open-llm-leaderboard/details_LeroyDyer__Mixtral_AI_Cyber_2.0

该数据集是在评估模型LeroyDyer/Mixtral_AI_Cyber_2.0时自动创建的，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，每次运行的结果存储为特定的分割，分割名称使用运行的时间戳。此外，数据集还包含一个名为"results"的配置，用于存储所有运行的聚合结果。README还提供了加载数据集的具体代码示例，并展示了最新的评估结果。

原始信息汇总

数据集概述

数据集名称

• pretty_name: Evaluation run of LeroyDyer/Mixtral_AI_Cyber_2.0

数据集描述

• dataset_summary: 该数据集是在评估模型LeroyDyer/Mixtral_AI_Cyber_2.0的过程中自动创建的，评估过程在Open LLM Leaderboard上进行。

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: 数据集来源于1次运行，每次运行作为一个特定的分割存储，分割名称为运行的时间戳。
• 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，并用于计算和显示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_LeroyDyer__Mixtral_AI_Cyber_2.0", "harness_winogrande_5", split="train")

最新结果

• 结果来源: 最新结果来自run 2024-03-28T10:38:15.886070。
• 结果内容: 包括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_03_28T10_38_15.886070
      • path: /details_harness|arc:challenge|25_2024-03-28T10-38-15.886070.parquet
    • split: latest
      • path: /details_harness|arc:challenge|25_2024-03-28T10-38-15.886070.parquet

• config_name: harness_gsm8k_5

  • data_files:
    • split: 2024_03_28T10_38_15.886070
      • path: /details_harness|gsm8k|5_2024-03-28T10-38-15.886070.parquet
    • split: latest
      • path: /details_harness|gsm8k|5_2024-03-28T10-38-15.886070.parquet

• config_name: harness_hellaswag_10

  • data_files:
    • split: 2024_03_28T10_38_15.886070
      • path: /details_harness|hellaswag|10_2024-03-28T10-38-15.886070.parquet
    • split: latest
      • path: /details_harness|hellaswag|10_2024-03-28T10-38-15.886070.parquet

• config_name: harness_hendrycksTest_5

  • data_files:
    • split: 2024_03_28T10_38_15.886070
      • path:
        • /details_harness|hendrycksTest-abstract_algebra|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-anatomy|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-astronomy|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-business_ethics|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-clinical_knowledge|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-college_biology|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-college_chemistry|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-college_computer_science|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-college_mathematics|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-college_medicine|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-college_physics|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-computer_security|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-conceptual_physics|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-econometrics|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-electrical_engineering|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-elementary_mathematics|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-formal_logic|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-global_facts|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-high_school_biology|5_2024-03-28T10-38-15.886070.parquet
    • split: latest
      • path:
        • /details_harness|hendrycksTest-abstract_algebra|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-anatomy|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-astronomy|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-business_ethics|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-clinical_knowledge|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-college_biology|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-college_chemistry|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-college_computer_science|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-college_mathematics|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-college_medicine|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-college_physics|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-computer_security|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-conceptual_physics|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-econometrics|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-electrical_engineering|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-elementary_mathematics|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-formal_logic|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-global_facts|5_2024-03-28T10-38-15.886070.parquet
        • /details_harness|hendrycksTest-high_school_biology|5_2024-03-28T10-38-15.886070.parquet