{
  "communityAttemptedAt": "2026-09-11T12:26:59.901752+00:00",
  "communityError": null,
  "communitySample": {},
  "communityUpdatedAt": "2026-09-11T12:26:59.901752+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": "2026-09-11T12:38:39.673311+00:00",
  "gpuStats": {
    "Ascend_910-b3": {
      "available": true,
      "backlogHours": 1484.9052631578948,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b3",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 1.5768172360431216,
      "queueFactor": 0.90072390219325,
      "queueWeight": 0.90072390219325,
      "recentSuccess": 33,
      "recentSuccessRate": 0.3473684210526316,
      "recentTerminal": 95,
      "recentWilsonLowerBound": 0.2592458386299087,
      "running": 8,
      "selectionWeight": 1.4202769738943355,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 15.833333333333334,
      "waiting": 23511
    },
    "Ascend_910-b4": {
      "available": true,
      "backlogHours": 1142.8333333333333,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 2.5,
      "queueFactor": 0.9368047081815,
      "queueWeight": 0.9368047081815,
      "recentSuccess": 57,
      "recentSuccessRate": 0.3958333333333333,
      "recentTerminal": 144,
      "recentWilsonLowerBound": 0.3196634619191859,
      "running": 8,
      "selectionWeight": 2.34201177045375,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 24.0,
      "waiting": 27428
    },
    "Biren_166m": {
      "available": true,
      "backlogHours": 118.81614349775785,
      "canVerify": true,
      "error": null,
      "gpu": "Biren_166m",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.22667142094048615,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 33,
      "recentSuccessRate": 0.14798206278026907,
      "recentTerminal": 223,
      "recentWilsonLowerBound": 0.1073518929679533,
      "running": 8,
      "selectionWeight": 0.294672847222632,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 37.166666666666664,
      "waiting": 4416
    },
    "Cambricon_mlu-370-x4": {
      "available": true,
      "backlogHours": 1529.142857142857,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.8812519355624804,
      "queueFactor": 0.8967663231354267,
      "queueWeight": 0.8967663231354267,
      "recentSuccess": 17,
      "recentSuccessRate": 0.30357142857142855,
      "recentTerminal": 56,
      "recentWilsonLowerBound": 0.19900164620775923,
      "running": 7,
      "selectionWeight": 0.7902770580103435,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 9.333333333333334,
      "waiting": 14272
    },
    "Cambricon_mlu-370-x8": {
      "available": true,
      "backlogHours": 478.1081081081081,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x8",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.4209046965184329,
      "queueFactor": 1.0676221690353305,
      "queueWeight": 1.0676221690353305,
      "recentSuccess": 23,
      "recentSuccessRate": 0.2072072072072072,
      "recentTerminal": 111,
      "recentWilsonLowerBound": 0.14222816865850865,
      "running": 7,
      "selectionWeight": 0.44936718505416684,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 18.5,
      "waiting": 8845
    },
    "Iluvatar_bi-100": {
      "available": true,
      "backlogHours": 92.37662337662337,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 24,
      "qualityFactor": 0.05,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 10,
      "recentSuccessRate": 0.06493506493506493,
      "recentTerminal": 154,
      "recentWilsonLowerBound": 0.035650162878397375,
      "running": 24,
      "selectionWeight": 0.065,
      "stale": false,
      "submissionEligible": false,
      "throughputPerHour": 25.666666666666668,
      "waiting": 2371
    },
    "Iluvatar_bi-150": {
      "available": true,
      "backlogHours": 165.6595744680851,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-150",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 50,
      "qualityFactor": 0.27460333441639634,
      "queueFactor": 1.251595573134199,
      "queueWeight": 1.251595573134199,
      "recentSuccess": 24,
      "recentSuccessRate": 0.1702127659574468,
      "recentTerminal": 141,
      "recentWilsonLowerBound": 0.1171325106118973,
      "running": 6,
      "selectionWeight": 0.3436923177234517,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 23.5,
      "waiting": 3893
    },
    "Iluvatar_mrv-100": {
      "available": true,
      "backlogHours": 2114.727272727273,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_mrv-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.5716546726831768,
      "queueFactor": 0.8541975956607957,
      "queueWeight": 0.8541975956607957,
      "recentSuccess": 12,
      "recentSuccessRate": 0.2727272727272727,
      "recentTerminal": 44,
      "recentWilsonLowerBound": 0.16346223395491324,
      "running": 2,
      "selectionWeight": 0.4883060469542288,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 7.333333333333333,
      "waiting": 15508
    },
    "Kunlunxin_p-800": {
      "available": true,
      "backlogHours": 787.3734939759036,
      "canVerify": true,
      "error": null,
      "gpu": "Kunlunxin_p-800",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.48527531362798,
      "queueFactor": 0.9906480317469971,
      "queueWeight": 0.9906480317469971,
      "recentSuccess": 19,
      "recentSuccessRate": 0.2289156626506024,
      "recentTerminal": 83,
      "recentWilsonLowerBound": 0.15173247416801833,
      "running": 7,
      "selectionWeight": 0.4807370343009651,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 13.833333333333334,
      "waiting": 10892
    },
    "MetaX_c-500": {
      "available": true,
      "backlogHours": 691.7575757575758,
      "canVerify": true,
      "error": null,
      "gpu": "MetaX_c-500",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 0.4268267080152377,
      "queueFactor": 1.010074508860826,
      "queueWeight": 1.010074508860826,
      "recentSuccess": 21,
      "recentSuccessRate": 0.21212121212121213,
      "recentTerminal": 99,
      "recentWilsonLowerBound": 0.14313429916193274,
      "running": 4,
      "selectionWeight": 0.4311267774671744,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 16.5,
      "waiting": 11414
    },
    "Mthreads_s4000": {
      "available": true,
      "backlogHours": 343.52021563342316,
      "canVerify": true,
      "error": null,
      "gpu": "Mthreads_s4000",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 0.05,
      "queueFactor": 1.1218987254821078,
      "queueWeight": 1.1218987254821078,
      "recentSuccess": 26,
      "recentSuccessRate": 0.07008086253369272,
      "recentTerminal": 371,
      "recentWilsonLowerBound": 0.04827033888322366,
      "running": 4,
      "selectionWeight": 0.05609493627410539,
      "stale": false,
      "submissionEligible": false,
      "throughputPerHour": 61.833333333333336,
      "waiting": 21241
    },
    "Sunrise_pt-200-x1": {
      "available": true,
      "backlogHours": 4768.0,
      "canVerify": true,
      "error": null,
      "gpu": "Sunrise_pt-200-x1",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.9211738874385227,
      "queueFactor": 0.7561292918180136,
      "queueWeight": 0.7561292918180136,
      "recentSuccess": 7,
      "recentSuccessRate": 0.3888888888888889,
      "recentTerminal": 18,
      "recentWilsonLowerBound": 0.2030499192693116,
      "running": 2,
      "selectionWeight": 0.6965265591501367,
      "stale": false,
      "submissionEligible": false,
      "throughputPerHour": 3.0,
      "waiting": 14304
    },
    "Vastai_va16": {
      "available": true,
      "backlogHours": 1046.4406779661017,
      "canVerify": true,
      "error": null,
      "gpu": "Vastai_va16",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 16,
      "qualityFactor": 0.6589367220272198,
      "queueFactor": 0.9492690198929634,
      "queueWeight": 0.9492690198929634,
      "recentSuccess": 16,
      "recentSuccessRate": 0.2711864406779661,
      "recentTerminal": 59,
      "recentWilsonLowerBound": 0.17436824992508337,
      "running": 16,
      "selectionWeight": 0.625508216290261,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 9.833333333333334,
      "waiting": 10290
    },
    "hygon_k100-ai": {
      "available": true,
      "backlogHours": 523.0799999999999,
      "canVerify": true,
      "error": null,
      "gpu": "hygon_k100-ai",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 6,
      "qualityFactor": 2.1767802501092284,
      "queueFactor": 1.0533223086498924,
      "queueWeight": 1.0533223086498924,
      "recentSuccess": 39,
      "recentSuccessRate": 0.39,
      "recentTerminal": 100,
      "recentWilsonLowerBound": 0.300167219319702,
      "running": 6,
      "selectionWeight": 2.2928511984685427,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 16.666666666666668,
      "waiting": 8718
    }
  },
  "queueAttemptedAt": "2026-09-11T12:35:42.061775+00:00",
  "queueError": null,
  "queueUpdatedAt": "2026-09-11T12:35:42.061775+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
}