{
  "communityAttemptedAt": "2026-09-10T13:35:47.961878+00:00",
  "communityError": null,
  "communitySample": {},
  "communityUpdatedAt": "2026-09-10T13:35:47.961878+00:00",
  "frameworkAttemptedAt": "2026-09-10T12:35:14.692612+00:00",
  "frameworkError": null,
  "frameworkStats": {
    "text-generation": {
      "Ascend_910-b3": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 38318,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 18283,
          "successRate": 0.47713868155958034,
          "wilsonLowerBound": 0.47214006949864223
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 50542,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 14324,
          "successRate": 0.28340785881049424,
          "wilsonLowerBound": 0.27949552744451256
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 1770,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 445,
          "successRate": 0.2514124293785311,
          "wilsonLowerBound": 0.2317546860465486
        }
      },
      "Ascend_910-b4": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 31396,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 13506,
          "successRate": 0.43018218881386167,
          "wilsonLowerBound": 0.42471443238148554
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 36514,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10437,
          "successRate": 0.2858355699183875,
          "wilsonLowerBound": 0.2812239942679824
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 6942,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3194,
          "successRate": 0.460097954479977,
          "wilsonLowerBound": 0.4483986894698718
        }
      },
      "Biren_166m": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 63790,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12060,
          "successRate": 0.18905784605737577,
          "wilsonLowerBound": 0.1860380147747332
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 13800,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2726,
          "successRate": 0.19753623188405797,
          "wilsonLowerBound": 0.19097797620808124
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 5147,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 36,
          "successRate": 0.006994365649893142,
          "wilsonLowerBound": 0.005056576682829683
        }
      },
      "Cambricon_mlu-370-x4": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 25953,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3186,
          "successRate": 0.12276037452317651,
          "wilsonLowerBound": 0.1188235595334533
        },
        "vllm-customized": {
          "framework": "vllm-customized",
          "modelCount": 16452,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1672,
          "successRate": 0.10162898127887186,
          "wilsonLowerBound": 0.09710433315414777
        },
        "vllm-mlu": {
          "framework": "vllm-mlu",
          "modelCount": 9391,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4077,
          "successRate": 0.434139069321691,
          "wilsonLowerBound": 0.424143358656614
        }
      },
      "Cambricon_mlu-370-x8": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 24027,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3770,
          "successRate": 0.15690681316851876,
          "wilsonLowerBound": 0.1523626843060331
        },
        "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": 39385,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 9934,
          "successRate": 0.25222800558588293,
          "wilsonLowerBound": 0.2479631553725973
        }
      },
      "Iluvatar_bi-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 22914,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3026,
          "successRate": 0.1320590032294667,
          "wilsonLowerBound": 0.1277369743815997
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 86481,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 9762,
          "successRate": 0.11288028584313317,
          "wilsonLowerBound": 0.11078836443747443
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 38609,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4738,
          "successRate": 0.12271750110077961,
          "wilsonLowerBound": 0.11948206919093914
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 26113,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3210,
          "successRate": 0.1229272776011948,
          "wilsonLowerBound": 0.11900002209957782
        }
      },
      "Iluvatar_bi-150": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 87397,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 20307,
          "successRate": 0.23235351327848783,
          "wilsonLowerBound": 0.22956528173891405
        },
        "transformers": {
          "framework": "transformers",
          "modelCount": 5051,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 562,
          "successRate": 0.11126509602058998,
          "wilsonLowerBound": 0.10288651808446177
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 112422,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 16502,
          "successRate": 0.14678621622102436,
          "wilsonLowerBound": 0.1447295643963279
        },
        "vllm_0_17_0_corex_4_4_0": {
          "framework": "vllm_0_17_0_corex_4_4_0",
          "modelCount": 15606,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3187,
          "successRate": 0.2042163270536973,
          "wilsonLowerBound": 0.19796458864174885
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 42431,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5510,
          "successRate": 0.12985788692229738,
          "wilsonLowerBound": 0.12669288448244376
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 6020,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 469,
          "successRate": 0.07790697674418605,
          "wilsonLowerBound": 0.07140227111708827
        }
      },
      "Iluvatar_mrv-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 198,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 36,
          "successRate": 0.18181818181818182,
          "wilsonLowerBound": 0.1343204258911728
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 29851,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5085,
          "successRate": 0.1703460520585575,
          "wilsonLowerBound": 0.16612380778830965
        }
      },
      "Kunlunxin_p-800": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 60731,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12375,
          "successRate": 0.20376743343597176,
          "wilsonLowerBound": 0.2005826178036079
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 5963,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1765,
          "successRate": 0.29599195036055675,
          "wilsonLowerBound": 0.2845397771768032
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 11689,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3070,
          "successRate": 0.26264008897253827,
          "wilsonLowerBound": 0.2547411183645426
        }
      },
      "MetaX_c-500": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 58107,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 15820,
          "successRate": 0.2722563546560655,
          "wilsonLowerBound": 0.26865223630882573
        }
      },
      "Mthreads_s4000": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 45825,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 19871,
          "successRate": 0.4336279323513366,
          "wilsonLowerBound": 0.42909620642371943
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 34986,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2968,
          "successRate": 0.08483393357342937,
          "wilsonLowerBound": 0.08195958326032747
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 203,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 0,
          "successRate": 0.0,
          "wilsonLowerBound": 1.702505035850099e-18
        }
      },
      "Sunrise_pt-200-x1": {
        "sglang": {
          "framework": "sglang",
          "modelCount": 6273,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 192,
          "successRate": 0.030607364897178385,
          "wilsonLowerBound": 0.02662361262856994
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 9997,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 728,
          "successRate": 0.07282184655396619,
          "wilsonLowerBound": 0.06789056951143375
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 5360,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2244,
          "successRate": 0.41865671641791047,
          "wilsonLowerBound": 0.40551212475467374
        }
      },
      "Vastai_va16": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 7360,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 235,
          "successRate": 0.03192934782608696,
          "wilsonLowerBound": 0.02815049734326355
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 9834,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3381,
          "successRate": 0.3438071995118975,
          "wilsonLowerBound": 0.33448201885340845
        }
      },
      "hygon_k100-ai": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 25567,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12857,
          "successRate": 0.5028747995462901,
          "wilsonLowerBound": 0.49674597776775475
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 60420,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5862,
          "successRate": 0.09702085402184707,
          "wilsonLowerBound": 0.0946862739354135
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 11994,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1622,
          "successRate": 0.13523428380857094,
          "wilsonLowerBound": 0.1292307288142234
        }
      }
    }
  },
  "frameworkUpdatedAt": null,
  "generatedAt": "2026-09-10T13:50:13.733450+00:00",
  "gpuStats": {
    "Ascend_910-b3": {
      "available": true,
      "backlogHours": 1008.6043165467626,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b3",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.9910717693493497,
      "queueFactor": 0.9845282468328292,
      "queueWeight": 0.9845282468328292,
      "recentSuccess": 51,
      "recentSuccessRate": 0.3669064748201439,
      "recentTerminal": 139,
      "recentWilsonLowerBound": 0.29136609862384355,
      "running": 8,
      "selectionWeight": 0.9757381515630253,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 23.166666666666668,
      "waiting": 23366
    },
    "Ascend_910-b4": {
      "available": true,
      "backlogHours": 985.8323353293414,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.8255411915502326,
      "queueFactor": 0.9879065056881471,
      "queueWeight": 0.9879065056881471,
      "recentSuccess": 56,
      "recentSuccessRate": 0.33532934131736525,
      "recentTerminal": 167,
      "recentWilsonLowerBound": 0.26814110931394647,
      "running": 8,
      "selectionWeight": 0.8155575138460196,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 27.833333333333332,
      "waiting": 27439
    },
    "Biren_166m": {
      "available": true,
      "backlogHours": 130.8177339901478,
      "canVerify": true,
      "error": null,
      "gpu": "Biren_166m",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.33854481282307086,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 47,
      "recentSuccessRate": 0.2315270935960591,
      "recentTerminal": 203,
      "recentWilsonLowerBound": 0.1788127946814086,
      "running": 8,
      "selectionWeight": 0.44010825666999215,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 33.833333333333336,
      "waiting": 4426
    },
    "Cambricon_mlu-370-x4": {
      "available": true,
      "backlogHours": 932.5714285714286,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.11911842738401596,
      "queueFactor": 0.9961712150656116,
      "queueWeight": 0.9961712150656116,
      "recentSuccess": 16,
      "recentSuccessRate": 0.17582417582417584,
      "recentTerminal": 91,
      "recentWilsonLowerBound": 0.11122434523601707,
      "running": 7,
      "selectionWeight": 0.11866234854383999,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 15.166666666666666,
      "waiting": 14144
    },
    "Cambricon_mlu-370-x8": {
      "available": true,
      "backlogHours": 459.9652173913043,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x8",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.2116804745186554,
      "queueFactor": 1.1075862497743032,
      "queueWeight": 1.1075862497743032,
      "recentSuccess": 24,
      "recentSuccessRate": 0.20869565217391303,
      "recentTerminal": 115,
      "recentWilsonLowerBound": 0.14444439637630882,
      "running": 7,
      "selectionWeight": 0.2344543829225625,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 19.166666666666668,
      "waiting": 8816
    },
    "Iluvatar_bi-100": {
      "available": true,
      "backlogHours": 60.71489361702128,
      "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": 0.08936170212765958,
      "recentTerminal": 235,
      "recentWilsonLowerBound": 0.05919014237284662,
      "running": 1,
      "selectionWeight": 0.065,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 39.166666666666664,
      "waiting": 2378
    },
    "Iluvatar_bi-150": {
      "available": true,
      "backlogHours": 103.4054054054054,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-150",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 50,
      "qualityFactor": 0.14970731914146043,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 37,
      "recentSuccessRate": 0.16666666666666666,
      "recentTerminal": 222,
      "recentWilsonLowerBound": 0.12340134553543952,
      "running": 1,
      "selectionWeight": 0.19461951488389856,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 37.0,
      "waiting": 3826
    },
    "Iluvatar_mrv-100": {
      "available": true,
      "backlogHours": 1657.1785714285713,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_mrv-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.06925725226711506,
      "queueFactor": 0.9138626080144127,
      "queueWeight": 0.9138626080144127,
      "recentSuccess": 9,
      "recentSuccessRate": 0.16071428571428573,
      "recentTerminal": 56,
      "recentWilsonLowerBound": 0.08692569640589272,
      "running": 2,
      "selectionWeight": 0.06329161318073787,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 9.333333333333334,
      "waiting": 15467
    },
    "Kunlunxin_p-800": {
      "available": true,
      "backlogHours": 892.1095890410959,
      "canVerify": true,
      "error": null,
      "gpu": "Kunlunxin_p-800",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.4166910267370913,
      "queueFactor": 1.0028213537864203,
      "queueWeight": 1.0028213537864203,
      "recentSuccess": 21,
      "recentSuccessRate": 0.2876712328767123,
      "recentTerminal": 73,
      "recentWilsonLowerBound": 0.19651589092755167,
      "running": 7,
      "selectionWeight": 0.4178666595431434,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 12.166666666666666,
      "waiting": 10854
    },
    "MetaX_c-500": {
      "available": true,
      "backlogHours": 507.2888888888889,
      "canVerify": true,
      "error": null,
      "gpu": "MetaX_c-500",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 0.34217069919729165,
      "queueFactor": 1.091435314554268,
      "queueWeight": 1.091435314554268,
      "recentSuccess": 33,
      "recentSuccessRate": 0.24444444444444444,
      "recentTerminal": 135,
      "recentWilsonLowerBound": 0.17968077622878312,
      "running": 4,
      "selectionWeight": 0.3734571847096498,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 22.5,
      "waiting": 11414
    },
    "Mthreads_s4000": {
      "available": true,
      "backlogHours": 1753.8082191780823,
      "canVerify": true,
      "error": null,
      "gpu": "Mthreads_s4000",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 0.7458114649871788,
      "queueFactor": 0.9061268284079946,
      "queueWeight": 0.9061268284079946,
      "recentSuccess": 26,
      "recentSuccessRate": 0.3561643835616438,
      "recentTerminal": 73,
      "recentWilsonLowerBound": 0.2560433740070725,
      "running": 4,
      "selectionWeight": 0.6757997773591524,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 12.166666666666666,
      "waiting": 21338
    },
    "Sunrise_pt-200-x1": {
      "available": true,
      "backlogHours": 4034.0,
      "canVerify": true,
      "error": null,
      "gpu": "Sunrise_pt-200-x1",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.3105977474100325,
      "queueFactor": 0.7996978348237137,
      "queueWeight": 0.7996978348237137,
      "recentSuccess": 7,
      "recentSuccessRate": 0.3333333333333333,
      "recentTerminal": 21,
      "recentWilsonLowerBound": 0.17194536432683688,
      "running": 2,
      "selectionWeight": 0.2483843461049257,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 3.5,
      "waiting": 14119
    },
    "Vastai_va16": {
      "available": true,
      "backlogHours": 925.9384615384615,
      "canVerify": true,
      "error": null,
      "gpu": "Vastai_va16",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 16,
      "qualityFactor": 0.6195025047499856,
      "queueFactor": 0.9972383825117844,
      "queueWeight": 0.9972383825117844,
      "recentSuccess": 22,
      "recentSuccessRate": 0.3384615384615385,
      "recentTerminal": 65,
      "recentWilsonLowerBound": 0.23533338768646594,
      "running": 16,
      "selectionWeight": 0.6177916757988746,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 10.833333333333334,
      "waiting": 10031
    },
    "hygon_k100-ai": {
      "available": true,
      "backlogHours": 463.9285714285714,
      "canVerify": true,
      "error": null,
      "gpu": "hygon_k100-ai",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 6,
      "qualityFactor": 2.5,
      "queueFactor": 1.1061617484220572,
      "queueWeight": 1.1061617484220572,
      "recentSuccess": 60,
      "recentSuccessRate": 0.5357142857142857,
      "recentTerminal": 112,
      "recentWilsonLowerBound": 0.44370185823984976,
      "running": 6,
      "selectionWeight": 2.765404371055143,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 18.666666666666668,
      "waiting": 8660
    }
  },
  "queueAttemptedAt": "2026-09-10T13:47:24.914316+00:00",
  "queueError": null,
  "queueUpdatedAt": "2026-09-10T13:47:24.914316+00:00",
  "supportedGpus": [
    "Vastai_va16",
    "Iluvatar_mrv-100",
    "Kunlunxin_p-800",
    "Cambricon_mlu-370-x4",
    "Iluvatar_bi-150",
    "Ascend_910-b4",
    "hygon_k100-ai",
    "MetaX_c-500",
    "Sunrise_pt-200-x1",
    "Ascend_910-b3",
    "Iluvatar_bi-100",
    "Biren_166m",
    "Cambricon_mlu-370-x8",
    "Mthreads_s4000"
  ],
  "taskTypes": [
    "text-generation"
  ],
  "throughputWindowHours": 6,
  "version": 3
}