{
  "communityAttemptedAt": "2026-09-11T18:30:23.725247+00:00",
  "communityError": null,
  "communitySample": {},
  "communityUpdatedAt": "2026-09-11T18:30:23.725247+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": "2026-09-11T18:34:26.261248+00:00",
  "gpuStats": {
    "Ascend_910-b3": {
      "available": true,
      "backlogHours": 1873.68,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b3",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.7292671041081468,
      "queueFactor": 0.898437271314634,
      "queueWeight": 0.898437271314634,
      "recentSuccess": 31,
      "recentSuccessRate": 0.41333333333333333,
      "recentTerminal": 75,
      "recentWilsonLowerBound": 0.30877553459149687,
      "running": 8,
      "selectionWeight": 0.6552007470744485,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 12.5,
      "waiting": 23421
    },
    "Ascend_910-b4": {
      "available": true,
      "backlogHours": 1109.7972972972973,
      "canVerify": true,
      "error": null,
      "gpu": "Ascend_910-b4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.5554515385547376,
      "queueFactor": 0.9718640642382892,
      "queueWeight": 0.9718640642382892,
      "recentSuccess": 51,
      "recentSuccessRate": 0.34459459459459457,
      "recentTerminal": 148,
      "recentWilsonLowerBound": 0.2728332041114695,
      "running": 8,
      "selectionWeight": 0.5398233897472181,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 24.666666666666668,
      "waiting": 27375
    },
    "Biren_166m": {
      "available": true,
      "backlogHours": 143.83695652173913,
      "canVerify": true,
      "error": null,
      "gpu": "Biren_166m",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 8,
      "qualityFactor": 0.12812372590626914,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 35,
      "recentSuccessRate": 0.19021739130434784,
      "recentTerminal": 184,
      "recentWilsonLowerBound": 0.14006970590718926,
      "running": 8,
      "selectionWeight": 0.16656084367814988,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 30.666666666666668,
      "waiting": 4411
    },
    "Cambricon_mlu-370-x4": {
      "available": true,
      "backlogHours": 1173.7808219178082,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x4",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.4830166193600146,
      "queueFactor": 0.9637269899277019,
      "queueWeight": 0.9637269899277019,
      "recentSuccess": 26,
      "recentSuccessRate": 0.3561643835616438,
      "recentTerminal": 73,
      "recentWilsonLowerBound": 0.2560433740070725,
      "running": 7,
      "selectionWeight": 0.4654961526608814,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 12.166666666666666,
      "waiting": 14281
    },
    "Cambricon_mlu-370-x8": {
      "available": true,
      "backlogHours": 494.80373831775705,
      "canVerify": true,
      "error": null,
      "gpu": "Cambricon_mlu-370-x8",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.3771748557992661,
      "queueFactor": 1.0970517827275794,
      "queueWeight": 1.0970517827275794,
      "recentSuccess": 33,
      "recentSuccessRate": 0.308411214953271,
      "recentTerminal": 107,
      "recentWilsonLowerBound": 0.2288160943036506,
      "running": 7,
      "selectionWeight": 0.41378034795460256,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 17.833333333333332,
      "waiting": 8824
    },
    "Iluvatar_bi-100": {
      "available": true,
      "backlogHours": 138.1764705882353,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 24,
      "qualityFactor": 0.05,
      "queueFactor": 1.3,
      "queueWeight": 1.3,
      "recentSuccess": 4,
      "recentSuccessRate": 0.0392156862745098,
      "recentTerminal": 102,
      "recentWilsonLowerBound": 0.015353823095438892,
      "running": 24,
      "selectionWeight": 0.065,
      "stale": false,
      "submissionEligible": false,
      "throughputPerHour": 17.0,
      "waiting": 2349
    },
    "Iluvatar_bi-150": {
      "available": true,
      "backlogHours": 189.5121951219512,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_bi-150",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 50,
      "qualityFactor": 0.05,
      "queueFactor": 1.2669121437436761,
      "queueWeight": 1.2669121437436761,
      "recentSuccess": 13,
      "recentSuccessRate": 0.10569105691056911,
      "recentTerminal": 123,
      "recentWilsonLowerBound": 0.06281252708773513,
      "running": 9,
      "selectionWeight": 0.06334560718718381,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 20.5,
      "waiting": 3885
    },
    "Iluvatar_mrv-100": {
      "available": true,
      "backlogHours": 1821.2941176470588,
      "canVerify": true,
      "error": null,
      "gpu": "Iluvatar_mrv-100",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.07551925348047404,
      "queueFactor": 0.9022669730894842,
      "queueWeight": 0.9022669730894842,
      "recentSuccess": 10,
      "recentSuccessRate": 0.19607843137254902,
      "recentTerminal": 51,
      "recentWilsonLowerBound": 0.11015224836299274,
      "running": 2,
      "selectionWeight": 0.06813852824780481,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 8.5,
      "waiting": 15481
    },
    "Kunlunxin_p-800": {
      "available": true,
      "backlogHours": 567.5999999999999,
      "canVerify": true,
      "error": null,
      "gpu": "Kunlunxin_p-800",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 7,
      "qualityFactor": 0.053765463043276354,
      "queueFactor": 1.0746962050486435,
      "queueWeight": 1.0746962050486435,
      "recentSuccess": 17,
      "recentSuccessRate": 0.14782608695652175,
      "recentTerminal": 115,
      "recentWilsonLowerBound": 0.09438940115745222,
      "running": 7,
      "selectionWeight": 0.05778153909529219,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 19.166666666666668,
      "waiting": 10879
    },
    "MetaX_c-500": {
      "available": true,
      "backlogHours": 776.7954545454546,
      "canVerify": true,
      "error": null,
      "gpu": "MetaX_c-500",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 0.1994518809437769,
      "queueFactor": 1.0252884664321193,
      "queueWeight": 1.0252884664321193,
      "recentSuccess": 22,
      "recentSuccessRate": 0.25,
      "recentTerminal": 88,
      "recentWilsonLowerBound": 0.1712820103346811,
      "running": 4,
      "selectionWeight": 0.20449571313984666,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 14.666666666666666,
      "waiting": 11393
    },
    "Mthreads_s4000": {
      "available": true,
      "backlogHours": 2120.5,
      "canVerify": true,
      "error": null,
      "gpu": "Mthreads_s4000",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 4,
      "qualityFactor": 2.5,
      "queueFactor": 0.8819141927334512,
      "queueWeight": 0.8819141927334512,
      "recentSuccess": 40,
      "recentSuccessRate": 0.6666666666666666,
      "recentTerminal": 60,
      "recentWilsonLowerBound": 0.540566298666634,
      "running": 4,
      "selectionWeight": 2.204785481833628,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 10.0,
      "waiting": 21205
    },
    "Sunrise_pt-200-x1": {
      "available": true,
      "backlogHours": 5373.375,
      "canVerify": true,
      "error": null,
      "gpu": "Sunrise_pt-200-x1",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 2,
      "qualityFactor": 0.38507998070564936,
      "queueFactor": 0.7671053307805433,
      "queueWeight": 0.7671053307805433,
      "recentSuccess": 7,
      "recentSuccessRate": 0.4375,
      "recentTerminal": 16,
      "recentWilsonLowerBound": 0.2309836333518552,
      "running": 2,
      "selectionWeight": 0.2953969059761724,
      "stale": false,
      "submissionEligible": false,
      "throughputPerHour": 2.6666666666666665,
      "waiting": 14329
    },
    "Vastai_va16": {
      "available": true,
      "backlogHours": 1058.2372881355932,
      "canVerify": true,
      "error": null,
      "gpu": "Vastai_va16",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 16,
      "qualityFactor": 0.4424360730881099,
      "queueFactor": 0.9788240110577923,
      "queueWeight": 0.9788240110577923,
      "recentSuccess": 21,
      "recentSuccessRate": 0.3559322033898305,
      "recentTerminal": 59,
      "recentWilsonLowerBound": 0.24603115869434763,
      "running": 16,
      "selectionWeight": 0.43306705169676224,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 9.833333333333334,
      "waiting": 10406
    },
    "hygon_k100-ai": {
      "available": true,
      "backlogHours": 573.3626373626374,
      "canVerify": true,
      "error": null,
      "gpu": "hygon_k100-ai",
      "healthFactor": 1.0,
      "maxConcurrentTasks": 6,
      "qualityFactor": 1.1754988613754795,
      "queueFactor": 1.0730690402250596,
      "queueWeight": 1.0730690402250596,
      "recentSuccess": 44,
      "recentSuccessRate": 0.4835164835164835,
      "recentTerminal": 91,
      "recentWilsonLowerBound": 0.3836068307058106,
      "running": 6,
      "selectionWeight": 1.2613914349618363,
      "stale": false,
      "submissionEligible": true,
      "throughputPerHour": 15.166666666666666,
      "waiting": 8696
    }
  },
  "queueAttemptedAt": "2026-09-11T18:26:56.064290+00:00",
  "queueError": null,
  "queueUpdatedAt": "2026-09-11T18:26:56.064290+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
}