open-llm-leaderboard-old/details_Undi95__Llama-3-Unholy-8B

该数据集是在模型Undi95/Llama-3-Unholy-8B在Open LLM Leaderboard上的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。它包含一次运行的结果，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。一个名为results的额外配置存储了所有运行的聚合结果，这些结果用于计算和显示Open LLM Leaderboard上的聚合指标。README还提供了如何使用`datasets`库中的`load_dataset`函数加载数据集的示例。

原始信息汇总

数据集概述

数据集简介

该数据集是在对模型 Undi95/Llama-3-Unholy-8B 进行评估运行时自动创建的，用于 Open LLM Leaderboard。

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。
• 运行次数：数据集来自1次运行。每个运行结果作为一个特定的分割存储在每个配置中，分割名称使用运行的时间戳。
• 最新结果："train" 分割始终指向最新的结果。
• 汇总结果：一个额外的配置 "results" 存储所有运行的汇总结果，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_Undi95__Llama-3-Unholy-8B", "harness_winogrande_5", split="train")

最新结果

以下是 2024-04-20T20:56:12.300513 运行 的最新结果：

python { "all": { "acc": 0.6720275816417056, "acc_stderr": 0.03168846058645496, "acc_norm": 0.6745079718428889, "acc_norm_stderr": 0.03232123446244194, "mc1": 0.36107711138310894, "mc1_stderr": 0.016814312844836886, "mc2": 0.5088916540621715, "mc2_stderr": 0.015100049220778719 }, "harness|arc:challenge|25": { "acc": 0.5802047781569966, "acc_stderr": 0.014422181226303026, "acc_norm": 0.6203071672354948, "acc_norm_stderr": 0.01418211986697487 }, "harness|hellaswag|10": { "acc": 0.5952001593308106, "acc_stderr": 0.004898501014225836, "acc_norm": 0.7948615813582952, "acc_norm_stderr": 0.004029774750191772 }, # 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_04_20T20_56_12.300513
      • 路径：**/details_harness|arc:challenge|25_2024-04-20T20-56-12.300513.parquet
    • 分割：latest
      • 路径：**/details_harness|arc:challenge|25_2024-04-20T20-56-12.300513.parquet

• 配置名称：harness_gsm8k_5

  • 数据文件：
    • 分割：2024_04_20T20_56_12.300513
      • 路径：**/details_harness|gsm8k|5_2024-04-20T20-56-12.300513.parquet
    • 分割：latest
      • 路径：**/details_harness|gsm8k|5_2024-04-20T20-56-12.300513.parquet

• 配置名称：harness_hellaswag_10

  • 数据文件：
    • 分割：2024_04_20T20_56_12.300513
      • 路径：**/details_harness|hellaswag|10_2024-04-20T20-56-12.300513.parquet
    • 分割：latest
      • 路径：**/details_harness|hellaswag|10_2024-04-20T20-56-12.300513.parquet

• 配置名称：harness_hendrycksTest_5

  • 数据文件：
    • 分割：2024_04_20T20_56_12.300513
      • 路径：
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-international_law|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-management|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-marketing|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2024-04-20T20-56-12.300513.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2024-04-20T20-56-12.300513.parquet
        • `**/details_harness|hendrycksTest-professional_medicine|5_2024-04-20T20-56-12.300