open-llm-leaderboard/details_vicgalle__Configurable-Llama-3-8B-v0.2

该数据集是在评估模型vicgalle/Configurable-Llama-3-8B-v0.2时自动生成的，主要用于Open LLM Leaderboard的评估任务。数据集包含63个配置，每个配置对应一个评估任务。数据集由1次运行生成，每次运行的结果存储为特定的分割，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，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

数据集简介

该数据集是在对模型 vicgalle/Configurable-Llama-3-8B-v0.2 进行评估运行时自动创建的，用于 Open LLM Leaderboard 上的评估。

数据集组成

• 数据集包含 63 个配置，每个配置对应一个评估任务。
• 数据集由 1 次运行创建，每个运行在每个配置中都有一个特定的分割，分割名称使用运行的时间戳。
• 每个配置中的 "train" 分割始终指向最新的结果。
• 一个额外的配置 "results" 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_vicgalle__Configurable-Llama-3-8B-v0.2", "harness_winogrande_5", split="train")

最新结果

以下是 2024-04-19T03:19:20.040365 运行的最新结果：

python { "all": { "acc": 0.6694408893619185, "acc_stderr": 0.03176677993984921, "acc_norm": 0.6716394002581934, "acc_norm_stderr": 0.03240469776002056, "mc1": 0.37821297429620565, "mc1_stderr": 0.01697633590754687, "mc2": 0.5679248273257846, "mc2_stderr": 0.015218379312142727 }, "harness|arc:challenge|25": { "acc": 0.5836177474402731, "acc_stderr": 0.014405618279436169, "acc_norm": 0.6254266211604096, "acc_norm_stderr": 0.014144193471893454 }, "harness|hellaswag|10": { "acc": 0.5952997410874328, "acc_stderr": 0.004898308167211848, "acc_norm": 0.7977494523003386, "acc_norm_stderr": 0.004008571431483689 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.3, "acc_stderr": 0.046056618647183814, "acc_norm": 0.3, "acc_norm_stderr": 0.046056618647183814 }, # 其他任务的结果... }

配置详情

• config_name: harness_arc_challenge_25

  • 数据文件:
    • 分割: 2024_04_19T03_19_20.040365
      • 路径: **/details_harness|arc:challenge|25_2024-04-19T03-19-20.040365.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2024-04-19T03-19-20.040365.parquet

• config_name: harness_gsm8k_5

  • 数据文件:
    • 分割: 2024_04_19T03_19_20.040365
      • 路径: **/details_harness|gsm8k|5_2024-04-19T03-19-20.040365.parquet
    • 分割: latest
      • 路径: **/details_harness|gsm8k|5_2024-04-19T03-19-20.040365.parquet

• config_name: harness_hellaswag_10

  • 数据文件:
    • 分割: 2024_04_19T03_19_20.040365
      • 路径: **/details_harness|hellaswag|10_2024-04-19T03-19-20.040365.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2024-04-19T03-19-20.040365.parquet

• config_name: harness_hendrycksTest_5

  • 数据文件:
    • 分割: 2024_04_19T03_19_20.040365
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-04-19T03-19-20.040365.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-04-19T03-19-20.040365.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-04-19T03-19-20.040365.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-04-19T03-19-20.040365.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-04-19T03-19-20.040365.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-04-19T03-19-20.040365.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-04-19T03-19-20.040365.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-04-19T03-19-20.040365.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-04-19T03-19-20.040365.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-04-19T03-19-20.040365.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-04-19T03-19-20.040365.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-04-19T03-19-20.040365.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-04-19T03-19-20.040365.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-04-19T03-19-20.040365.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-04-19T03-19-20.040365.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-04-19T03-19-20.040365.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-04-19T03-19-20.040365.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-04-19T03-19-20.040365.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-04-19T03-19-20.040365.parquet

        其他任务的路径...

}