open-llm-leaderboard-old/details_Chickaboo__Chicka-Mistral-4x7b

该数据集是在Open LLM Leaderboard上对模型Chickaboo/Chicka-Mistral-4x7b进行评估时自动创建的。数据集由63个配置组成，每个配置对应一个评估任务。数据集是从1次运行中生成的，每次运行在每个配置中表示为特定的拆分。train拆分始终指向最新的结果。此外，还有一个名为results的配置存储了所有运行的聚合结果，这些结果用于计算和显示Open LLM Leaderboard上的聚合指标。README还提供了如何使用`datasets`库中的`load_dataset`函数加载数据集的示例。

原始信息汇总

数据集概述

数据集创建

• 创建背景：该数据集是在评估模型Chickaboo/Chicka-Mistral-4x7b在Open LLM Leaderboard上的运行过程中自动创建的。
• 数据集组成：包含63个配置，每个配置对应一个评估任务。
• 创建次数：数据集来自1次运行，每个运行结果可以在每个配置中找到特定的分割，分割名称使用运行的时间戳。
• 最新结果："train"分割始终指向最新结果。
• 结果汇总：一个额外的配置"results"存储所有运行的汇总结果，用于计算和显示Open LLM Leaderboard上的聚合指标。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_Chickaboo__Chicka-Mistral-4x7b", "harness_winogrande_5", split="train")

最新结果

• 最新结果时间戳：2024-04-23T11:08:58.869435
• 结果示例： python { "all": { "acc": 0.6516830386212954, "acc_stderr": 0.03178529202430958, "acc_norm": 0.6517879277808889, "acc_norm_stderr": 0.03244120713680502, "mc1": 0.3463892288861689, "mc1_stderr": 0.016656997109125136, "mc2": 0.5050686705274005, "mc2_stderr": 0.015305217846609598 }, "harness|arc:challenge|25": { "acc": 0.613481228668942, "acc_stderr": 0.014230084761910474, "acc_norm": 0.6407849829351536, "acc_norm_stderr": 0.01402022415583916 }, "harness|hellaswag|10": { "acc": 0.6468830910177256, "acc_stderr": 0.004769618829196507, "acc_norm": 0.839573790081657, "acc_norm_stderr": 0.003662508272330898 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.29, "acc_stderr": 0.045604802157206845, "acc_norm": 0.29, "acc_norm_stderr": 0.045604802157206845 },

  其他任务的结果...

}

配置详情

• 配置名称：harness_arc_challenge_25

  • 数据文件：
    • 分割：2024_04_23T11_08_58.869435
      • 路径：**/details_harness|arc:challenge|25_2024-04-23T11-08-58.869435.parquet
    • 分割：latest
      • 路径：**/details_harness|arc:challenge|25_2024-04-23T11-08-58.869435.parquet

• 配置名称：harness_gsm8k_5

  • 数据文件：
    • 分割：2024_04_23T11_08_58.869435
      • 路径：**/details_harness|gsm8k|5_2024-04-23T11-08-58.869435.parquet
    • 分割：latest
      • 路径：**/details_harness|gsm8k|5_2024-04-23T11-08-58.869435.parquet

• 配置名称：harness_hellaswag_10

  • 数据文件：
    • 分割：2024_04_23T11_08_58.869435
      • 路径：**/details_harness|hellaswag|10_2024-04-23T11-08-58.869435.parquet
    • 分割：latest
      • 路径：**/details_harness|hellaswag|10_2024-04-23T11-08-58.869435.parquet

• 配置名称：harness_hendrycksTest_5

  • 数据文件：
    • 分割：2024_04_23T11_08_58.869435
      • 路径：
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-international_law|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-management|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-marketing|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2024-04-23T11-08-58.869435.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2024-04-23T11-08-58.869435.parquet
        • `**/details_harness|hendrycksTest