{
  "communityAttemptedAt": "2026-09-15T11:00:37.485808+00:00",
  "communityError": null,
  "communitySample": {},
  "communityUpdatedAt": "2026-09-15T11:00:37.485808+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": "2026-09-15T11:03:25.288809+00:00",
  "gpuStats": {
    "Ascend_910-b3": {
      "available": true,
      "backlogHours": 1080.0916030534352,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b3",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 1.638982322962742,
      "queueFactor": 0.9972575975404765,
      "queueWeight": 0.9972575975404765,
      "recentSuccess": 44,
      "recentSuccessRate": 0.33587786259541985,
      "recentTerminal": 131,
      "recentWilsonLowerBound": 0.26069820802208127,
      "running": 8,
      "selectionWeight": 1.6344875738091336,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 21.833333333333332,
      "waiting": 23582
    },
    "Ascend_910-b4": {
      "available": true,
      "backlogHours": 1199.4,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 2.5,
      "queueFactor": 0.9817068818036692,
      "queueWeight": 0.9817068818036692,
      "recentSuccess": 55,
      "recentSuccessRate": 0.39285714285714285,
      "recentTerminal": 140,
      "recentWilsonLowerBound": 0.3158538021545772,
      "running": 8,
      "selectionWeight": 2.454267204509173,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 23.333333333333332,
      "waiting": 27986
    },
    "Biren_166m": {
      "available": true,
      "backlogHours": 1040.9032258064515,
      "canVerify": true,
      "error": null,
      "gpu": "Biren_166m",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.7769931265768564,
      "queueFactor": 1.0028013014872867,
      "queueWeight": 1.0028013014872867,
      "recentSuccess": 10,
      "recentSuccessRate": 0.3225806451612903,
      "recentTerminal": 31,
      "recentWilsonLowerBound": 0.18569230747313034,
      "running": 2,
      "selectionWeight": 0.7791697185779477,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 5.166666666666667,
      "waiting": 5378
    },
    "Cambricon_mlu-370-x4": {
      "available": true,
      "backlogHours": 1440.65625,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.6646059663795211,
      "queueFactor": 0.9550857974277258,
      "queueWeight": 0.9550857974277258,
      "recentSuccess": 17,
      "recentSuccessRate": 0.265625,
      "recentTerminal": 64,
      "recentWilsonLowerBound": 0.1729623856953776,
      "running": 7,
      "selectionWeight": 0.6347557193748092,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 10.666666666666666,
      "waiting": 15367
    },
    "Cambricon_mlu-370-x8": {
      "available": true,
      "backlogHours": 526.3333333333334,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x8",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.3596832844455777,
      "queueFactor": 1.1108036824209355,
      "queueWeight": 1.1108036824209355,
      "recentSuccess": 21,
      "recentSuccessRate": 0.19444444444444445,
      "recentTerminal": 108,
      "recentWilsonLowerBound": 0.13084280853074545,
      "running": 7,
      "selectionWeight": 0.39953751686740446,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 18.0,
      "waiting": 9474
    },
    "Iluvatar_bi-100": {
      "available": true,
      "backlogHours": 52.43648208469055,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 24,
      "qualityFactor": 0.05,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 17,
      "recentSuccessRate": 0.05537459283387622,
      "recentTerminal": 307,
      "recentWilsonLowerBound": 0.0348569517029826,
      "running": 24,
      "selectionWeight": 0.065,
      "stale": false,
      "submissionEligible": false,
      "throughputPerHour": 51.166666666666664,
      "waiting": 2683
    },
    "Iluvatar_bi-150": {
      "available": true,
      "backlogHours": 128.1658536585366,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-150",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 50,
      "qualityFactor": 0.9496995067877654,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 53,
      "recentSuccessRate": 0.25853658536585367,
      "recentTerminal": 205,
      "recentWilsonLowerBound": 0.2034305633653757,
      "running": 1,
      "selectionWeight": 1.234609358824095,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 34.166666666666664,
      "waiting": 4379
    },
    "Iluvatar_mrv-100": {
      "available": true,
      "backlogHours": 2579.6756756756754,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_mrv-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 1.3742676754104985,
      "queueFactor": 0.8751684962271059,
      "queueWeight": 0.8751684962271059,
      "recentSuccess": 14,
      "recentSuccessRate": 0.3783783783783784,
      "recentTerminal": 37,
      "recentWilsonLowerBound": 0.2406378746389103,
      "running": 2,
      "selectionWeight": 1.2027157749025266,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 6.166666666666667,
      "waiting": 15908
    },
    "Kunlunxin_p-800": {
      "available": true,
      "backlogHours": 735.1578947368421,
      "canVerify": true,
      "error": null,
      "gpu": "Kunlunxin_p-800",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.31590580815396735,
      "queueFactor": 1.0564996275619445,
      "queueWeight": 1.0564996275619445,
      "recentSuccess": 18,
      "recentSuccessRate": 0.18947368421052632,
      "recentTerminal": 95,
      "recentWilsonLowerBound": 0.12334753468178354,
      "running": 7,
      "selectionWeight": 0.33375436865932157,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 15.833333333333334,
      "waiting": 11640
    },
    "MetaX_c-500": {
      "available": true,
      "backlogHours": 804.2727272727273,
      "canVerify": true,
      "error": null,
      "gpu": "MetaX_c-500",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 0.7338373735196178,
      "queueFactor": 1.0423556883708371,
      "queueWeight": 1.0423556883708371,
      "recentSuccess": 23,
      "recentSuccessRate": 0.26136363636363635,
      "recentTerminal": 88,
      "recentWilsonLowerBound": 0.18093113139383876,
      "running": 4,
      "selectionWeight": 0.7649195606272883,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 14.666666666666666,
      "waiting": 11796
    },
    "Mthreads_s4000": {
      "available": true,
      "backlogHours": 1529.282608695652,
      "canVerify": true,
      "error": null,
      "gpu": "Mthreads_s4000",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 1.2359859910311268,
      "queueFactor": 0.9465711847201635,
      "queueWeight": 0.9465711847201635,
      "recentSuccess": 29,
      "recentSuccessRate": 0.31521739130434784,
      "recentTerminal": 92,
      "recentWilsonLowerBound": 0.2293129742179435,
      "running": 4,
      "selectionWeight": 1.1699487238278592,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 15.333333333333334,
      "waiting": 23449
    },
    "Sunrise_pt-200-x1": {
      "available": true,
      "backlogHours": 3816.75,
      "canVerify": true,
      "error": null,
      "gpu": "Sunrise_pt-200-x1",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.7230719882558695,
      "queueFactor": 0.8252250163623202,
      "queueWeight": 0.8252250163623202,
      "recentSuccess": 8,
      "recentSuccessRate": 0.3333333333333333,
      "recentTerminal": 24,
      "recentWilsonLowerBound": 0.17971978688379645,
      "running": 2,
      "selectionWeight": 0.5966970933395853,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 4.0,
      "waiting": 15267
    },
    "Vastai_va16": {
      "available": true,
      "backlogHours": 1430.0,
      "canVerify": true,
      "error": null,
      "gpu": "Vastai_va16",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 16,
      "qualityFactor": 0.2162428180450343,
      "queueFactor": 0.9561500156572195,
      "queueWeight": 0.9561500156572195,
      "recentSuccess": 10,
      "recentSuccessRate": 0.18518518518518517,
      "recentTerminal": 54,
      "recentWilsonLowerBound": 0.10382574505942958,
      "running": 16,
      "selectionWeight": 0.20676057385952082,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 9.0,
      "waiting": 12870
    },
    "hygon_k100-ai": {
      "available": true,
      "backlogHours": 729.9056603773585,
      "canVerify": true,
      "error": null,
      "gpu": "hygon_k100-ai",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 6,
      "qualityFactor": 1.4681878892614542,
      "queueFactor": 1.0576365050268077,
      "queueWeight": 1.0576365050268077,
      "recentSuccess": 35,
      "recentSuccessRate": 0.330188679245283,
      "recentTerminal": 106,
      "recentWilsonLowerBound": 0.2479785534130129,
      "running": 6,
      "selectionWeight": 1.55280910792117,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 17.666666666666668,
      "waiting": 12895
    }
  },
  "queueAttemptedAt": "2026-09-15T10:57:36.429533+00:00",
  "queueError": null,
  "queueUpdatedAt": "2026-09-15T10:57:36.429533+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
}