open-llm-leaderboard/details_nicholasKluge__Aira-Instruct-774M

该数据集是在评估模型nicholasKluge/Aira-Instruct-774M时自动生成的，评估过程在Open LLM Leaderboard上进行。数据集由61个配置组成，每个配置对应一个评估任务。数据集由2次运行生成，每次运行的结果作为特定的分割存储在配置中，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

数据集简介

该数据集是在评估模型 nicholasKluge/Aira-Instruct-774M 在 Open LLM Leaderboard 上的运行过程中自动创建的。数据集包含61个配置，每个配置对应一个评估任务。

数据集结构

• 配置数量：61个配置
• 数据来源：从2次运行中创建，每次运行对应一个特定的时间戳。
• 数据分割：每个配置包含多个分割，包括特定时间戳的分割和指向最新结果的“train”分割。
• 结果汇总：额外配置“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_nicholasKluge__Aira-Instruct-774M", "harness_truthfulqa_mc_0", split="train")

最新结果

最新结果来自2023-08-10T09:21:24.434701的运行，包含多个任务的评估指标，如准确率（acc）、标准化准确率（acc_norm）、标准误差（acc_stderr）等。

配置详情

• 配置名称：harness_arc_challenge_25

  • 数据文件：
    • 分割：2023_08_10T09_20_56.838686
      • 路径：**/details_harness|arc:challenge|25_2023-08-10T09:20:56.838686.parquet
    • 分割：2023_08_10T09_21_24.434701
      • 路径：**/details_harness|arc:challenge|25_2023-08-10T09:21:24.434701.parquet
    • 分割：latest
      • 路径：**/details_harness|arc:challenge|25_2023-08-10T09:21:24.434701.parquet

• 配置名称：harness_hellaswag_10

  • 数据文件：
    • 分割：2023_08_10T09_20_56.838686
      • 路径：**/details_harness|hellaswag|10_2023-08-10T09:20:56.838686.parquet
    • 分割：2023_08_10T09_21_24.434701
      • 路径：**/details_harness|hellaswag|10_2023-08-10T09:21:24.434701.parquet
    • 分割：latest
      • 路径：**/details_harness|hellaswag|10_2023-08-10T09:21:24.434701.parquet

• 配置名称：harness_hendrycksTest_5

  • 数据文件：
    • 分割：2023_08_10T09_20_56.838686
      • 路径：
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-international_law|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-management|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-marketing|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-professional_medicine|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-professional_psychology|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-public_relations|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-security_studies|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-sociology|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-us_foreign_policy|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-virology|5_2023-08-10T09:20:56.838686.parquet
        • **/details_harness|hendrycksTest-world_religions|5_2023-08-10T09:20:56.838686.parquet
    • 分割：2023_08_10T09_21_24.434701
      • 路径：
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-10T09:21:24.434701.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-08-10T09:21:24.434701.parquet
        • `**/details_harness|hendrycksTest-astronomy|5_2023-08