours": 146.94059405940595,
      "canVerify": true,
      "error": null,
      "gpu": "Biren_166m",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.5264953330655544,
      "queueFactor": 1.292385315575397,
      "queueWeight": 1.292385315575397,
      "recentSuccess": 38,
      "recentSuccessRate": 0.18811881188118812,
      "recentTerminal": 202,
      "recentWilsonLowerBound": 0.14023405833572028,
      "running": 8,
      "selectionWeight": 0.6804348371729003,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 33.666666666666664,
      "waiting": 4947
    },
    "Cambricon_mlu-370-x4": {
      "available": true,
      "backlogHours": 1308.9565217391305,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.3309012115455322,
      "queueFactor": 0.930946021586408,
      "queueWeight": 0.930946021586408,
      "recentSuccess": 13,
      "recentSuccessRate": 0.18840579710144928,
      "recentTerminal": 69,
      "recentWilsonLowerBound": 0.11354641477529213,
      "running": 7,
      "selectionWeight": 0.3080511664264356,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 11.5,
      "waiting": 15053
    },
    "Cambricon_mlu-370-x8": {
      "available": true,
      "backlogHours": 411.02222222222224,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x8",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.4358800996321184,
      "queueFactor": 1.1076013796893063,
      "queueWeight": 1.1076013796893063,
      "recentSuccess": 25,
      "recentSuccessRate": 0.18518518518518517,
      "recentTerminal": 135,
      "recentWilsonLowerBound": 0.12869695822609414,
      "running": 7,
      "selectionWeight": 0.4827813997316466,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 22.5,
      "waiting": 9248
    },
    "Iluvatar_bi-100": {
      "available": true,
      "backlogHours": 52.43571428571429,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 24,
      "qualityFactor": 0.05,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 12,
      "recentSuccessRate": 0.04285714285714286,
      "recentTerminal": 280,
      "recentWilsonLowerBound": 0.024683154386983847,
      "running": 27,
      "selectionWeight": 0.065,
      "stale": false,
      "submissionEligible": false,
      "throughputPerHour": 46.666666666666664,
      "waiting": 2447
    },
    "Iluvatar_bi-150": {
      "available": true,
      "backlogHours": 139.85714285714286,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-150",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 50,
      "qualityFactor": 0.33469105487664075,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 33,
      "recentSuccessRate": 0.15714285714285714,
      "recentTerminal": 210,
      "recentWilsonLowerBound": 0.11413569645922175,
      "running": 7,
      "selectionWeight": 0.43509837133963297,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 35.0,
      "waiting": 4895
    },
    "Iluvatar_mrv-100": {
      "available": true,
      "backlogHours": 3225.0,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_mrv-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 1.8113438667631667,
      "queueFactor": 0.8131746391834009,
      "queueWeight": 0.8131746391834009,
      "recentSuccess": 12,
      "recentSuccessRate": 0.4,
      "recentTerminal": 30,
      "recentWilsonLowerBound": 0.24590394326083398,
      "running": 3,
      "selectionWeight": 1.4729388952922045,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 5.0,
      "waiting": 16125
    },
    "Kunlunxin_p-800": {
      "available": true,
      "backlogHours": 580.2,
      "canVerify": true,
      "error": null,
      "gpu": "Kunlunxin_p-800",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.49175796121083937,
      "queueFactor": 1.0517841571710478,
      "queueWeight": 1.0517841571710478,
      "recentSuccess": 22,
      "recentSuccessRate": 0.2,
      "recentTerminal": 110,
      "recentWilsonLowerBound": 0.13595004455478174,
      "running": 9,
      "selectionWeight": 0.5172232327642955,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 18.333333333333332,
      "waiting": 10637
    },
    "MetaX_c-500": {
      "available": true,
      "backlogHours": 806.2682926829268,
      "canVerify": true,
      "error": null,
      "gpu": "MetaX_c-500",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 0.961131935670191,
      "queueFactor": 1.0011320069948708,
      "queueWeight": 1.0011320069948708,
      "recentSuccess": 22,
      "recentSuccessRate": 0.2682926829268293,
      "recentTerminal": 82,
      "recentWilsonLowerBound": 0.18435989365284997,
      "running": 5,
      "selectionWeight": 0.9622199437443634,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 13.666666666666666,
      "waiting": 11019
    },
    "Mthreads_s4000": {
      "available": true,
      "backlogHours": 1515.0,
      "canVerify": true,
      "error": null,
      "gpu": "Mthreads_s4000",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 1.6524875261989331,
      "queueFactor": 0.9107546317472561,
      "queueWeight": 0.9107546317472561,
      "recentSuccess": 28,
      "recentSuccessRate": 0.32558139534883723,
      "recentTerminal": 86,
      "recentWilsonLowerBound": 0.23585553745183332,
      "running": 5,
      "selectionWeight": 1.5050106683902436,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 14.333333333333334,
      "waiting": 21715
    },
    "Sunrise_pt-200-x1": {
      "available": true,
      "backlogHours": 2943.375,
      "canVerify": true,
      "error": null,
      "gpu": "Sunrise_pt-200-x1",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.6622294405312925,
      "queueFactor": 0.8243970783516779,
      "queueWeight": 0.8243970783516779,
      "recentSuccess": 9,
      "recentSuccessRate": 0.28125,
      "recentTerminal": 32,
      "recentWilsonLowerBound": 0.15564406845647866,
      "running": 2,
      "selectionWeight": 0.5459400159724638,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 5.333333333333333,
      "waiting": 15698
    },
    "Vastai_va16": {
      "available": true,
      "backlogHours": 1256.0869565217392,
      "canVerify": true,
      "error": null,
      "gpu": "Vastai_va16",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 16,
      "qualityFactor": 0.05449498950481898,
      "queueFactor": 0.9367211531384475,
      "queueWeight": 0.9367211531384475,
      "recentSuccess": 7,
      "recentSuccessRate": 0.10144927536231885,
      "recentTerminal": 69,
      "recentWilsonLowerBound": 0.05001600257161549,
      "running": 16,
      "selectionWeight": 0.05104660940922163,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 11.5,
      "waiting": 14445
    },
    "hygon_k100-ai": {
      "available": true,
      "backlogHours": 317.9401993355482,
      "canVerify": true,
      "error": null,
      "gpu": "hygon_k100-ai",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 6,
      "qualityFactor": 0.07233919431810469,
      "queueFactor": 1.1510957943292779,
      "queueWeight": 1.1510957943292779,
      "recentSuccess": 25,
      "recentSuccessRate": 0.08305647840531562,
      "recentTerminal": 301,
      "recentWilsonLowerBound": 0.05688867774801005,
      "running": 6,
      "selectionWeight": 0.0832693423447387,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 50.166666666666664,
      "waiting": 15950
    }
  },
  "queueAttemptedAt": "2026-09-21T05:07:18.818609+00:00",
  "queueError": null,
  "queueUpdatedAt": "2026-09-21T05:07:18.818609+00:00",
  "supportedGpus": [
    "Vastai_va16",
    "Kunlunxin_p-800",
    "Cambricon_mlu-370-x4",
    "Iluvatar_mrv-100",
    "Iluvatar_bi-150",
    "Ascend_910-b4",
    "hygon_k100-ai",
    "Ascend_910-b3",
    "MetaX_c-500",
    "Sunrise_pt-200-x1",
    "Biren_166m",
    "Iluvatar_bi-100",
    "Cambricon_mlu-370-x8",
    "Mthreads_s4000"
  ],
  "taskTypes": [
    "text-generation"
  ],
  "throughputWindowHours": 6,
  "version": 3
}