{
  "communityAttemptedAt": "2026-09-13T06:56:39.534462+00:00",
  "communityError": null,
  "communitySample": {},
  "communityUpdatedAt": "2026-09-13T06:56:39.534462+00:00",
  "frameworkAttemptedAt": "2026-09-13T02:20:58.966988+00:00",
  "frameworkError": null,
  "frameworkStats": {
    "text-generation": {
      "Ascend_910-b3": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 38710,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 18554,
          "successRate": 0.47930767243606304,
          "wilsonLowerBound": 0.47433326304559437
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 51206,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 14447,
          "successRate": 0.2821349060656954,
          "wilsonLowerBound": 0.27825332889847854
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 2023,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 533,
          "successRate": 0.26347009391992093,
          "wilsonLowerBound": 0.24473500098387113
        }
      },
      "Ascend_910-b4": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 31841,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 13798,
          "successRate": 0.43334066141138783,
          "wilsonLowerBound": 0.4279060235563416
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 36900,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10534,
          "successRate": 0.28547425474254745,
          "wilsonLowerBound": 0.2808885298302502
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 7530,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3343,
          "successRate": 0.4439575033200531,
          "wilsonLowerBound": 0.43276656905044963
        }
      },
      "Biren_166m": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 63833,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12064,
          "successRate": 0.1889931540112481,
          "wilsonLowerBound": 0.18597473615778007
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 15192,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3051,
          "successRate": 0.20082938388625593,
          "wilsonLowerBound": 0.19453474828248493
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 5427,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 45,
          "successRate": 0.008291873963515755,
          "wilsonLowerBound": 0.006202943735248221
        }
      },
      "Cambricon_mlu-370-x4": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 26026,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3196,
          "successRate": 0.12280027664643049,
          "wilsonLowerBound": 0.11886834581066386
        },
        "vllm-customized": {
          "framework": "vllm-customized",
          "modelCount": 16457,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1672,
          "successRate": 0.10159810415020963,
          "wilsonLowerBound": 0.09707475831962524
        },
        "vllm-mlu": {
          "framework": "vllm-mlu",
          "modelCount": 9928,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4269,
          "successRate": 0.4299959709911362,
          "wilsonLowerBound": 0.42028629840368786
        }
      },
      "Cambricon_mlu-370-x8": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 24064,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3776,
          "successRate": 0.15691489361702127,
          "wilsonLowerBound": 0.15237411978474308
        },
        "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": 40453,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10211,
          "successRate": 0.2524163844461474,
          "wilsonLowerBound": 0.2482068239762199
        }
      },
      "Iluvatar_bi-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 22971,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3035,
          "successRate": 0.13212311174959732,
          "wilsonLowerBound": 0.1278054610212315
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 86517,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 9762,
          "successRate": 0.11283331599570026,
          "wilsonLowerBound": 0.11074221128709302
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 39045,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4786,
          "successRate": 0.12257651427839672,
          "wilsonLowerBound": 0.11936061137133941
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 27538,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3294,
          "successRate": 0.11961652988597574,
          "wilsonLowerBound": 0.11583664036135304
        }
      },
      "Iluvatar_bi-150": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 87725,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 20494,
          "successRate": 0.23361641493302934,
          "wilsonLowerBound": 0.23082804500678036
        },
        "transformers": {
          "framework": "transformers",
          "modelCount": 5089,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 562,
          "successRate": 0.11043426999410494,
          "wilsonLowerBound": 0.10211481962977126
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 112453,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 16504,
          "successRate": 0.14676353676647133,
          "wilsonLowerBound": 0.14470729985432362
        },
        "vllm_0_17_0_corex_4_4_0": {
          "framework": "vllm_0_17_0_corex_4_4_0",
          "modelCount": 15863,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3243,
          "successRate": 0.20443800037823867,
          "wilsonLowerBound": 0.19823393669736492
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 42633,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5545,
          "successRate": 0.13006356578237516,
          "wilsonLowerBound": 0.12690382451301968
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 6218,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 484,
          "successRate": 0.07783853329044708,
          "wilsonLowerBound": 0.07143680189592219
        }
      },
      "Iluvatar_mrv-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 198,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 36,
          "successRate": 0.18181818181818182,
          "wilsonLowerBound": 0.1343204258911728
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 30245,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5220,
          "successRate": 0.17259051082823607,
          "wilsonLowerBound": 0.16837325396551214
        }
      },
      "Kunlunxin_p-800": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 60764,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12379,
          "successRate": 0.20372259890724773,
          "wilsonLowerBound": 0.20053890810315322
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 6430,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1902,
          "successRate": 0.295800933125972,
          "wilsonLowerBound": 0.2847697913082244
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 11989,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3140,
          "successRate": 0.26190674785219786,
          "wilsonLowerBound": 0.2541135649289468
        }
      },
      "MetaX_c-500": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 58984,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 16061,
          "successRate": 0.2722941814729418,
          "wilsonLowerBound": 0.2687166858564779
        }
      },
      "Mthreads_s4000": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 46045,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 20017,
          "successRate": 0.43472689760017375,
          "wilsonLowerBound": 0.43020457204244494
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 35684,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3097,
          "successRate": 0.08678959757874678,
          "wilsonLowerBound": 0.08391284881783719
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 276,
          "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": 10006,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 732,
          "successRate": 0.07315610633619828,
          "wilsonLowerBound": 0.0682161070379902
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 5547,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2327,
          "successRate": 0.4195060393005228,
          "wilsonLowerBound": 0.40657953764782206
        }
      },
      "Vastai_va16": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 7367,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 235,
          "successRate": 0.0318990090946111,
          "wilsonLowerBound": 0.02812370043844604
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 10497,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3601,
          "successRate": 0.3430503953510527,
          "wilsonLowerBound": 0.3340275657898109
        }
      },
      "hygon_k100-ai": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 25972,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 13118,
          "successRate": 0.5050823964269213,
          "wilsonLowerBound": 0.4990014313048249
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 60694,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5918,
          "successRate": 0.09750551949121825,
          "wilsonLowerBound": 0.09517088696191259
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 12209,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1715,
          "successRate": 0.14047014497501842,
          "wilsonLowerBound": 0.13441951062212307
        }
      }
    }
  },
  "frameworkUpdatedAt": null,
  "generatedAt": "2026-09-13T07:11:05.826629+00:00",
  "gpuStats": {
    "Ascend_910-b3": {
      "available": true,
      "backlogHours": 987.0845070422534,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b3",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 1.8384998959998469,
      "queueFactor": 0.9914512982840223,
      "queueWeight": 0.9914512982840223,
      "recentSuccess": 43,
      "recentSuccessRate": 0.3028169014084507,
      "recentTerminal": 142,
      "recentWilsonLowerBound": 0.23325769739085742,
      "running": 8,
      "selectionWeight": 1.8227831087840882,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 23.666666666666668,
      "waiting": 23361
    },
    "Ascend_910-b4": {
      "available": true,
      "backlogHours": 1111.7027027027027,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 2.3418399456245713,
      "queueFactor": 0.9739266210736051,
      "queueWeight": 0.9739266210736051,
      "recentSuccess": 49,
      "recentSuccessRate": 0.3310810810810811,
      "recentTerminal": 148,
      "recentWilsonLowerBound": 0.26037890863761337,
      "running": 10,
      "selectionWeight": 2.280780265337334,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 24.666666666666668,
      "waiting": 27422
    },
    "Biren_166m": {
      "available": true,
      "backlogHours": 167.4878048780488,
      "canVerify": true,
      "error": null,
      "gpu": "Biren_166m",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.7199416532809012,
      "queueFactor": 1.293680576137507,
      "queueWeight": 1.293680576137507,
      "recentSuccess": 34,
      "recentSuccessRate": 0.2073170731707317,
      "recentTerminal": 164,
      "recentWilsonLowerBound": 0.15232121293449272,
      "running": 8,
      "selectionWeight": 0.9313745328018256,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 27.333333333333332,
      "waiting": 4578
    },
    "Cambricon_mlu-370-x4": {
      "available": true,
      "backlogHours": 1234.732394366197,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.5291194992152136,
      "queueFactor": 0.9587129853851617,
      "queueWeight": 0.9587129853851617,
      "recentSuccess": 15,
      "recentSuccessRate": 0.2112676056338028,
      "recentTerminal": 71,
      "recentWilsonLowerBound": 0.132424357246423,
      "running": 7,
      "selectionWeight": 0.5072737347181192,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 11.833333333333334,
      "waiting": 14611
    },
    "Cambricon_mlu-370-x8": {
      "available": true,
      "backlogHours": 392.735294117647,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x8",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.3061553507791561,
      "queueFactor": 1.1384384263945166,
      "queueWeight": 1.1384384263945166,
      "recentSuccess": 21,
      "recentSuccessRate": 0.15441176470588236,
      "recentTerminal": 136,
      "recentWilsonLowerBound": 0.10326721361886773,
      "running": 7,
      "selectionWeight": 0.3485390157732837,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 22.666666666666668,
      "waiting": 8902
    },
    "Iluvatar_bi-100": {
      "available": true,
      "backlogHours": 40.50397877984085,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 24,
      "qualityFactor": 0.05544334502166833,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 26,
      "recentSuccessRate": 0.06896551724137931,
      "recentTerminal": 377,
      "recentWilsonLowerBound": 0.047494980983764,
      "running": 25,
      "selectionWeight": 0.07207634852816884,
      "stale": false,
      "submissionEligible": false,
      "throughputPerHour": 62.833333333333336,
      "waiting": 2545
    },
    "Iluvatar_bi-150": {
      "available": true,
      "backlogHours": 98.27667984189723,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-150",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 50,
      "qualityFactor": 0.6930788256401678,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 49,
      "recentSuccessRate": 0.19367588932806323,
      "recentTerminal": 253,
      "recentWilsonLowerBound": 0.14971100338534826,
      "running": 5,
      "selectionWeight": 0.9010024733322182,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 42.166666666666664,
      "waiting": 4144
    },
    "Iluvatar_mrv-100": {
      "available": true,
      "backlogHours": 2472.4736842105262,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_mrv-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 2.255653921527566,
      "queueFactor": 0.863882714858208,
      "queueWeight": 0.863882714858208,
      "recentSuccess": 15,
      "recentSuccessRate": 0.39473684210526316,
      "recentTerminal": 38,
      "recentWilsonLowerBound": 0.2559785926361891,
      "running": 2,
      "selectionWeight": 1.948620433509797,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 6.333333333333333,
      "waiting": 15659
    },
    "Kunlunxin_p-800": {
      "available": true,
      "backlogHours": 877.2631578947369,
      "canVerify": true,
      "error": null,
      "gpu": "Kunlunxin_p-800",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.873209417462659,
      "queueFactor": 1.0091484383943659,
      "queueWeight": 1.0091484383943659,
      "recentSuccess": 19,
      "recentSuccessRate": 0.25,
      "recentTerminal": 76,
      "recentWilsonLowerBound": 0.16628799382577897,
      "running": 7,
      "selectionWeight": 0.8811979200236962,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 12.666666666666666,
      "waiting": 11112
    },
    "MetaX_c-500": {
      "available": true,
      "backlogHours": 707.4432989690721,
      "canVerify": true,
      "error": null,
      "gpu": "MetaX_c-500",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 1.0534577207246807,
      "queueFactor": 1.0422473283185638,
      "queueWeight": 1.0422473283185638,
      "recentSuccess": 25,
      "recentSuccessRate": 0.25773195876288657,
      "recentTerminal": 97,
      "recentWilsonLowerBound": 0.18109470708719705,
      "running": 4,
      "selectionWeight": 1.0979634949218622,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 16.166666666666668,
      "waiting": 11437
    },
    "Mthreads_s4000": {
      "available": true,
      "backlogHours": 1782.3287671232877,
      "canVerify": true,
      "error": null,
      "gpu": "Mthreads_s4000",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 2.5,
      "queueFactor": 0.907353175759062,
      "queueWeight": 0.907353175759062,
      "recentSuccess": 27,
      "recentSuccessRate": 0.3698630136986301,
      "recentTerminal": 73,
      "recentWilsonLowerBound": 0.26822983017391167,
      "running": 4,
      "selectionWeight": 2.268382939397655,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 12.166666666666666,
      "waiting": 21685
    },
    "Sunrise_pt-200-x1": {
      "available": true,
      "backlogHours": 3372.2307692307695,
      "canVerify": true,
      "error": null,
      "gpu": "Sunrise_pt-200-x1",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.8585271397160604,
      "queueFactor": 0.8245878723505147,
      "queueWeight": 0.8245878723505147,
      "recentSuccess": 8,
      "recentSuccessRate": 0.3076923076923077,
      "recentTerminal": 26,
      "recentWilsonLowerBound": 0.1650112093979267,
      "running": 2,
      "selectionWeight": 0.7079310674936393,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 4.333333333333333,
      "waiting": 14613
    },
    "Vastai_va16": {
      "available": true,
      "backlogHours": 1117.6190476190477,
      "canVerify": true,
      "error": null,
      "gpu": "Vastai_va16",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 16,
      "qualityFactor": 0.21840108208688733,
      "queueFactor": 0.9731515235142156,
      "queueWeight": 0.9731515235142156,
      "recentSuccess": 10,
      "recentSuccessRate": 0.15873015873015872,
      "recentTerminal": 63,
      "recentWilsonLowerBound": 0.08856997432352591,
      "running": 16,
      "selectionWeight": 0.21253734577000769,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 10.5,
      "waiting": 11735
    },
    "hygon_k100-ai": {
      "available": true,
      "backlogHours": 687.2164948453608,
      "canVerify": true,
      "error": null,
      "gpu": "hygon_k100-ai",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 6,
      "qualityFactor": 1.8720935452235634,
      "queueFactor": 1.0467922529184113,
      "queueWeight": 1.0467922529184113,
      "recentSuccess": 31,
      "recentSuccessRate": 0.31958762886597936,
      "recentTerminal": 97,
      "recentWilsonLowerBound": 0.23518547734357254,
      "running": 7,
      "selectionWeight": 1.9596930198785896,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 16.166666666666668,
      "waiting": 11110
    }
  },
  "queueAttemptedAt": "2026-09-13T07:11:05.826629+00:00",
  "queueError": null,
  "queueUpdatedAt": "2026-09-13T07:11:05.826629+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
}