{
  "communityAttemptedAt": "2026-09-11T08:57:40.210836+00:00",
  "communityError": null,
  "communitySample": {},
  "communityUpdatedAt": "2026-09-11T08:57:40.210836+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": "2026-09-11T09:00:45.040261+00:00",
  "gpuStats": {
    "Ascend_910-b3": {
      "available": true,
      "backlogHours": 995.6595744680851,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b3",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 2.1261990982872865,
      "queueFactor": 0.9694550879739842,
      "queueWeight": 0.9694550879739842,
      "recentSuccess": 47,
      "recentSuccessRate": 0.3333333333333333,
      "recentTerminal": 141,
      "recentWilsonLowerBound": 0.2608545832736055,
      "running": 8,
      "selectionWeight": 2.061254533880307,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 23.5,
      "waiting": 23398
    },
    "Ascend_910-b4": {
      "available": true,
      "backlogHours": 1163.531914893617,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 2.1261990982872865,
      "queueFactor": 0.9470601881086448,
      "queueWeight": 0.9470601881086448,
      "recentSuccess": 47,
      "recentSuccessRate": 0.3333333333333333,
      "recentTerminal": 141,
      "recentWilsonLowerBound": 0.2608545832736055,
      "running": 8,
      "selectionWeight": 2.0136385179803886,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 23.5,
      "waiting": 27343
    },
    "Biren_166m": {
      "available": true,
      "backlogHours": 119.94366197183099,
      "canVerify": true,
      "error": null,
      "gpu": "Biren_166m",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.21748738337075763,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 28,
      "recentSuccessRate": 0.13145539906103287,
      "recentTerminal": 213,
      "recentWilsonLowerBound": 0.09253824569410407,
      "running": 8,
      "selectionWeight": 0.2827335983819849,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 35.5,
      "waiting": 4258
    },
    "Cambricon_mlu-370-x4": {
      "available": true,
      "backlogHours": 1211.4857142857143,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 1.8102089153168934,
      "queueFactor": 0.9413401461942208,
      "queueWeight": 0.9413401461942208,
      "recentSuccess": 24,
      "recentSuccessRate": 0.34285714285714286,
      "recentTerminal": 70,
      "recentWilsonLowerBound": 0.24245827082896973,
      "running": 7,
      "selectionWeight": 1.7040223249864863,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 11.666666666666666,
      "waiting": 14134
    },
    "Cambricon_mlu-370-x8": {
      "available": true,
      "backlogHours": 485.3888888888889,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x8",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.9157814412414547,
      "queueFactor": 1.0797689902059895,
      "queueWeight": 1.0797689902059895,
      "recentSuccess": 27,
      "recentSuccessRate": 0.25,
      "recentTerminal": 108,
      "recentWilsonLowerBound": 0.17787718518702555,
      "running": 7,
      "selectionWeight": 0.9888324020586712,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 18.0,
      "waiting": 8737
    },
    "Iluvatar_bi-100": {
      "available": true,
      "backlogHours": 78.46666666666667,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 24,
      "qualityFactor": 0.1294122269570645,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 20,
      "recentSuccessRate": 0.1111111111111111,
      "recentTerminal": 180,
      "recentWilsonLowerBound": 0.07308697860315692,
      "running": 2,
      "selectionWeight": 0.16823589504418385,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 30.0,
      "waiting": 2354
    },
    "Iluvatar_bi-150": {
      "available": true,
      "backlogHours": 111.33014354066985,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-150",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 50,
      "qualityFactor": 0.6113208823609273,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 41,
      "recentSuccessRate": 0.19617224880382775,
      "recentTerminal": 209,
      "recentWilsonLowerBound": 0.14802574150045553,
      "running": 1,
      "selectionWeight": 0.7947171470692055,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 34.833333333333336,
      "waiting": 3878
    },
    "Iluvatar_mrv-100": {
      "available": true,
      "backlogHours": 2119.909090909091,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_mrv-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 1.7351112020067918,
      "queueFactor": 0.8655591262809207,
      "queueWeight": 0.8655591262809207,
      "recentSuccess": 16,
      "recentSuccessRate": 0.36363636363636365,
      "recentTerminal": 44,
      "recentWilsonLowerBound": 0.23783334127491426,
      "running": 2,
      "selectionWeight": 1.5018413360092369,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 7.333333333333333,
      "waiting": 15546
    },
    "Kunlunxin_p-800": {
      "available": true,
      "backlogHours": 760.3058823529412,
      "canVerify": true,
      "error": null,
      "gpu": "Kunlunxin_p-800",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.5269375987069911,
      "queueFactor": 1.0094761735832134,
      "queueWeight": 1.0094761735832134,
      "recentSuccess": 18,
      "recentSuccessRate": 0.21176470588235294,
      "recentTerminal": 85,
      "recentWilsonLowerBound": 0.13836125681504122,
      "running": 7,
      "selectionWeight": 0.5319309508598602,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 14.166666666666666,
      "waiting": 10771
    },
    "MetaX_c-500": {
      "available": true,
      "backlogHours": 858.9873417721519,
      "canVerify": true,
      "error": null,
      "gpu": "MetaX_c-500",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 1.8807502261206521,
      "queueFactor": 0.9911658056232003,
      "queueWeight": 0.9911658056232003,
      "recentSuccess": 27,
      "recentSuccessRate": 0.34177215189873417,
      "recentTerminal": 79,
      "recentWilsonLowerBound": 0.24670818573119843,
      "running": 4,
      "selectionWeight": 1.8641353130488925,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 13.166666666666666,
      "waiting": 11310
    },
    "Mthreads_s4000": {
      "available": true,
      "backlogHours": 622.4487804878049,
      "canVerify": true,
      "error": null,
      "gpu": "Mthreads_s4000",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 0.05276211314640094,
      "queueFactor": 1.0402285815632342,
      "queueWeight": 1.0402285815632342,
      "recentSuccess": 16,
      "recentSuccessRate": 0.07804878048780488,
      "recentTerminal": 205,
      "recentWilsonLowerBound": 0.04860992484636982,
      "running": 4,
      "selectionWeight": 0.05488465811855952,
      "stale": false,
      "submissionEligible": false,
      "throughputPerHour": 34.166666666666664,
      "waiting": 21267
    },
    "Sunrise_pt-200-x1": {
      "available": true,
      "backlogHours": 4517.368421052632,
      "canVerify": true,
      "error": null,
      "gpu": "Sunrise_pt-200-x1",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 2.3556848738780856,
      "queueFactor": 0.7727010434318314,
      "queueWeight": 0.7727010434318314,
      "recentSuccess": 9,
      "recentSuccessRate": 0.47368421052631576,
      "recentTerminal": 19,
      "recentWilsonLowerBound": 0.2732950548744854,
      "running": 2,
      "selectionWeight": 1.820240160042179,
      "stale": false,
      "submissionEligible": false,
      "throughputPerHour": 3.1666666666666665,
      "waiting": 14305
    },
    "Vastai_va16": {
      "available": true,
      "backlogHours": 1007.1147540983607,
      "canVerify": true,
      "error": null,
      "gpu": "Vastai_va16",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 16,
      "qualityFactor": 1.9661641954028022,
      "queueFactor": 0.9677930114330919,
      "queueWeight": 0.9677930114330919,
      "recentSuccess": 22,
      "recentSuccessRate": 0.36065573770491804,
      "recentTerminal": 61,
      "recentWilsonLowerBound": 0.25173936505814554,
      "running": 16,
      "selectionWeight": 1.9028399676408,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 10.166666666666666,
      "waiting": 10239
    },
    "hygon_k100-ai": {
      "available": true,
      "backlogHours": 638.048780487805,
      "canVerify": true,
      "error": null,
      "gpu": "hygon_k100-ai",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 6,
      "qualityFactor": 2.5,
      "queueFactor": 1.0363733649904914,
      "queueWeight": 1.0363733649904914,
      "recentSuccess": 31,
      "recentSuccessRate": 0.3780487804878049,
      "recentTerminal": 82,
      "recentWilsonLowerBound": 0.2807820993189303,
      "running": 6,
      "selectionWeight": 2.5909334124762284,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 13.666666666666666,
      "waiting": 8720
    }
  },
  "queueAttemptedAt": "2026-09-11T09:00:45.040261+00:00",
  "queueError": null,
  "queueUpdatedAt": "2026-09-11T09:00:45.040261+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
}