open-llm-leaderboard-old/details_pmking27__PrathameshLLM-2B

该数据集是在Open LLM Leaderboard上对模型pmking27/PrathameshLLM-2B进行评估时自动生成的。数据集包含63个配置，每个配置对应一个评估任务。数据集由一次运行的记录组成，每次运行在每个配置中作为一个特定的分割，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，还有一个results配置，存储了所有运行的聚合结果，用于计算和显示在Open LLM Leaderboard上的聚合指标。README还提供了一个Python代码片段来加载数据集，并列出了特定运行的最新结果。

原始信息汇总

数据集概述

数据集创建

• 创建背景：该数据集是在对模型 pmking27/PrathameshLLM-2B 进行评估运行时自动创建的。
• 评估平台：数据集的创建与 Open LLM Leaderboard 相关联。

数据集结构

• 配置数量：数据集包含 63 个配置，每个配置对应一个评估任务。
• 运行次数：数据集从 1 次运行中创建。每个运行结果作为一个特定的分割（split）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_pmking27__PrathameshLLM-2B", "harness_winogrande_5", split="train")

最新结果

• 最新结果时间戳：2024-04-07T15:12:15.779927
• 结果示例： python { "all": { "acc": 0.38448642166678587, "acc_stderr": 0.03412711045658374, "acc_norm": 0.3882749361001093, "acc_norm_stderr": 0.03491709236659397, "mc1": 0.2913096695226438, "mc1_stderr": 0.01590598704818483, "mc2": 0.44689893094855493, "mc2_stderr": 0.014502506509597363 }, "harness|arc:challenge|25": { "acc": 0.4257679180887372, "acc_stderr": 0.014449464278868809, "acc_norm": 0.447098976109215, "acc_norm_stderr": 0.014529380160526845 }, "harness|hellaswag|10": { "acc": 0.5071698864767975, "acc_stderr": 0.00498926836296872, "acc_norm": 0.6840270862378013, "acc_norm_stderr": 0.004639520453444027 }, "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_04_07T15_12_15.779927
      • 路径：**/details_harness|arc:challenge|25_2024-04-07T15-12-15.779927.parquet
    • 分割：latest
      • 路径：**/details_harness|arc:challenge|25_2024-04-07T15-12-15.779927.parquet

• 配置名称：harness_gsm8k_5

  • 数据文件：
    • 分割：2024_04_07T15_12_15.779927
      • 路径：**/details_harness|gsm8k|5_2024-04-07T15-12-15.779927.parquet
    • 分割：latest
      • 路径：**/details_harness|gsm8k|5_2024-04-07T15-12-15.779927.parquet

• 配置名称：harness_hellaswag_10

  • 数据文件：
    • 分割：2024_04_07T15_12_15.779927
      • 路径：**/details_harness|hellaswag|10_2024-04-07T15-12-15.779927.parquet
    • 分割：latest
      • 路径：**/details_harness|hellaswag|10_2024-04-07T15-12-15.779927.parquet

• 配置名称：harness_hendrycksTest_5

  • 数据文件：
    • 分割：2024_04_07T15_12_15.779927
      • 路径：
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-04-07T15-12-15.779927.parquet

        其他任务的路径...

    • 分割：latest
      • 路径：
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-04-07T15-12-15.779927.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-04-07T15-12-15.779927.parquet

        其他任务的路径...