open-llm-leaderboard-old/details_amu__orpo-phi2

该数据集是在模型amu/orpo-phi2的评估运行期间自动创建的，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，每次运行都可以在特定配置中找到，分割名称使用运行的时间戳。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，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

该数据集是在对模型 amu/orpo-phi2 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

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。
• 数据集从 1 次运行中创建，每次运行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。
• 额外的 "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_amu__orpo-phi2", "harness_winogrande_5", split="train")

最新结果

以下是 2024-04-02T18:28:59.918481 运行的最新结果： python { "all": { "acc": 0.28937443946253527, "acc_stderr": 0.03214011600761226, "acc_norm": 0.2915287325390915, "acc_norm_stderr": 0.03300223365820327, "mc1": 0.2631578947368421, "mc1_stderr": 0.015415241740237024, "mc2": 0.4761965022767635, "mc2_stderr": 0.01637823785885922 }, "harness|arc:challenge|25": { "acc": 0.28668941979522183, "acc_stderr": 0.013214986329274757, "acc_norm": 0.3122866894197952, "acc_norm_stderr": 0.013542598541688065 }, "harness|hellaswag|10": { "acc": 0.33359888468432586, "acc_stderr": 0.004705347137699603, "acc_norm": 0.4151563433578968, "acc_norm_stderr": 0.004917419367766031 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.36, "acc_stderr": 0.04824181513244218, "acc_norm": 0.36, "acc_norm_stderr": 0.04824181513244218 }, # 其他任务的结果... }

配置详情

• config_name: harness_arc_challenge_25

  • split: 2024_04_02T18_28_59.918481
    • path: **/details_harness|arc:challenge|25_2024-04-02T18-28-59.918481.parquet
  • split: latest
    • path: **/details_harness|arc:challenge|25_2024-04-02T18-28-59.918481.parquet

• config_name: harness_gsm8k_5

  • split: 2024_04_02T18_28_59.918481
    • path: **/details_harness|gsm8k|5_2024-04-02T18-28-59.918481.parquet
  • split: latest
    • path: **/details_harness|gsm8k|5_2024-04-02T18-28-59.918481.parquet

• config_name: harness_hellaswag_10

  • split: 2024_04_02T18_28_59.918481
    • path: **/details_harness|hellaswag|10_2024-04-02T18-28-59.918481.parquet
  • split: latest
    • path: **/details_harness|hellaswag|10_2024-04-02T18-28-59.918481.parquet

• config_name: harness_hendrycksTest_5

  • split: 2024_04_02T18_28_59.918481
    • path:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-international_law|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-management|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-marketing|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-professional_law|5_2024-04-02T18-28-59.918481.parquet
      • **/details_harness|hendrycksTest-professional_medicine|5_2024-04-