open-llm-leaderboard/details_nlpguy__T3QM7XP

数据集是在模型nlpguy/T3QM7XP的评估运行期间自动创建的，用于Open LLM Leaderboard。数据集由63个配置组成，每个配置对应一个评估任务。数据集由1次运行生成，每次运行可以在每个配置中找到，分割以运行的时间戳命名。train分割始终指向最新结果。此外，results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

• pretty_name: Evaluation run of nlpguy/T3QM7XP

数据集创建背景

• dataset_summary: 该数据集是在评估模型nlpguy/T3QM7XP运行期间自动创建的，用于Open LLM Leaderboard。

数据集结构

• 组成: 由63个配置组成，每个配置对应一个评估任务。
• 创建方式: 数据集由1次运行创建，每次运行对应一个特定的分割，分割名称使用运行的时间戳命名。
• 特殊配置: 包含一个名为"results"的额外配置，用于存储所有运行的聚合结果，用于计算和显示聚合指标。

数据集加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_nlpguy__T3QM7XP", "harness_winogrande_5", split="train")

最新结果

• 结果内容: 包含多个任务的评估结果，如准确率(acc)、标准误差(acc_stderr)等。
• 示例结果: 例如，"harness|arc:challenge|25"的准确率为0.712457337883959，标准误差为0.013226719056266127。

数据集配置详情

配置列表

• config_name: harness_arc_challenge_25

  • data_files:
    • split: 2024_03_22T19_02_25.872345
      • path: /details_harness|arc:challenge|25_2024-03-22T19-02-25.872345.parquet
    • split: latest
      • path: /details_harness|arc:challenge|25_2024-03-22T19-02-25.872345.parquet

• config_name: harness_gsm8k_5

  • data_files:
    • split: 2024_03_22T19_02_25.872345
      • path: /details_harness|gsm8k|5_2024-03-22T19-02-25.872345.parquet
    • split: latest
      • path: /details_harness|gsm8k|5_2024-03-22T19-02-25.872345.parquet

• config_name: harness_hellaswag_10

  • data_files:
    • split: 2024_03_22T19_02_25.872345
      • path: /details_harness|hellaswag|10_2024-03-22T19-02-25.872345.parquet
    • split: latest
      • path: /details_harness|hellaswag|10_2024-03-22T19-02-25.872345.parquet

• config_name: harness_hendrycksTest_5

  • data_files:
    • split: 2024_03_22T19_02_25.872345
      • path:
        • /details_harness|hendrycksTest-abstract_algebra|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-anatomy|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-astronomy|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-business_ethics|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-clinical_knowledge|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-college_biology|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-college_chemistry|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-college_computer_science|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-college_mathematics|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-college_medicine|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-college_physics|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-computer_security|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-conceptual_physics|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-econometrics|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-electrical_engineering|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-elementary_mathematics|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-formal_logic|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-global_facts|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-high_school_biology|5_2024-03-22T19-02-25.872345.parquet
        • /details_harness|hendrycksTest-high_school_chemistry|5_2024-03-22T19-02-25.872345.parquet
    • split: latest
      • path: 同上