open-llm-leaderboard/details_openaccess-ai-collective__minotaur-13b

该数据集是在模型 openaccess-ai-collective/minotaur-13b 在 Open LLM Leaderboard 上的评估过程中自动生成的。数据集由64个配置组成，每个配置对应一个被评估的任务。数据集由2次运行生成，每次运行在每个配置中表示为特定的分割，分割名称由运行的时间戳命名。train 分割始终指向最新的结果。一个名为 results 的额外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 Python 中的 datasets 库加载运行中的详细信息的示例。

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 openaccess-ai-collective/minotaur-13b 在 Open LLM Leaderboard 上的自动创建的。

数据集结构

• 配置数量：64个配置，每个配置对应一个评估任务。
• 创建来源：从2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。
• 最新结果："train" 分割总是指向最新的结果。
• 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_openaccess-ai-collective__minotaur-13b", "harness_winogrande_5", split="train")

最新结果

以下是 2023-09-17T11:35:33.158218 运行 的最新结果： python { "all": { "em": 0.2911073825503356, "em_stderr": 0.004652179762964262, "f1": 0.3533399748322166, "f1_stderr": 0.004582757562230151, "acc": 0.4453413859606396, "acc_stderr": 0.01050936577304381 }, "harness|drop|3": { "em": 0.2911073825503356, "em_stderr": 0.004652179762964262, "f1": 0.3533399748322166, "f1_stderr": 0.004582757562230151 }, "harness|gsm8k|5": { "acc": 0.12509476876421532, "acc_stderr": 0.009112601439849629 }, "harness|winogrande|5": { "acc": 0.7655880031570639, "acc_stderr": 0.011906130106237988 } }

配置详情

以下是部分配置及其数据文件路径：

• config_name: harness_arc_challenge_25

  • split: 2023_07_19T19_13_52.077510
    • path: **/details_harness|arc:challenge|25_2023-07-19T19:13:52.077510.parquet
  • split: latest
    • path: **/details_harness|arc:challenge|25_2023-07-19T19:13:52.077510.parquet

• config_name: harness_drop_3

  • split: 2023_09_17T11_35_33.158218
    • path: **/details_harness|drop|3_2023-09-17T11-35-33.158218.parquet
  • split: latest
    • path: **/details_harness|drop|3_2023-09-17T11-35-33.158218.parquet

• config_name: harness_gsm8k_5

  • split: 2023_09_17T11_35_33.158218
    • path: **/details_harness|gsm8k|5_2023-09-17T11-35-33.158218.parquet
  • split: latest
    • path: **/details_harness|gsm8k|5_2023-09-17T11-35-33.158218.parquet

• config_name: harness_hellaswag_10

  • split: 2023_07_19T19_13_52.077510
    • path: **/details_harness|hellaswag|10_2023-07-19T19:13:52.077510.parquet
  • split: latest
    • path: **/details_harness|hellaswag|10_2023-07-19T19:13:52.077510.parquet

• config_name: harness_hendrycksTest_5

  • split: 2023_07_19T19_13_52.077510
    • path:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-management|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-07-19T19:13:52.077510.parquet
      • **/details_harness|hendrycksTest-professional_law|5_2023-07-19T19: