open-llm-leaderboard-old/details_Yuma42__KangalKhan-Ruby-7B-Fixed

该数据集是在评估模型Yuma42/KangalKhan-Ruby-7B-Fixed时自动创建的，评估在Open LLM Leaderboard上进行。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，运行的时间戳作为分割名称。train分割始终指向最新结果。此外，results配置存储了所有运行的聚合结果，用于在Open LLM Leaderboard上计算和显示聚合指标。

原始信息汇总

数据集概述

数据集摘要

该数据集是在评估模型 Yuma42/KangalKhan-Ruby-7B-Fixed 在 Open LLM Leaderboard 上的自动创建的。数据集包含 63 个配置，每个配置对应一个评估任务。

数据集结构

• 配置数量：63
• 创建来源：1 次运行
• 分割：每个配置包含特定分割，分割名称使用运行的时间戳。"train" 分割始终指向最新结果。
• 额外配置："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_Yuma42__KangalKhan-Ruby-7B-Fixed", "harness_winogrande_5", split="train")

最新结果

最新结果来自 2024-02-17T00:20:49.422540 运行，包含多个任务的准确率和标准误差。以下是部分结果示例： python { "all": { "acc": 0.6347473013166217, "acc_stderr": 0.032259927653459516, "acc_norm": 0.6365178163764577, "acc_norm_stderr": 0.03290211517224385, "mc1": 0.38922888616891066, "mc1_stderr": 0.01706855268069033, "mc2": 0.5648879973341684, "mc2_stderr": 0.01540236564556069 }, "harness|arc:challenge|25": { "acc": 0.6220136518771331, "acc_stderr": 0.014169664520303098, "acc_norm": 0.6723549488054608, "acc_norm_stderr": 0.013715847940719337 }, "harness|hellaswag|10": { "acc": 0.6683927504481179, "acc_stderr": 0.004698285350019216, "acc_norm": 0.8522206731726748, "acc_norm_stderr": 0.00354155826377909 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.28, "acc_stderr": 0.04512608598542128, "acc_norm": 0.28, "acc_norm_stderr": 0.04512608598542128 }, # 其他任务结果省略 }

配置详情

• 配置名称：harness_arc_challenge_25

  • 数据文件：
    • 分割：2024_02_17T00_20_49.422540
      • 路径：**/details_harness|arc:challenge|25_2024-02-17T00-20-49.422540.parquet
    • 分割：latest
      • 路径：**/details_harness|arc:challenge|25_2024-02-17T00-20-49.422540.parquet

• 配置名称：harness_gsm8k_5

  • 数据文件：
    • 分割：2024_02_17T00_20_49.422540
      • 路径：**/details_harness|gsm8k|5_2024-02-17T00-20-49.422540.parquet
    • 分割：latest
      • 路径：**/details_harness|gsm8k|5_2024-02-17T00-20-49.422540.parquet

• 配置名称：harness_hellaswag_10

  • 数据文件：
    • 分割：2024_02_17T00_20_49.422540
      • 路径：**/details_harness|hellaswag|10_2024-02-17T00-20-49.422540.parquet
    • 分割：latest
      • 路径：**/details_harness|hellaswag|10_2024-02-17T00-20-49.422540.parquet

• 配置名称：harness_hendrycksTest_5

  • 数据文件：
    • 分割：2024_02_17T00_20_49.422540
      • 路径：
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-02-17T00-20-49.422540.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-02-17T00-20-49.422540.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-02-17T00-20-49.422540.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-02-17T00-20-49.422540.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-02-17T00-20-49.422540.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-02-17T00-20-49.422540.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-02-17T00-20-49.422540.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-02-17T00-20-49.422540.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-02-17T00-20-49.422540.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-02-17T00-20-49.422540.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-02-17T00-20-49.422540.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-02-17T00-20-49.422540.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-02-17T00-20-49.422540.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-02-17T00-20-49.422540.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-02-17T00-20-49.422540.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-02-17T00-20-49.422540.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-02-17T00-20-49.422540.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-02-17T00-20-49.422540.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-02-17T00-20-49.422540.parquet

        其他任务路径省略

}