open-llm-leaderboard/details_jondurbin__airoboros-l2-70b-gpt4-1.4.1

该数据集是在Open LLM Leaderboard上对模型jondurbin/airoboros-l2-70b-gpt4-1.4.1进行评估时自动创建的。数据集由64个配置组成，每个配置对应一个评估任务。数据集由2次运行生成，每次运行的结果作为特定配置中的一个分割，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，还有一个名为results的配置存储了所有运行的聚合结果，并用于在Open LLM Leaderboard上计算和显示聚合指标。

原始信息汇总

数据集概述

数据集简介

该数据集是在评估模型jondurbin/airoboros-l2-70b-gpt4-1.4.1在Open LLM Leaderboard上的运行过程中自动创建的。

数据集结构

• 数据集包含64个配置，每个配置对应一个评估任务。
• 数据集从2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。
• 一个额外的配置"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_jondurbin__airoboros-l2-70b-gpt4-1.4.1", "harness_winogrande_5", split="train")

最新结果

以下是2023-10-23T02:42:13.778888运行的最新结果： python { "all": { "em": 0.07455956375838926, "em_stderr": 0.002690082296020664, "f1": 0.14032193791946285, "f1_stderr": 0.0028633381416712784, "acc": 0.5305016296936343, "acc_stderr": 0.010958117599758718 }, "harness|drop|3": { "em": 0.07455956375838926, "em_stderr": 0.002690082296020664, "f1": 0.14032193791946285, "f1_stderr": 0.0028633381416712784 }, "harness|gsm8k|5": { "acc": 0.22517058377558757, "acc_stderr": 0.011505385424294634 }, "harness|winogrande|5": { "acc": 0.8358326756116812, "acc_stderr": 0.010410849775222804 } }

配置详情

以下是数据集的配置详情：

配置列表

• harness_arc_challenge_25

  • 分割: 2023_07_26T00_46_50.622735
    • 路径: **/details_harness|arc:challenge|25_2023-07-26T00:46:50.622735.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-07-26T00:46:50.622735.parquet

• harness_drop_3

  • 分割: 2023_10_23T02_42_13.778888
    • 路径: **/details_harness|drop|3_2023-10-23T02-42-13.778888.parquet
  • 分割: latest
    • 路径: **/details_harness|drop|3_2023-10-23T02-42-13.778888.parquet

• harness_gsm8k_5

  • 分割: 2023_10_23T02_42_13.778888
    • 路径: **/details_harness|gsm8k|5_2023-10-23T02-42-13.778888.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-23T02-42-13.778888.parquet

• harness_hellaswag_10

  • 分割: 2023_07_26T00_46_50.622735
    • 路径: **/details_harness|hellaswag|10_2023-07-26T00:46:50.622735.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-07-26T00:46:50.622735.parquet

• harness_hendrycksTest_5

  • 分割: 2023_07_26T00_46_50.622735
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-management|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-07-26T00:46:50.622735.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-07-26T00:46:50.622735.parquet
      • `**/details_harness|hendrycksTest