open-llm-leaderboard-old/details_vikash06__doctorLLM

该数据集是在评估模型vikash06/doctorLLM时自动创建的，包含了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，每次运行的结果作为一个特定的分割存储在配置中，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，还有一个名为results的配置，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。

原始信息汇总

数据集概述

数据集基本信息

• 数据集名称: Evaluation run of vikash06/doctorLLM
• 数据集来源: 自动创建于模型 vikash06/doctorLLM 在 Open LLM Leaderboard 的评估运行中。
• 数据集组成: 包含63个配置，每个配置对应一个评估任务。
• 数据集创建: 从1次运行中创建，每个运行在每个配置中作为一个特定的分割存在，分割名称使用运行的时间戳。"train" 分割始终指向最新的结果。
• 额外配置: "results" 配置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_vikash06__doctorLLM", "harness_winogrande_5", split="train")

最新结果

• 最新结果来源: 2024-02-03T02:21:20.637179
• 结果示例: python { "all": { "acc": 0.46665458898018775, "acc_stderr": 0.03452755757598034, "acc_norm": 0.4713989146395946, "acc_norm_stderr": 0.03530907900143319, "mc1": 0.2778457772337821, "mc1_stderr": 0.015680929364024654, "mc2": 0.42520750514050065, "mc2_stderr": 0.01525852140834329 }, "harness|arc:challenge|25": { "acc": 0.5102389078498294, "acc_stderr": 0.014608326906285008, "acc_norm": 0.5290102389078498, "acc_norm_stderr": 0.014586776355294326 }, "harness|hellaswag|10": { "acc": 0.6190001991635132, "acc_stderr": 0.004846400325585245, "acc_norm": 0.7976498705437164, "acc_norm_stderr": 0.004009307895677148 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.3, "acc_stderr": 0.046056618647183814, "acc_norm": 0.3, "acc_norm_stderr": 0.046056618647183814 },

  其他任务结果省略...

}

配置信息

• 配置名称: harness_arc_challenge_25

  • 数据文件:
    • 分割: 2024_02_03T02_21_20.637179
      • 路径: **/details_harness|arc:challenge|25_2024-02-03T02-21-20.637179.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2024-02-03T02-21-20.637179.parquet

• 配置名称: harness_gsm8k_5

  • 数据文件:
    • 分割: 2024_02_03T02_21_20.637179
      • 路径: **/details_harness|gsm8k|5_2024-02-03T02-21-20.637179.parquet
    • 分割: latest
      • 路径: **/details_harness|gsm8k|5_2024-02-03T02-21-20.637179.parquet

• 配置名称: harness_hellaswag_10

  • 数据文件:
    • 分割: 2024_02_03T02_21_20.637179
      • 路径: **/details_harness|hellaswag|10_2024-02-03T02-21-20.637179.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2024-02-03T02-21-20.637179.parquet

• 配置名称: harness_hendrycksTest_5

  • 数据文件:
    • 分割: 2024_02_03T02_21_20.637179
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-international_law|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-management|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-marketing|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2024-02-03T02-21-20.637179.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2024-02-03T02-21-20.637179.parquet
        • `**/details_harness|hendrycksTest-professional