open-llm-leaderboard/details_TigerResearch__tigerbot-13b-base

该数据集是在Open LLM Leaderboard上对TigerResearch/tigerbot-13b-base模型进行评估时自动创建的。数据集包含64个配置，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"分割始终指向最新结果。此外，"results"配置存储了所有运行的聚合结果，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

数据集来源

该数据集是在评估模型 TigerResearch/tigerbot-13b-base 在 Open LLM Leaderboard 上的运行过程中自动创建的。

数据集组成

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。

额外配置

一个额外的配置 "results" 存储了所有运行的聚合结果，用于计算和显示在 Open LLM Leaderboard 上的聚合指标。

数据加载示例

以下是加载特定运行详细信息的示例代码： python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_TigerResearch__tigerbot-13b-base", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-23T13:13:43.194689 运行 的最新结果： python { "all": { "em": 0.40436241610738255, "em_stderr": 0.005025925994007285, "f1": 0.4420973154362425, "f1_stderr": 0.00490507412731345, "acc": 0.46019322954595365, "acc_stderr": 0.011266954073591217 }, "harness|drop|3": { "em": 0.40436241610738255, "em_stderr": 0.005025925994007285, "f1": 0.4420973154362425, "f1_stderr": 0.00490507412731345 }, "harness|gsm8k|5": { "acc": 0.17058377558756635, "acc_stderr": 0.010360898504733297 }, "harness|winogrande|5": { "acc": 0.749802683504341, "acc_stderr": 0.012173009642449138 } }

配置详情

以下是数据集的配置详情：

• config_name: harness_arc_challenge_25

  • data_files:
    • split: 2023_10_04T03_31_16.960858
      • path: **/details_harness|arc:challenge|25_2023-10-04T03-31-16.960858.parquet
    • split: latest
      • path: **/details_harness|arc:challenge|25_2023-10-04T03-31-16.960858.parquet

• config_name: harness_drop_3

  • data_files:
    • split: 2023_10_23T13_13_43.194689
      • path: **/details_harness|drop|3_2023-10-23T13-13-43.194689.parquet
    • split: latest
      • path: **/details_harness|drop|3_2023-10-23T13-13-43.194689.parquet

• config_name: harness_gsm8k_5

  • data_files:
    • split: 2023_10_23T13_13_43.194689
      • path: **/details_harness|gsm8k|5_2023-10-23T13-13-43.194689.parquet
    • split: latest
      • path: **/details_harness|gsm8k|5_2023-10-23T13-13-43.194689.parquet

• config_name: harness_hellaswag_10

  • data_files:
    • split: 2023_10_04T03_31_16.960858
      • path: **/details_harness|hellaswag|10_2023-10-04T03-31-16.960858.parquet
    • split: latest
      • path: **/details_harness|hellaswag|10_2023-10-04T03-31-16.960858.parquet

• config_name: harness_hendrycksTest_5

  • data_files:
    • split: 2023_10_04T03_31_16.960858
      • path:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-international_law|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-management|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-marketing|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2023-10-04T03-31-16.960858.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2023-10-04T03-31-16.960858.parquet