open-llm-leaderboard-old/details_NLUHOPOE__test-case-5

该数据集是在Open LLM Leaderboard上对模型NLUHOPOE/test-case-5进行评估运行期间自动创建的。数据集由63个配置组成，每个配置对应一个评估任务。数据集包含1次运行的结果，每次运行在每个配置中表示为特定的分割。train分割始终指向最新的结果。此外，还有一个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。文件还提供了如何使用`datasets`库中的`load_dataset`函数加载运行细节的示例。还包括了2024年2月18日特定运行的最新结果，显示了不同任务的各种准确率指标。

原始信息汇总

数据集概述

数据集创建

• 创建背景：该数据集是在模型 NLUHOPOE/test-case-5 在 Open LLM Leaderboard 上的评估运行期间自动创建的。
• 数据集组成：包含 63 个配置，每个配置对应一个评估任务。
• 数据来源：数据集来自 1 次运行，每个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_NLUHOPOE__test-case-5", "harness_winogrande_5", split="train")

最新结果

• 最新结果时间戳：2024-02-18T04:29:41.534828
• 结果示例： python { "all": { "acc": 0.5577223560543467, "acc_stderr": 0.03385647798613642, "acc_norm": 0.5613979867951425, "acc_norm_stderr": 0.03456272133508181, "mc1": 0.33659730722154224, "mc1_stderr": 0.01654241280949489, "mc2": 0.4999721417565135, "mc2_stderr": 0.01533600099002958 }, "harness|arc:challenge|25": { "acc": 0.5358361774744027, "acc_stderr": 0.01457381366473572, "acc_norm": 0.5656996587030717, "acc_norm_stderr": 0.014484703048857354 }, "harness|hellaswag|10": { "acc": 0.5984863572993427, "acc_stderr": 0.004892026457294713, "acc_norm": 0.7903804023102967, "acc_norm_stderr": 0.004062052570310901 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.26, "acc_stderr": 0.04408440022768081, "acc_norm": 0.26, "acc_norm_stderr": 0.04408440022768081 },

  其他任务的结果...

}

配置详情

• 配置名称：harness_arc_challenge_25

  • 数据文件：
    • 分割：2024_02_18T04_29_41.534828
      • 路径：**/details_harness|arc:challenge|25_2024-02-18T04-29-41.534828.parquet
    • 分割：latest
      • 路径：**/details_harness|arc:challenge|25_2024-02-18T04-29-41.534828.parquet

• 配置名称：harness_gsm8k_5

  • 数据文件：
    • 分割：2024_02_18T04_29_41.534828
      • 路径：**/details_harness|gsm8k|5_2024-02-18T04-29-41.534828.parquet
    • 分割：latest
      • 路径：**/details_harness|gsm8k|5_2024-02-18T04-29-41.534828.parquet

• 配置名称：harness_hellaswag_10

  • 数据文件：
    • 分割：2024_02_18T04_29_41.534828
      • 路径：**/details_harness|hellaswag|10_2024-02-18T04-29-41.534828.parquet
    • 分割：latest
      • 路径：**/details_harness|hellaswag|10_2024-02-18T04-29-41.534828.parquet

• 配置名称：harness_hendrycksTest_5

  • 数据文件：
    • 分割：2024_02_18T04_29_41.534828
      • 路径：
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-international_law|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-management|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-marketing|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2024-02-18T04-29-41.534828.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2024-02-18T04-29-41.534828.parquet
        • `**/details_harness|hendrycksTest-professional_medicine|5_2024-02-1