{
  "communityAttemptedAt": "2026-09-11T17:18:39.462571+00:00",
  "communityError": null,
  "communitySample": {},
  "communityUpdatedAt": "2026-09-11T17:18:39.462571+00:00",
  "frameworkAttemptedAt": "2026-09-11T13:40:14.410581+00:00",
  "frameworkError": null,
  "frameworkStats": {
    "text-generation": {
      "Ascend_910-b3": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 38446,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 18375,
          "successRate": 0.47794308900795923,
          "wilsonLowerBound": 0.4729523584288491
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 50762,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 14366,
          "successRate": 0.2830069737204996,
          "wilsonLowerBound": 0.27910480153145656
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 1857,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 475,
          "successRate": 0.25578890683898764,
          "wilsonLowerBound": 0.23646270228319038
        }
      },
      "Ascend_910-b4": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 31575,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 13624,
          "successRate": 0.4314806017418844,
          "wilsonLowerBound": 0.42602618172199486
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 36678,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10479,
          "successRate": 0.28570260101423195,
          "wilsonLowerBound": 0.28110195485472655
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 7184,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3250,
          "successRate": 0.4523942093541203,
          "wilsonLowerBound": 0.4409129625014473
        }
      },
      "Biren_166m": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 63812,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12062,
          "successRate": 0.18902400802356922,
          "wilsonLowerBound": 0.18600490463820743
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 14400,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2844,
          "successRate": 0.1975,
          "wilsonLowerBound": 0.19107853738215302
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 5244,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 40,
          "successRate": 0.007627765064836003,
          "wilsonLowerBound": 0.00560679002042252
        }
      },
      "Cambricon_mlu-370-x4": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 25993,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3191,
          "successRate": 0.1227638210287385,
          "wilsonLowerBound": 0.11882994489751901
        },
        "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": 9610,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4163,
          "successRate": 0.4331945889698231,
          "wilsonLowerBound": 0.42331598288273914
        }
      },
      "Cambricon_mlu-370-x8": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 24042,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3774,
          "successRate": 0.15697529323683554,
          "wilsonLowerBound": 0.15243173793467504
        },
        "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": 39792,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 10050,
          "successRate": 0.2525633293124246,
          "wilsonLowerBound": 0.2483183112176468
        }
      },
      "Iluvatar_bi-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 22932,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3030,
          "successRate": 0.13212977498691783,
          "wilsonLowerBound": 0.12780841177174476
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 86498,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 9762,
          "successRate": 0.11285810076533562,
          "wilsonLowerBound": 0.1107665651011261
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 38741,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 4751,
          "successRate": 0.12263493456544745,
          "wilsonLowerBound": 0.11940590923889839
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 26325,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3233,
          "successRate": 0.12281101614434947,
          "wilsonLowerBound": 0.11890101386023545
        }
      },
      "Iluvatar_bi-150": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 87497,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 20358,
          "successRate": 0.23267083442860897,
          "wilsonLowerBound": 0.2298828446941158
        },
        "transformers": {
          "framework": "transformers",
          "modelCount": 5071,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 562,
          "successRate": 0.11082626700847958,
          "wilsonLowerBound": 0.10247891263841001
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 112434,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 16502,
          "successRate": 0.1467705498336802,
          "wilsonLowerBound": 0.14471409905259283
        },
        "vllm_0_17_0_corex_4_4_0": {
          "framework": "vllm_0_17_0_corex_4_4_0",
          "modelCount": 15686,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3208,
          "successRate": 0.20451357898763228,
          "wilsonLowerBound": 0.19827413421830103
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 42485,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5522,
          "successRate": 0.12997528539484524,
          "wilsonLowerBound": 0.12681103456747023
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 6073,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 472,
          "successRate": 0.07772106043141776,
          "wilsonLowerBound": 0.07125113218373069
        }
      },
      "Iluvatar_mrv-100": {
        "transformers": {
          "framework": "transformers",
          "modelCount": 198,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 36,
          "successRate": 0.18181818181818182,
          "wilsonLowerBound": 0.1343204258911728
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 30015,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5140,
          "successRate": 0.17124770947859402,
          "wilsonLowerBound": 0.16702786352131763
        }
      },
      "Kunlunxin_p-800": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 60746,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12378,
          "successRate": 0.20376650314423994,
          "wilsonLowerBound": 0.20058208392372912
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 6180,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1821,
          "successRate": 0.2946601941747573,
          "wilsonLowerBound": 0.2834242035338541
        },
        "vllm_tokenizer_patch": {
          "framework": "vllm_tokenizer_patch",
          "modelCount": 11828,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3095,
          "successRate": 0.2616672303009807,
          "wilsonLowerBound": 0.2538241354008767
        }
      },
      "MetaX_c-500": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 58465,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 15915,
          "successRate": 0.27221414521508597,
          "wilsonLowerBound": 0.26862120967656333
        }
      },
      "Mthreads_s4000": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 45915,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 19932,
          "successRate": 0.4341065011434172,
          "wilsonLowerBound": 0.42957858891249395
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 35446,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3006,
          "successRate": 0.08480505557749816,
          "wilsonLowerBound": 0.08194957587328847
        },
        "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": 5435,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 2282,
          "successRate": 0.41987120515179394,
          "wilsonLowerBound": 0.4068110243429629
        }
      },
      "Vastai_va16": {
        "vllm": {
          "framework": "vllm",
          "modelCount": 7363,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 235,
          "successRate": 0.03191633844900177,
          "wilsonLowerBound": 0.02813900670503671
        },
        "vllm_fix_tokenizer": {
          "framework": "vllm_fix_tokenizer",
          "modelCount": 10098,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 3472,
          "successRate": 0.3438304614775203,
          "wilsonLowerBound": 0.3346269943979668
        }
      },
      "hygon_k100-ai": {
        "llamacpp": {
          "framework": "llamacpp",
          "modelCount": 25739,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 12958,
          "successRate": 0.5034383620187265,
          "wilsonLowerBound": 0.4973300101191682
        },
        "vllm": {
          "framework": "vllm",
          "modelCount": 60511,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 5877,
          "successRate": 0.0971228371701013,
          "wilsonLowerBound": 0.09478888180601833
        },
        "vllm-patch-tokenizer": {
          "framework": "vllm-patch-tokenizer",
          "modelCount": 12096,
          "officialConfigError": null,
          "officialConfigValid": true,
          "successCount": 1668,
          "successRate": 0.1378968253968254,
          "wilsonLowerBound": 0.13186711384583424
        }
      }
    }
  },
  "frameworkUpdatedAt": null,
  "generatedAt": "2026-09-11T17:32:43.463153+00:00",
  "gpuStats": {
    "Ascend_910-b3": {
      "available": true,
      "backlogHours": 2704.269230769231,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b3",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 1.2300880928194455,
      "queueFactor": 0.8144668212953298,
      "queueWeight": 0.8144668212953298,
      "recentSuccess": 18,
      "recentSuccessRate": 0.34615384615384615,
      "recentTerminal": 52,
      "recentWilsonLowerBound": 0.23150828073938615,
      "running": 8,
      "selectionWeight": 1.0018659388718885,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 8.666666666666666,
      "waiting": 23437
    },
    "Ascend_910-b4": {
      "available": true,
      "backlogHours": 1060.0258064516129,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 1.6686554009128116,
      "queueFactor": 0.9373103670583608,
      "queueWeight": 0.9373103670583608,
      "recentSuccess": 52,
      "recentSuccessRate": 0.33548387096774196,
      "recentTerminal": 155,
      "recentWilsonLowerBound": 0.26592684807262523,
      "running": 8,
      "selectionWeight": 1.5640480063235036,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 25.833333333333332,
      "waiting": 27384
    },
    "Biren_166m": {
      "available": true,
      "backlogHours": 147.26666666666668,
      "canVerify": true,
      "error": null,
      "gpu": "Biren_166m",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.36715691884977286,
      "queueFactor": 1.2602746996471839,
      "queueWeight": 1.2602746996471839,
      "recentSuccess": 33,
      "recentSuccessRate": 0.18333333333333332,
      "recentTerminal": 180,
      "recentWilsonLowerBound": 0.13362624296924455,
      "running": 8,
      "selectionWeight": 0.4627185756267829,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 30.0,
      "waiting": 4418
    },
    "Cambricon_mlu-370-x4": {
      "available": true,
      "backlogHours": 1112.8831168831168,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 1.0915659684083059,
      "queueFactor": 0.9304937346104897,
      "queueWeight": 0.9304937346104897,
      "recentSuccess": 24,
      "recentSuccessRate": 0.3116883116883117,
      "recentTerminal": 77,
      "recentWilsonLowerBound": 0.2192713452192063,
      "running": 7,
      "selectionWeight": 1.0156952945179603,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 12.833333333333334,
      "waiting": 14282
    },
    "Cambricon_mlu-370-x8": {
      "available": true,
      "backlogHours": 505.3142857142857,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x8",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 1.061055548591623,
      "queueFactor": 1.0474821955644467,
      "queueWeight": 1.0474821955644467,
      "recentSuccess": 31,
      "recentSuccessRate": 0.29523809523809524,
      "recentTerminal": 105,
      "recentWilsonLowerBound": 0.2164639494567783,
      "running": 7,
      "selectionWeight": 1.1114367956545919,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 17.5,
      "waiting": 8843
    },
    "Iluvatar_bi-100": {
      "available": true,
      "backlogHours": 132.22222222222223,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 24,
      "qualityFactor": 0.05,
      "queueFactor": 1.2808115005166725,
      "queueWeight": 1.2808115005166725,
      "recentSuccess": 4,
      "recentSuccessRate": 0.037037037037037035,
      "recentTerminal": 108,
      "recentWilsonLowerBound": 0.014495306806255066,
      "running": 24,
      "selectionWeight": 0.06404057502583363,
      "stale": false,
      "submissionEligible": false,
      "throughputPerHour": 18.0,
      "waiting": 2380
    },
    "Iluvatar_bi-150": {
      "available": true,
      "backlogHours": 240.43298969072163,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-150",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 50,
      "qualityFactor": 0.07397969607047035,
      "queueFactor": 1.170932277512982,
      "queueWeight": 1.170932277512982,
      "recentSuccess": 11,
      "recentSuccessRate": 0.1134020618556701,
      "recentTerminal": 97,
      "recentWilsonLowerBound": 0.0645129169487678,
      "running": 1,
      "selectionWeight": 0.08662521400951405,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 16.166666666666668,
      "waiting": 3887
    },
    "Iluvatar_mrv-100": {
      "available": true,
      "backlogHours": 2381.846153846154,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_mrv-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.5873000173480489,
      "queueFactor": 0.8301256442884279,
      "queueWeight": 0.8301256442884279,
      "recentSuccess": 11,
      "recentSuccessRate": 0.28205128205128205,
      "recentTerminal": 39,
      "recentWilsonLowerBound": 0.16543325013943294,
      "running": 2,
      "selectionWeight": 0.48753280529165405,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 6.5,
      "waiting": 15482
    },
    "Kunlunxin_p-800": {
      "available": true,
      "backlogHours": 599.5596330275229,
      "canVerify": true,
      "error": null,
      "gpu": "Kunlunxin_p-800",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.30071973274576913,
      "queueFactor": 1.0209536556572152,
      "queueWeight": 1.0209536556572152,
      "recentSuccess": 20,
      "recentSuccessRate": 0.1834862385321101,
      "recentTerminal": 109,
      "recentWilsonLowerBound": 0.12203581560283454,
      "running": 7,
      "selectionWeight": 0.30702091047505375,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 18.166666666666668,
      "waiting": 10892
    },
    "MetaX_c-500": {
      "available": true,
      "backlogHours": 777.3409090909091,
      "canVerify": true,
      "error": null,
      "gpu": "MetaX_c-500",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 0.9957931372521449,
      "queueFactor": 0.9819495098848192,
      "queueWeight": 0.9819495098848192,
      "recentSuccess": 26,
      "recentSuccessRate": 0.29545454545454547,
      "recentTerminal": 88,
      "recentWilsonLowerBound": 0.2103072371931576,
      "running": 4,
      "selectionWeight": 0.9778185830714102,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 14.666666666666666,
      "waiting": 11401
    },
    "Mthreads_s4000": {
      "available": true,
      "backlogHours": 499.0352941176471,
      "canVerify": true,
      "error": null,
      "gpu": "Mthreads_s4000",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 0.22581351756239165,
      "queueFactor": 1.049448659109037,
      "queueWeight": 1.049448659109037,
      "recentSuccess": 37,
      "recentSuccessRate": 0.1450980392156863,
      "recentTerminal": 255,
      "recentWilsonLowerBound": 0.1071362406378172,
      "running": 5,
      "selectionWeight": 0.2369796932145469,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 42.5,
      "waiting": 21209
    },
    "Sunrise_pt-200-x1": {
      "available": true,
      "backlogHours": 5373.75,
      "canVerify": true,
      "error": null,
      "gpu": "Sunrise_pt-200-x1",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.4173767138049447,
      "queueFactor": 0.73474944647899,
      "queueWeight": 0.73474944647899,
      "recentSuccess": 5,
      "recentSuccessRate": 0.3125,
      "recentTerminal": 16,
      "recentWilsonLowerBound": 0.14164435051961052,
      "running": 2,
      "selectionWeight": 0.3066673094414029,
      "stale": false,
      "submissionEligible": false,
      "throughputPerHour": 2.6666666666666665,
      "waiting": 14330
    },
    "Vastai_va16": {
      "available": true,
      "backlogHours": 961.0153846153846,
      "canVerify": true,
      "error": null,
      "gpu": "Vastai_va16",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 16,
      "qualityFactor": 0.8512103641721773,
      "queueFactor": 0.9511988909743267,
      "queueWeight": 0.9511988909743267,
      "recentSuccess": 19,
      "recentSuccessRate": 0.2923076923076923,
      "recentTerminal": 65,
      "recentWilsonLowerBound": 0.19583261556264242,
      "running": 16,
      "selectionWeight": 0.8096703543864279,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 10.833333333333334,
      "waiting": 10411
    },
    "hygon_k100-ai": {
      "available": true,
      "backlogHours": 538.020618556701,
      "canVerify": true,
      "error": null,
      "gpu": "hygon_k100-ai",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 6,
      "qualityFactor": 2.5,
      "queueFactor": 1.037674270475567,
      "queueWeight": 1.037674270475567,
      "recentSuccess": 40,
      "recentSuccessRate": 0.41237113402061853,
      "recentTerminal": 97,
      "recentWilsonLowerBound": 0.31957165687936323,
      "running": 6,
      "selectionWeight": 2.5941856761889177,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 16.166666666666668,
      "waiting": 8698
    }
  },
  "queueAttemptedAt": "2026-09-11T17:28:58.827262+00:00",
  "queueError": null,
  "queueUpdatedAt": "2026-09-11T17:28:58.827262+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
}