open-llm-leaderboard/details_meta-llama__Meta-Llama-3-70B-Instruct

该数据集是在评估模型meta-llama/Meta-Llama-3-70B-Instruct时自动创建的，主要用于在Open LLM Leaderboard上展示评估结果。数据集包含63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，用于计算和展示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 meta-llama/Meta-Llama-3-70B-Instruct

数据集描述

• dataset_summary: 该数据集是在评估模型meta-llama/Meta-Llama-3-70B-Instruct的过程中自动创建的，该模型在Open LLM Leaderboard上进行评估。

数据集组成

• 数据结构: 由63个配置组成，每个配置对应一个评估任务。
• 数据来源: 数据集创建自1次运行，每次运行作为一个特定的分割存储，分割名称使用运行的时间戳命名。
• 特殊配置: 存在一个名为"results"的额外配置，存储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。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_meta-llama__Meta-Llama-3-70B-Instruct_private", "harness_winogrande_5", split="train")

最新结果

• 结果来源: 最新结果来自run 2024-04-21T11:59:48.701689。
• 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。

数据集配置详情

配置列表

• config_name: harness_arc_challenge_25

  • data_files:
    • split: 2024_04_21T11_59_48.701689
      • path: /details_harness|arc:challenge|25_2024-04-21T11-59-48.701689.parquet
    • split: latest
      • path: /details_harness|arc:challenge|25_2024-04-21T11-59-48.701689.parquet

• config_name: harness_gsm8k_5

  • data_files:
    • split: 2024_04_21T11_59_48.701689
      • path: /details_harness|gsm8k|5_2024-04-21T11-59-48.701689.parquet
    • split: latest
      • path: /details_harness|gsm8k|5_2024-04-21T11-59-48.701689.parquet

• config_name: harness_hellaswag_10

  • data_files:
    • split: 2024_04_21T11_59_48.701689
      • path: /details_harness|hellaswag|10_2024-04-21T11-59-48.701689.parquet
    • split: latest
      • path: /details_harness|hellaswag|10_2024-04-21T11-59-48.701689.parquet

• config_name: harness_hendrycksTest_5

  • data_files:
    • split: 2024_04_21T11_59_48.701689
      • path:
        • /details_harness|hendrycksTest-abstract_algebra|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-anatomy|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-astronomy|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-business_ethics|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-clinical_knowledge|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-college_biology|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-college_chemistry|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-college_computer_science|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-college_mathematics|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-college_medicine|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-college_physics|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-computer_security|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-conceptual_physics|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-econometrics|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-electrical_engineering|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-elementary_mathematics|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-formal_logic|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-global_facts|5_2024-04-21T11-59-48.701689.parquet
    • split: latest
      • path:
        • /details_harness|hendrycksTest-abstract_algebra|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-anatomy|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-astronomy|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-business_ethics|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-clinical_knowledge|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-college_biology|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-college_chemistry|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-college_computer_science|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-college_mathematics|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-college_medicine|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-college_physics|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-computer_security|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-conceptual_physics|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-econometrics|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-electrical_engineering|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-elementary_mathematics|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-formal_logic|5_2024-04-21T11-59-48.701689.parquet
        • /details_harness|hendrycksTest-global_facts|5_2024-04-21T11-59-48.701689.parquet