open-llm-leaderboard-old/details_Kunhao__pile-7b

该数据集是在评估模型Kunhao/pile-7b时自动创建的，主要用于在Open LLM Leaderboard上进行评估。数据集包含61个配置，每个配置对应一个评估任务。数据集由1次运行生成，每次运行的结果作为特定配置中的一个分割，分割名称使用运行的时间戳。train分割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，用于计算和显示Open LLM Leaderboard上的聚合指标。

原始信息汇总

数据集概述

数据集名称

Evaluation run of Kunhao/pile-7b

数据集组成

• 数据集包含61个配置，每个配置对应一个评估任务。
• 数据集从1次运行中创建，每个运行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。
• "train"分割始终指向最新的结果。
• 额外的配置"results"存储所有运行的聚合结果，用于计算和显示在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_Kunhao__pile-7b", "harness_truthfulqa_mc_0", split="train")

最新结果

• 最新结果来自2023-08-17T14:02:00.215909运行，包含多个任务的评估结果。
• 示例结果： python { "all": { "acc": 0.26607314141949256, "acc_stderr": 0.031950603341667064, "acc_norm": 0.2676071883857905, "acc_norm_stderr": 0.03196207703098002, "mc1": 0.23378212974296206, "mc1_stderr": 0.014816195991931572, "mc2": 0.4240744665255174, "mc2_stderr": 0.014948776413812296 }, "harness|arc:challenge|25": { "acc": 0.2380546075085324, "acc_stderr": 0.012445770028026203, "acc_norm": 0.26791808873720135, "acc_norm_stderr": 0.01294203019513643 }, "harness|hellaswag|10": { "acc": 0.3269269069906393, "acc_stderr": 0.004681316064444439, "acc_norm": 0.3875721967735511, "acc_norm_stderr": 0.004862003566798543 }, ... }

配置详情

• config_name: harness_arc_challenge_25

  • 数据文件:
    • 分割: 2023_08_17T14_02_00.215909
      • 路径: **/details_harness|arc:challenge|25_2023-08-17T14:02:00.215909.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2023-08-17T14:02:00.215909.parquet

• config_name: harness_hellaswag_10

  • 数据文件:
    • 分割: 2023_08_17T14_02_00.215909
      • 路径: **/details_harness|hellaswag|10_2023-08-17T14:02:00.215909.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2023-08-17T14:02:00.215909.parquet

• config_name: harness_hendrycksTest_5

  • 数据文件:
    • 分割: 2023_08_17T14_02_00.215909
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-international_law|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-management|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-marketing|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-professional_medicine|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-professional_psychology|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-public_relations|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-security_studies|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-sociology|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-us_foreign_policy|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-virology|5_2023-08-17T14:02:00.215909.parquet
        • **/details_harness|hendrycksTest-world_religions|5_2023-08-17T14