open-llm-leaderboard/details_itsliupeng__llama2_7b_mmlu

该数据集是在评估模型itsliupeng/llama2_7b_mmlu时自动创建的，用于Open LLM Leaderboard的评估。数据集包含64个配置，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，"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

数据集基本信息

• 名称: Evaluation run of itsliupeng/llama2_7b_mmlu
• 来源: 自动创建于模型 itsliupeng/llama2_7b_mmlu 在 Open LLM Leaderboard 的评估运行期间。
• 组成: 包含 64 个配置，每个配置对应一个评估任务。
• 创建方式: 从 2 次运行中创建，每次运行在每个配置中作为一个特定的分割存在，分割名称使用运行的时间戳。"train" 分割始终指向最新的结果。
• 额外配置: "results" 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_itsliupeng__llama2_7b_mmlu", "harness_winogrande_5", split="train")

最新结果

• 最新结果: 来自 2023-10-25T10:05:20.920502 运行的最新结果如下： python { "all": { "em": 0.0012583892617449664, "em_stderr": 0.0003630560893119021, "f1": 0.05594588926174501, "f1_stderr": 0.0013036425627808016, "acc": 0.41156271672651484, "acc_stderr": 0.009842322182656855 }, "harness|drop|3": { "em": 0.0012583892617449664, "em_stderr": 0.0003630560893119021, "f1": 0.05594588926174501, "f1_stderr": 0.0013036425627808016 }, "harness|gsm8k|5": { "acc": 0.07884761182714177, "acc_stderr": 0.00742339051987324 }, "harness|winogrande|5": { "acc": 0.744277821625888, "acc_stderr": 0.012261253845440473 } }

配置详情

• 配置名称: harness_arc_challenge_25

  • 数据文件:
    • 分割: 2023_10_10T15_25_23.413789
      • 路径: **/details_harness|arc:challenge|25_2023-10-10T15-25-23.413789.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2023-10-10T15-25-23.413789.parquet

• 配置名称: harness_drop_3

  • 数据文件:
    • 分割: 2023_10_25T10_05_20.920502
      • 路径: **/details_harness|drop|3_2023-10-25T10-05-20.920502.parquet
    • 分割: latest
      • 路径: **/details_harness|drop|3_2023-10-25T10-05-20.920502.parquet

• 配置名称: harness_gsm8k_5

  • 数据文件:
    • 分割: 2023_10_25T10_05_20.920502
      • 路径: **/details_harness|gsm8k|5_2023-10-25T10-05-20.920502.parquet
    • 分割: latest
      • 路径: **/details_harness|gsm8k|5_2023-10-25T10-05-20.920502.parquet

• 配置名称: harness_hellaswag_10

  • 数据文件:
    • 分割: 2023_10_10T15_25_23.413789
      • 路径: **/details_harness|hellaswag|10_2023-10-10T15-25-23.413789.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2023-10-10T15-25-23.413789.parquet

• 配置名称: harness_hendrycksTest_5

  • 数据文件:
    • 分割: 2023_10_10T15_25_23.413789
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-international_law|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-management|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-marketing|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2023-10-10T15-25-23.413789.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2023-10-10T15-25-23.413789.parquet
        • **/details