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

该数据集是在评估模型ConvexAI/Metabird-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，每次运行都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

数据集简介

该数据集是在对模型 ConvexAI/Metabird-7B 进行评估运行期间自动创建的，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。
• 创建来源：数据集来自1次运行，每个运行结果作为一个特定的分割（split）存储，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。
• 聚合结果：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_ConvexAI__Metabird-7B", "harness_winogrande_5", split="train")

最新结果

以下是 2024-01-20T17:15:55.821392 运行的最新结果：

python { "all": { "acc": 0.6562196818092919, "acc_stderr": 0.031888120668163725, "acc_norm": 0.6572328630765639, "acc_norm_stderr": 0.03253749439366192, "mc1": 0.40758873929008566, "mc1_stderr": 0.01720194923455311, "mc2": 0.579354979250579, "mc2_stderr": 0.015314953137607924 }, "harness|arc:challenge|25": { "acc": 0.6680887372013652, "acc_stderr": 0.013760988200880541, "acc_norm": 0.6953924914675768, "acc_norm_stderr": 0.01344952210993249 }, "harness|hellaswag|10": { "acc": 0.6965743875721968, "acc_stderr": 0.0045879786255824785, "acc_norm": 0.8754232224656443, "acc_norm_stderr": 0.0032956349076664645 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.33, "acc_stderr": 0.047258156262526045, "acc_norm": 0.33, "acc_norm_stderr": 0.047258156262526045 }, ... }

配置详情

• 配置名称：harness_arc_challenge_25

  • 数据文件：
    • 分割：2024_01_20T17_15_55.821392
      • 路径：**/details_harness|arc:challenge|25_2024-01-20T17-15-55.821392.parquet
    • 分割：latest
      • 路径：**/details_harness|arc:challenge|25_2024-01-20T17-15-55.821392.parquet

• 配置名称：harness_gsm8k_5

  • 数据文件：
    • 分割：2024_01_20T17_15_55.821392
      • 路径：**/details_harness|gsm8k|5_2024-01-20T17-15-55.821392.parquet
    • 分割：latest
      • 路径：**/details_harness|gsm8k|5_2024-01-20T17-15-55.821392.parquet

• 配置名称：harness_hellaswag_10

  • 数据文件：
    • 分割：2024_01_20T17_15_55.821392
      • 路径：**/details_harness|hellaswag|10_2024-01-20T17-15-55.821392.parquet
    • 分割：latest
      • 路径：**/details_harness|hellaswag|10_2024-01-20T17-15-55.821392.parquet

• 配置名称：harness_hendrycksTest_5

  • 数据文件：
    • 分割：2024_01_20T17_15_55.821392
      • 路径：
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-01-20T17-15-55.821392.parquet
        • ...
    • 分割：latest
      • 路径：
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-01-20T17-15-55.821392.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-01-20T17-15-55.821392.parquet
        • ... }