open-llm-leaderboard-old/details_senseable__Westlake-7B

该数据集是在评估模型senseable/Westlake-7B时自动创建的，用于在Open LLM Leaderboard上进行评估。数据集由63个配置组成，每个配置对应一个评估任务。数据集从1次运行中创建，每次运行可以在每个配置中找到特定的分割，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，并用于计算和显示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

• 数据集名称: Evaluation run of senseable/Westlake-7B
• 数据集概述: 该数据集是在模型 senseable/Westlake-7B 在 Open LLM Leaderboard 上的评估运行期间自动创建的。

数据集结构

• 配置数量: 63个配置，每个配置对应一个评估任务。
• 数据来源: 数据集由1次运行创建，每次运行可以在每个配置中找到特定的分割，分割名称使用运行的时间戳。"train" 分割始终指向最新的结果。
• 额外配置: "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。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_senseable__Westlake-7B", "harness_winogrande_5", split="train")

最新结果

• 最新结果时间戳: 2024-01-21T11:21:00.496519
• 结果示例: python { "all": { "acc": 0.6525383312722257, "acc_stderr": 0.03220255499978126, "acc_norm": 0.6519411952580282, "acc_norm_stderr": 0.03288129965668576, "mc1": 0.5336597307221542, "mc1_stderr": 0.0174637938671681, "mc2": 0.673627520150055, "mc2_stderr": 0.015362156789879754 }, "harness|arc:challenge|25": { "acc": 0.7047781569965871, "acc_stderr": 0.01332975029338232, "acc_norm": 0.7320819112627986, "acc_norm_stderr": 0.012942030195136445 }, "harness|hellaswag|10": { "acc": 0.7204740091615216, "acc_stderr": 0.004478491697891231, "acc_norm": 0.884883489344752, "acc_norm_stderr": 0.003185102191687907 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.35, "acc_stderr": 0.0479372485441102, "acc_norm": 0.35, "acc_norm_stderr": 0.0479372485441102 },

  其他任务的结果...

}

配置信息

• 配置名称: harness_arc_challenge_25

  • 数据文件:
    • 分割: 2024_01_21T11_21_00.496519
      • 路径: **/details_harness|arc:challenge|25_2024-01-21T11-21-00.496519.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2024-01-21T11-21-00.496519.parquet

• 配置名称: harness_gsm8k_5

  • 数据文件:
    • 分割: 2024_01_21T11_21_00.496519
      • 路径: **/details_harness|gsm8k|5_2024-01-21T11-21-00.496519.parquet
    • 分割: latest
      • 路径: **/details_harness|gsm8k|5_2024-01-21T11-21-00.496519.parquet

• 配置名称: harness_hellaswag_10

  • 数据文件:
    • 分割: 2024_01_21T11_21_00.496519
      • 路径: **/details_harness|hellaswag|10_2024-01-21T11-21-00.496519.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2024-01-21T11-21-00.496519.parquet

• 配置名称: harness_hendrycksTest_5

  • 数据文件:
    • 分割: 2024_01_21T11_21_00.496519
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-international_law|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-management|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-marketing|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2024-01-21T11-21-00.496519.parquet
        • **/details_harness|hendrycksTest-professional_medicine|5_2024-01-2