{
  "communityAttemptedAt": "2026-09-11T10:49:11.840771+00:00",
  "communityError": null,
  "communitySample": {},
  "communityUpdatedAt": "2026-09-11T10:49:11.840771+00:00",
  "frameworkAttemptedAt": "2026-09-11T07:37:13.408660+00:00",
  "frameworkError": null,
  "frameworkStats": {
    "text-generation": {
      "Ascend_910-b3": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 38406,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 18347,
          "successRate": 0.47771181586210487,
          "wilsonLowerBound": 0.4727186142219277
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 50694,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 14356,
          "successRate": 0.2831893320708565,
          "wilsonLowerBound": 0.2792837767433773
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 1836,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 465,
          "successRate": 0.25326797385620914,
          "wilsonLowerBound": 0.2339046211928329
        }
      },
      "Ascend_910-b4": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 31534,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 13593,
          "successRate": 0.43105853998858373,
          "wilsonLowerBound": 0.42560127887455884
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 36636,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10470,
          "successRate": 0.28578447428758597,
          "wilsonLowerBound": 0.28118079871085094
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 7125,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3236,
          "successRate": 0.45417543859649123,
          "wilsonLowerBound": 0.4426420461241195
        }
      },
      "Biren_166m": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 63806,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12062,
          "successRate": 0.18904178290442905,
          "wilsonLowerBound": 0.18602242785590625
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 14269,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2821,
          "successRate": 0.197701310533324,
          "wilsonLowerBound": 0.1912482512473705
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 5216,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 38,
          "successRate": 0.0072852760736196315,
          "wilsonLowerBound": 0.005312491220716674
        }
      },
      "Cambricon_mlu-370-x4": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 25982,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3188,
          "successRate": 0.1227003309983835,
          "wilsonLowerBound": 0.11876653069924355
        },
        "vllm-customized": {
          "framework": "vllm-customized",
          "modelCount": 16454,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1672,
          "successRate": 0.10161662817551963,
          "wilsonLowerBound": 0.09709250105798561
        },
        "vllm-mlu": {
          "framework": "vllm-mlu",
          "modelCount": 9567,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4140,
          "successRate": 0.43273753527751646,
          "wilsonLowerBound": 0.42283824435112227
        }
      },
      "Cambricon_mlu-370-x8": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 24038,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3772,
          "successRate": 0.15691821282968632,
          "wilsonLowerBound": 0.15237497352380724
        },
        "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": 39693,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10022,
          "successRate": 0.25248784420426773,
          "wilsonLowerBound": 0.2482379959502357
        }
      },
      "Iluvatar_bi-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 22928,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3029,
          "successRate": 0.13210921144452198,
          "wilsonLowerBound": 0.1277877691776678
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 86495,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 9762,
          "successRate": 0.11286201514538413,
          "wilsonLowerBound": 0.11077041141942286
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 38721,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4750,
          "successRate": 0.12267245164122828,
          "wilsonLowerBound": 0.11944216864807317
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 26228,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3230,
          "successRate": 0.12315083117279244,
          "wilsonLowerBound": 0.11922893728375669
        }
      },
      "Iluvatar_bi-150": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 87478,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 20347,
          "successRate": 0.23259562404261644,
          "wilsonLowerBound": 0.22980765150893903
        },
        "transformers": {
          "framework": "transformers",
          "modelCount": 5064,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 562,
          "successRate": 0.11097946287519747,
          "wilsonLowerBound": 0.10262120661405581
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 112431,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 16502,
          "successRate": 0.1467744661169962,
          "wilsonLowerBound": 0.14471796507864415
        },
        "vllm_0_17_0_corex_4_4_0": {
          "framework": "vllm_0_17_0_corex_4_4_0",
          "modelCount": 15675,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3208,
          "successRate": 0.20465709728867623,
          "wilsonLowerBound": 0.19841380945421933
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 42460,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5517,
          "successRate": 0.12993405558172397,
          "wilsonLowerBound": 0.12676931841545863
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 6060,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 471,
          "successRate": 0.07772277227722772,
          "wilsonLowerBound": 0.07124611845642526
        }
      },
      "Iluvatar_mrv-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 198,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 36,
          "successRate": 0.18181818181818182,
          "wilsonLowerBound": 0.1343204258911728
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 29978,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5130,
          "successRate": 0.17112549202748684,
          "wilsonLowerBound": 0.16690429188089745
        }
      },
      "Kunlunxin_p-800": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 60742,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12377,
          "successRate": 0.20376345856244443,
          "wilsonLowerBound": 0.2005789531103196
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 6131,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1808,
          "successRate": 0.29489479693361603,
          "wilsonLowerBound": 0.2836117408740904
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 11790,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3090,
          "successRate": 0.26208651399491095,
          "wilsonLowerBound": 0.25422668395092196
        }
      },
      "MetaX_c-500": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 58402,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 15896,
          "successRate": 0.27218245950481146,
          "wilsonLowerBound": 0.26858772834899125
        }
      },
      "Mthreads_s4000": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 45902,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 19921,
          "successRate": 0.43398980436582285,
          "wilsonLowerBound": 0.4294614036402481
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 35411,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2984,
          "successRate": 0.08426760046313292,
          "wilsonLowerBound": 0.0814191481906377
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 247,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 0,
          "successRate": 0.0,
          "wilsonLowerBound": 0.0
        }
      },
      "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": 10000,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 729,
          "successRate": 0.0729,
          "wilsonLowerBound": 0.06796689394323556
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 5415,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2267,
          "successRate": 0.41865189289012006,
          "wilsonLowerBound": 0.40557390963207146
        }
      },
      "Vastai_va16": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 7362,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 235,
          "successRate": 0.03192067372996468,
          "wilsonLowerBound": 0.028142835875328846
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 10020,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3439,
          "successRate": 0.34321357285429144,
          "wilsonLowerBound": 0.3339788112017684
        }
      },
      "hygon_k100-ai": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 25695,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12926,
          "successRate": 0.5030550690795874,
          "wilsonLowerBound": 0.49694151667224734
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 60492,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5875,
          "successRate": 0.09712028036765193,
          "wilsonLowerBound": 0.09478599037021669
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 12070,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1657,
          "successRate": 0.13728251864125932,
          "wilsonLowerBound": 0.1312581580525033
        }
      }
    }
  },
  "frameworkUpdatedAt": null,
  "generatedAt": "2026-09-11T11:01:31.440562+00:00",
  "gpuStats": {
    "Ascend_910-b3": {
      "available": true,
      "backlogHours": 1076.8396946564885,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b3",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 1.2286934475407463,
      "queueFactor": 0.9466534234095655,
      "queueWeight": 0.9466534234095655,
      "recentSuccess": 44,
      "recentSuccessRate": 0.33587786259541985,
      "recentTerminal": 131,
      "recentWilsonLowerBound": 0.26069820802208127,
      "running": 8,
      "selectionWeight": 1.1631468584353488,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 21.833333333333332,
      "waiting": 23511
    },
    "Ascend_910-b4": {
      "available": true,
      "backlogHours": 1256.2442748091603,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 1.3786430360233781,
      "queueFactor": 0.9250230481590489,
      "queueWeight": 0.9250230481590489,
      "recentSuccess": 46,
      "recentSuccessRate": 0.3511450381679389,
      "recentTerminal": 131,
      "recentWilsonLowerBound": 0.27470659539559905,
      "running": 8,
      "selectionWeight": 1.2752765835055906,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 21.833333333333332,
      "waiting": 27428
    },
    "Biren_166m": {
      "available": true,
      "backlogHours": 112.94420600858368,
      "canVerify": true,
      "error": null,
      "gpu": "Biren_166m",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.14596625174698594,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 32,
      "recentSuccessRate": 0.13733905579399142,
      "recentTerminal": 233,
      "recentWilsonLowerBound": 0.09899121234419886,
      "running": 8,
      "selectionWeight": 0.18975612727108174,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 38.833333333333336,
      "waiting": 4386
    },
    "Cambricon_mlu-370-x4": {
      "available": true,
      "backlogHours": 1357.8095238095239,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.7038606499177413,
      "queueFactor": 0.9142981492085441,
      "queueWeight": 0.9142981492085441,
      "recentSuccess": 19,
      "recentSuccessRate": 0.30158730158730157,
      "recentTerminal": 63,
      "recentWilsonLowerBound": 0.20237537048735993,
      "running": 7,
      "selectionWeight": 0.643538489520514,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 10.5,
      "waiting": 14257
    },
    "Cambricon_mlu-370-x8": {
      "available": true,
      "backlogHours": 500.1509433962264,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x8",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.3190682409826634,
      "queueFactor": 1.0620586596448665,
      "queueWeight": 1.0620586596448665,
      "recentSuccess": 22,
      "recentSuccessRate": 0.20754716981132076,
      "recentTerminal": 106,
      "recentWilsonLowerBound": 0.14124543675119416,
      "running": 7,
      "selectionWeight": 0.3388691883532927,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 17.666666666666668,
      "waiting": 8836
    },
    "Iluvatar_bi-100": {
      "available": true,
      "backlogHours": 86.23170731707317,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 24,
      "qualityFactor": 0.10519761706520611,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 21,
      "recentSuccessRate": 0.12804878048780488,
      "recentTerminal": 164,
      "recentWilsonLowerBound": 0.08529805310783155,
      "running": 24,
      "selectionWeight": 0.13675690218476794,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 27.333333333333332,
      "waiting": 2357
    },
    "Iluvatar_bi-150": {
      "available": true,
      "backlogHours": 137.68235294117648,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-150",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 50,
      "qualityFactor": 0.529512614996235,
      "queueFactor": 1.2887893135466206,
      "queueWeight": 1.2887893135466206,
      "recentSuccess": 40,
      "recentSuccessRate": 0.23529411764705882,
      "recentTerminal": 170,
      "recentWilsonLowerBound": 0.17781611718156756,
      "running": 11,
      "selectionWeight": 0.6824301995952737,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 28.333333333333332,
      "waiting": 3901
    },
    "Iluvatar_mrv-100": {
      "available": true,
      "backlogHours": 2069.3333333333335,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_mrv-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.5261319096226492,
      "queueFactor": 0.8582999756173821,
      "queueWeight": 0.8582999756173821,
      "recentSuccess": 13,
      "recentSuccessRate": 0.28888888888888886,
      "recentTerminal": 45,
      "recentWilsonLowerBound": 0.17729918031900158,
      "running": 2,
      "selectionWeight": 0.45157900520064653,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 7.5,
      "waiting": 15520
    },
    "Kunlunxin_p-800": {
      "available": true,
      "backlogHours": 734.1573033707865,
      "canVerify": true,
      "error": null,
      "gpu": "Kunlunxin_p-800",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.274627947648426,
      "queueFactor": 1.0026406303385837,
      "queueWeight": 1.0026406303385837,
      "recentSuccess": 18,
      "recentSuccessRate": 0.20224719101123595,
      "recentTerminal": 89,
      "recentWilsonLowerBound": 0.1319367734752211,
      "running": 7,
      "selectionWeight": 0.27535313853880944,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 14.833333333333334,
      "waiting": 10890
    },
    "MetaX_c-500": {
      "available": true,
      "backlogHours": 760.2,
      "canVerify": true,
      "error": null,
      "gpu": "MetaX_c-500",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 0.35735722635574263,
      "queueFactor": 0.9974117690903,
      "queueWeight": 0.9974117690903,
      "recentSuccess": 20,
      "recentSuccessRate": 0.2222222222222222,
      "recentTerminal": 90,
      "recentWilsonLowerBound": 0.14871223281666784,
      "running": 4,
      "selectionWeight": 0.3564323033366841,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 15.0,
      "waiting": 11403
    },
    "Mthreads_s4000": {
      "available": true,
      "backlogHours": 618.9029126213592,
      "canVerify": true,
      "error": null,
      "gpu": "Mthreads_s4000",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 0.06316525111138,
      "queueFactor": 1.0286562975648716,
      "queueWeight": 1.0286562975648716,
      "recentSuccess": 21,
      "recentSuccessRate": 0.10194174757281553,
      "recentTerminal": 206,
      "recentWilsonLowerBound": 0.06764640491063476,
      "running": 4,
      "selectionWeight": 0.06497533334298754,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 34.333333333333336,
      "waiting": 21249
    },
    "Sunrise_pt-200-x1": {
      "available": true,
      "backlogHours": 5049.529411764705,
      "canVerify": true,
      "error": null,
      "gpu": "Sunrise_pt-200-x1",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 2.5,
      "queueFactor": 0.7508030570853582,
      "queueWeight": 0.7508030570853582,
      "recentSuccess": 10,
      "recentSuccessRate": 0.5882352941176471,
      "recentTerminal": 17,
      "recentWilsonLowerBound": 0.3600507438551554,
      "running": 2,
      "selectionWeight": 1.8770076427133955,
      "stale": false,
      "submissionEligible": false,
      "throughputPerHour": 2.8333333333333335,
      "waiting": 14307
    },
    "Vastai_va16": {
      "available": true,
      "backlogHours": 1311.4468085106384,
      "canVerify": true,
      "error": null,
      "gpu": "Vastai_va16",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 16,
      "qualityFactor": 0.7159810874590183,
      "queueFactor": 0.919075239615169,
      "queueWeight": 0.919075239615169,
      "recentSuccess": 15,
      "recentSuccessRate": 0.3191489361702128,
      "recentTerminal": 47,
      "recentWilsonLowerBound": 0.2039520381739899,
      "running": 16,
      "selectionWeight": 0.6580404895163265,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 7.833333333333333,
      "waiting": 10273
    },
    "hygon_k100-ai": {
      "available": true,
      "backlogHours": 581.1333333333333,
      "canVerify": true,
      "error": null,
      "gpu": "hygon_k100-ai",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 6,
      "qualityFactor": 1.7340053168200618,
      "queueFactor": 1.0384182213376074,
      "queueWeight": 1.0384182213376074,
      "recentSuccess": 36,
      "recentSuccessRate": 0.4,
      "recentTerminal": 90,
      "recentWilsonLowerBound": 0.3048885917678283,
      "running": 6,
      "selectionWeight": 1.800622716882243,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 15.0,
      "waiting": 8717
    }
  },
  "queueAttemptedAt": "2026-09-11T11:01:31.440562+00:00",
  "queueError": null,
  "queueUpdatedAt": "2026-09-11T11:01:31.440562+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
}