open-llm-leaderboard-old/details_Qwen__Qwen1.5-4B

该数据集是在评估模型Qwen/Qwen1.5-4B在Open LLM Leaderboard上的运行过程中自动创建的。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的特定分割中找到，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，并用于计算和显示在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

• 名称: Evaluation run of Qwen/Qwen1.5-4B

数据集组成

• 配置数量: 63个配置
• 每个配置对应: 一个评估任务
• 数据来源: 从1次运行中创建
• 分割命名: 使用运行的时间戳
• 训练分割: 指向最新结果

额外配置

• 结果配置: 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_Qwen__Qwen1.5-4B", "harness_winogrande_5", split="train")

最新结果

• 最新结果来源: 2024-02-18T06:08:09.461574
• 结果示例: python { "all": { "acc": 0.563518335394339, "acc_stderr": 0.03397274030232774, "acc_norm": 0.5664210423658909, "acc_norm_stderr": 0.03465890381962306, "mc1": 0.31701346389228885, "mc1_stderr": 0.016289203374403392, "mc2": 0.4727318979180884, "mc2_stderr": 0.014620457003931853 }, "harness|arc:challenge|25": { "acc": 0.44795221843003413, "acc_stderr": 0.01453201149821167, "acc_norm": 0.48464163822525597, "acc_norm_stderr": 0.01460449612939491 }, "harness|hellaswag|10": { "acc": 0.5237004580760805, "acc_stderr": 0.004984172621822883, "acc_norm": 0.7157936666002789, "acc_norm_stderr": 0.004501137895230714 },

  更多任务结果...

}

配置详情

• 配置名称: harness_arc_challenge_25

  • 数据文件:
    • 分割: 2024_02_18T06_08_09.461574
      • 路径: **/details_harness|arc:challenge|25_2024-02-18T06-08-09.461574.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2024-02-18T06-08-09.461574.parquet

• 配置名称: harness_gsm8k_5

  • 数据文件:
    • 分割: 2024_02_18T06_08_09.461574
      • 路径: **/details_harness|gsm8k|5_2024-02-18T06-08-09.461574.parquet
    • 分割: latest
      • 路径: **/details_harness|gsm8k|5_2024-02-18T06-08-09.461574.parquet

• 配置名称: harness_hellaswag_10

  • 数据文件:
    • 分割: 2024_02_18T06_08_09.461574
      • 路径: **/details_harness|hellaswag|10_2024-02-18T06-08-09.461574.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2024-02-18T06-08-09.461574.parquet

• 配置名称: harness_hendrycksTest_5

  • 数据文件:
    • 分割: 2024_02_18T06_08_09.461574
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-02-18T06-08-09.461574.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-02-18T06-08-09.461574.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-02-18T06-08-09.461574.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-02-18T06-08-09.461574.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-02-18T06-08-09.461574.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-02-18T06-08-09.461574.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-02-18T06-08-09.461574.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-02-18T06-08-09.461574.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-02-18T06-08-09.461574.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-02-18T06-08-09.461574.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-02-18T06-08-09.461574.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-02-18T06-08-09.461574.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-02-18T06-08-09.461574.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-02-18T06-08-09.461574.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-02-18T06-08-09.461574.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-02-18T06-08-09.461574.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-02-18T06-08-09.461574.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-02-18T06-08-09.461574.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-02-18T06-08-09.461574.parquet

        更多路径...