{
  "communityAttemptedAt": "2026-09-13T11:27:29.471193+00:00",
  "communityError": null,
  "communitySample": {},
  "communityUpdatedAt": "2026-09-13T11:27:29.471193+00:00",
  "frameworkAttemptedAt": "2026-09-13T08:22:56.571876+00:00",
  "frameworkError": null,
  "frameworkStats": {
    "text-generation": {
      "Ascend_910-b3": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 38753,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 18585,
          "successRate": 0.4795757747787268,
          "wilsonLowerBound": 0.4746039881183945
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 51269,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 14461,
          "successRate": 0.2820612845969299,
          "wilsonLowerBound": 0.27818239690829516
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 2049,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 541,
          "successRate": 0.26403123474865786,
          "wilsonLowerBound": 0.24539836301591406
        }
      },
      "Ascend_910-b4": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 31899,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 13843,
          "successRate": 0.43396344713000407,
          "wilsonLowerBound": 0.42853275453901896
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 36939,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10539,
          "successRate": 0.2853082108340778,
          "wilsonLowerBound": 0.2807257171969584
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 7582,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3360,
          "successRate": 0.44315484041150094,
          "wilsonLowerBound": 0.4320046884357374
        }
      },
      "Biren_166m": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 63835,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12065,
          "successRate": 0.18900289809665544,
          "wilsonLowerBound": 0.18598446660723164
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 15343,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3084,
          "successRate": 0.2010037150492081,
          "wilsonLowerBound": 0.19473765442920185
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 5458,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 45,
          "successRate": 0.008244778307072188,
          "wilsonLowerBound": 0.0061676811124269405
        }
      },
      "Cambricon_mlu-370-x4": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 26030,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3198,
          "successRate": 0.1228582404917403,
          "wilsonLowerBound": 0.11892579008309893
        },
        "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": 9968,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4287,
          "successRate": 0.43007624398073835,
          "wilsonLowerBound": 0.4203857575460906
        }
      },
      "Cambricon_mlu-370-x8": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 24067,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3777,
          "successRate": 0.15693688453068516,
          "wilsonLowerBound": 0.15239612481304485
        },
        "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": 40549,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10233,
          "successRate": 0.2523613406002614,
          "wilsonLowerBound": 0.2481570486028227
        }
      },
      "Iluvatar_bi-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 22980,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3035,
          "successRate": 0.13207136640557007,
          "wilsonLowerBound": 0.12775528458080057
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 86520,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 9762,
          "successRate": 0.11282940360610264,
          "wilsonLowerBound": 0.1107383669269908
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 39087,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4792,
          "successRate": 0.12259830634226214,
          "wilsonLowerBound": 0.11938386109620633
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 27759,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3295,
          "successRate": 0.1187002413631615,
          "wilsonLowerBound": 0.11494801277957475
        }
      },
      "Iluvatar_bi-150": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 87737,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 20500,
          "successRate": 0.23365284885510104,
          "wilsonLowerBound": 0.23086451547322523
        },
        "transformers": {
          "framework": "transformers",
          "modelCount": 5091,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 562,
          "successRate": 0.11039088587703791,
          "wilsonLowerBound": 0.1020745245100028
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 112455,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 16504,
          "successRate": 0.14676092659285936,
          "wilsonLowerBound": 0.14470472317523148
        },
        "vllm_0_17_0_corex_4_4_0": {
          "framework": "vllm_0_17_0_corex_4_4_0",
          "modelCount": 15880,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3250,
          "successRate": 0.20465994962216624,
          "wilsonLowerBound": 0.19845658788599135
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 42644,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5545,
          "successRate": 0.1300300159459713,
          "wilsonLowerBound": 0.12687103113601667
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 6223,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 485,
          "successRate": 0.07793668648561787,
          "wilsonLowerBound": 0.07153353005671426
        }
      },
      "Iluvatar_mrv-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 198,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 36,
          "successRate": 0.18181818181818182,
          "wilsonLowerBound": 0.1343204258911728
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 30284,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5236,
          "successRate": 0.17289657905164443,
          "wilsonLowerBound": 0.1686789893687595
        }
      },
      "Kunlunxin_p-800": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 60765,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12379,
          "successRate": 0.2037192462766395,
          "wilsonLowerBound": 0.20053560133374146
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 6486,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1917,
          "successRate": 0.2955596669750231,
          "wilsonLowerBound": 0.28457847149103355
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 12011,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3147,
          "successRate": 0.2620098243276996,
          "wilsonLowerBound": 0.2542226800692064
        }
      },
      "MetaX_c-500": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 59077,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 16087,
          "successRate": 0.2723056350187044,
          "wilsonLowerBound": 0.26873089660179433
        }
      },
      "Mthreads_s4000": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 46066,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 20030,
          "successRate": 0.4348109234576477,
          "wilsonLowerBound": 0.43028951951937017
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 35721,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3109,
          "successRate": 0.08703563730018757,
          "wilsonLowerBound": 0.08415658905735884
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 282,
          "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": 5564,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2338,
          "successRate": 0.4202012940330697,
          "wilsonLowerBound": 0.40729101346237134
        }
      },
      "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": 10566,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3619,
          "successRate": 0.3425137232632974,
          "wilsonLowerBound": 0.3335237892814802
        }
      },
      "hygon_k100-ai": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 25994,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 13137,
          "successRate": 0.5053858582749865,
          "wilsonLowerBound": 0.4993074607159475
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 60752,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5931,
          "successRate": 0.09762641559125626,
          "wilsonLowerBound": 0.09529157438086885
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 12223,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1722,
          "successRate": 0.1408819438762988,
          "wilsonLowerBound": 0.13482704162320544
        }
      }
    }
  },
  "frameworkUpdatedAt": null,
  "generatedAt": "2026-09-13T11:30:12.969228+00:00",
  "gpuStats": {
    "Ascend_910-b3": {
      "available": true,
      "backlogHours": 942.7248322147651,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b3",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 1.3448189455833721,
      "queueFactor": 0.984267343170596,
      "queueWeight": 0.984267343170596,
      "recentSuccess": 48,
      "recentSuccessRate": 0.3221476510067114,
      "recentTerminal": 149,
      "recentWilsonLowerBound": 0.2523981353536608,
      "running": 8,
      "selectionWeight": 1.3236613706148281,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 24.833333333333332,
      "waiting": 23411
    },
    "Ascend_910-b4": {
      "available": true,
      "backlogHours": 1072.3636363636363,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 2.5,
      "queueFactor": 0.9654271459957386,
      "queueWeight": 0.9654271459957386,
      "recentSuccess": 63,
      "recentSuccessRate": 0.4090909090909091,
      "recentTerminal": 154,
      "recentWilsonLowerBound": 0.33456800777135237,
      "running": 8,
      "selectionWeight": 2.4135678649893464,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 25.666666666666668,
      "waiting": 27524
    },
    "Biren_166m": {
      "available": true,
      "backlogHours": 155.67032967032966,
      "canVerify": true,
      "error": null,
      "gpu": "Biren_166m",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.49947107821237907,
      "queueFactor": 1.2895552124406742,
      "queueWeight": 1.2895552124406742,
      "recentSuccess": 39,
      "recentSuccessRate": 0.21428571428571427,
      "recentTerminal": 182,
      "recentWilsonLowerBound": 0.16090214588354124,
      "running": 8,
      "selectionWeight": 0.6440955323721371,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 30.333333333333332,
      "waiting": 4722
    },
    "Cambricon_mlu-370-x4": {
      "available": true,
      "backlogHours": 1342.5454545454545,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.31655961779074815,
      "queueFactor": 0.9334293840851564,
      "queueWeight": 0.9334293840851564,
      "recentSuccess": 14,
      "recentSuccessRate": 0.21212121212121213,
      "recentTerminal": 66,
      "recentWilsonLowerBound": 0.13077866875683972,
      "running": 7,
      "selectionWeight": 0.29548604906065057,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 11.0,
      "waiting": 14768
    },
    "Cambricon_mlu-370-x8": {
      "available": true,
      "backlogHours": 442.1803278688525,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x8",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.3445322758052113,
      "queueFactor": 1.10263279521223,
      "queueWeight": 1.10263279521223,
      "recentSuccess": 24,
      "recentSuccessRate": 0.19672131147540983,
      "recentTerminal": 122,
      "recentWilsonLowerBound": 0.13591035553474007,
      "running": 7,
      "selectionWeight": 0.37989258631193107,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 20.333333333333332,
      "waiting": 8991
    },
    "Iluvatar_bi-100": {
      "available": true,
      "backlogHours": 34.576496674057644,
      "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": 0.037694013303769404,
      "recentTerminal": 451,
      "recentWilsonLowerBound": 0.02366516644943308,
      "running": 24,
      "selectionWeight": 0.065,
      "stale": false,
      "submissionEligible": false,
      "throughputPerHour": 75.16666666666667,
      "waiting": 2599
    },
    "Iluvatar_bi-150": {
      "available": true,
      "backlogHours": 82.35830618892508,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-150",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 50,
      "qualityFactor": 0.12561190879374182,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 36,
      "recentSuccessRate": 0.11726384364820847,
      "recentTerminal": 307,
      "recentWilsonLowerBound": 0.08591542455473064,
      "running": 1,
      "selectionWeight": 0.16329548143186437,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 51.166666666666664,
      "waiting": 4214
    },
    "Iluvatar_mrv-100": {
      "available": true,
      "backlogHours": 2843.2727272727275,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_mrv-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 1.2803986938174463,
      "queueFactor": 0.834061433439807,
      "queueWeight": 0.834061433439807,
      "recentSuccess": 13,
      "recentSuccessRate": 0.3939393939393939,
      "recentTerminal": 33,
      "recentWilsonLowerBound": 0.24682882231508205,
      "running": 2,
      "selectionWeight": 1.0679311699398357,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 5.5,
      "waiting": 15638
    },
    "Kunlunxin_p-800": {
      "available": true,
      "backlogHours": 753.5730337078652,
      "canVerify": true,
      "error": null,
      "gpu": "Kunlunxin_p-800",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.630026266015502,
      "queueFactor": 1.0178927372630755,
      "queueWeight": 1.0178927372630755,
      "recentSuccess": 23,
      "recentSuccessRate": 0.25842696629213485,
      "recentTerminal": 89,
      "recentWilsonLowerBound": 0.1788141889199488,
      "running": 7,
      "selectionWeight": 0.641299160462154,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 14.833333333333334,
      "waiting": 11178
    },
    "MetaX_c-500": {
      "available": true,
      "backlogHours": 711.4639175257731,
      "canVerify": true,
      "error": null,
      "gpu": "MetaX_c-500",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 0.3541727872763658,
      "queueFactor": 1.0267102224478937,
      "queueWeight": 1.0267102224478937,
      "recentSuccess": 20,
      "recentSuccessRate": 0.20618556701030927,
      "recentTerminal": 97,
      "recentWilsonLowerBound": 0.13762597270753013,
      "running": 4,
      "selectionWeight": 0.3636328212095081,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 16.166666666666668,
      "waiting": 11502
    },
    "Mthreads_s4000": {
      "available": true,
      "backlogHours": 1836.75,
      "canVerify": true,
      "error": null,
      "gpu": "Mthreads_s4000",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 1.2884443245078452,
      "queueFactor": 0.8905602585287367,
      "queueWeight": 0.8905602585287367,
      "recentSuccess": 25,
      "recentSuccessRate": 0.3472222222222222,
      "recentTerminal": 72,
      "recentWilsonLowerBound": 0.24753261631759219,
      "running": 4,
      "selectionWeight": 1.14743731073359,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 12.0,
      "waiting": 22041
    },
    "Sunrise_pt-200-x1": {
      "available": true,
      "backlogHours": 3986.727272727273,
      "canVerify": true,
      "error": null,
      "gpu": "Sunrise_pt-200-x1",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 1.5496725507415605,
      "queueFactor": 0.7928268305179066,
      "queueWeight": 0.7928268305179066,
      "recentSuccess": 10,
      "recentSuccessRate": 0.45454545454545453,
      "recentTerminal": 22,
      "recentWilsonLowerBound": 0.26920014432004846,
      "running": 2,
      "selectionWeight": 1.2286219767450313,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 3.6666666666666665,
      "waiting": 14618
    },
    "Vastai_va16": {
      "available": true,
      "backlogHours": 1205.0,
      "canVerify": true,
      "error": null,
      "gpu": "Vastai_va16",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 16,
      "qualityFactor": 0.6795117460341726,
      "queueFactor": 0.9486865883457297,
      "queueWeight": 0.9486865883457297,
      "recentSuccess": 17,
      "recentSuccessRate": 0.2833333333333333,
      "recentTerminal": 60,
      "recentWilsonLowerBound": 0.1850667860430859,
      "running": 16,
      "selectionWeight": 0.6446436800860091,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 10.0,
      "waiting": 12050
    },
    "hygon_k100-ai": {
      "available": true,
      "backlogHours": 685.4257425742575,
      "canVerify": true,
      "error": null,
      "gpu": "hygon_k100-ai",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 6,
      "qualityFactor": 1.6748774142823852,
      "queueFactor": 1.032468371288195,
      "queueWeight": 1.032468371288195,
      "recentSuccess": 37,
      "recentSuccessRate": 0.36633663366336633,
      "recentTerminal": 101,
      "recentWilsonLowerBound": 0.27887722904962386,
      "running": 6,
      "selectionWeight": 1.7292579560315178,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 16.833333333333332,
      "waiting": 11538
    }
  },
  "queueAttemptedAt": "2026-09-13T11:21:51.647911+00:00",
  "queueError": null,
  "queueUpdatedAt": "2026-09-13T11:21:51.647911+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
}