open-llm-leaderboard-old/details_AA051610__A13

该数据集是在Open LLM Leaderboard上对模型AA051610/A13进行评估时自动创建的。数据集由63个配置组成，每个配置对应一个被评估的任务。数据集包含1次运行的结果，每次运行在每个配置中表示为特定的分割，train分割始终指向最新的结果。此外，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Open LLM Leaderboard上的聚合指标。README还提供了如何使用`datasets`库中的`load_dataset`函数加载运行细节的示例。README中还包含了特定运行的最新结果，展示了不同任务的各种指标，如准确率和标准误差。

原始信息汇总

数据集概述

数据集简介

该数据集是在模型AA051610/A13在Open LLM Leaderboard上的评估运行期间自动创建的。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

数据集由1次运行创建，每个运行可以在每个配置中找到特定的拆分，拆分名称使用运行的时间戳。"train"拆分始终指向最新的结果。

额外配置

一个额外的配置"results"存储了所有运行的聚合结果，用于计算并在Open LLM Leaderboard上显示聚合指标。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_AA051610__A13", "harness_winogrande_5", split="train")

最新结果

以下是2023-12-13T14:08:54.129715运行的最新结果：

python { "all": { "acc": 0.6920824964752141, "acc_stderr": 0.03046911688711296, "acc_norm": 0.6967692736238253, "acc_norm_stderr": 0.031060503746157857, "mc1": 0.3806609547123623, "mc1_stderr": 0.01699762787190793, "mc2": 0.5325324692481855, "mc2_stderr": 0.015130320422933614 }, "harness|arc:challenge|25": { "acc": 0.5887372013651877, "acc_stderr": 0.014379441068522075, "acc_norm": 0.6109215017064846, "acc_norm_stderr": 0.014247309976045607 }, "harness|hellaswag|10": { "acc": 0.6164110734913364, "acc_stderr": 0.004852658876775387, "acc_norm": 0.8169687313284206, "acc_norm_stderr": 0.0038590186619619966 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.32, "acc_stderr": 0.04688261722621504, "acc_norm": 0.32, "acc_norm_stderr": 0.04688261722621504 }, # 其他任务的结果... }

配置详情

• config_name: harness_arc_challenge_25

  • split: 2023_12_13T14_08_54.129715
    • path: **/details_harness|arc:challenge|25_2023-12-13T14-08-54.129715.parquet
  • split: latest
    • path: **/details_harness|arc:challenge|25_2023-12-13T14-08-54.129715.parquet

• config_name: harness_gsm8k_5

  • split: 2023_12_13T14_08_54.129715
    • path: **/details_harness|gsm8k|5_2023-12-13T14-08-54.129715.parquet
  • split: latest
    • path: **/details_harness|gsm8k|5_2023-12-13T14-08-54.129715.parquet

• config_name: harness_hellaswag_10

  • split: 2023_12_13T14_08_54.129715
    • path: **/details_harness|hellaswag|10_2023-12-13T14-08-54.129715.parquet
  • split: latest
    • path: **/details_harness|hellaswag|10_2023-12-13T14-08-54.129715.parquet

• config_name: harness_hendrycksTest_5

  • split: 2023_12_13T14_08_54.129715
    • path:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-management|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-12-13T14-08-54.129715.parquet
      • **/details_harness|hendrycksTest-professional_law|5_2023-12-13T14-08-54.129715.parquet