open-llm-leaderboard/details_hiyouga__Baichuan2-7B-Chat-LLaMAfied

该数据集是在模型hiyouga/Baichuan2-7B-Chat-LLaMAfied在Open LLM Leaderboard上的评估运行期间自动创建的。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，每次运行在每个配置中表示为特定的分割，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上的指标。README还提供了如何使用Hugging Face datasets库加载数据集的示例。

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 hiyouga/Baichuan2-7B-Chat-LLaMAfied 在 Open LLM Leaderboard 上的自动创建的。数据集包含64个配置，每个配置对应一个评估任务。

数据集结构

• 配置数量：64个配置
• 数据来源：从2次运行中创建，每次运行对应一个特定的时间戳分割。
• 最新结果："train" 分割始终指向最新结果。
• 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_hiyouga__Baichuan2-7B-Chat-LLaMAfied", "harness_winogrande_5", split="train")

最新结果

以下是 最新结果来自 run 2023-10-27T01:55:17.464897 的摘要： python { "all": { "em": 0.2062709731543624, "em_stderr": 0.004143762363131985, "f1": 0.26938129194630883, "f1_stderr": 0.004172682699820514, "acc": 0.40028530858265426, "acc_stderr": 0.010786124750718863 }, "harness|drop|3": { "em": 0.2062709731543624, "em_stderr": 0.004143762363131985, "f1": 0.26938129194630883, "f1_stderr": 0.004172682699820514 }, "harness|gsm8k|5": { "acc": 0.10917361637604246, "acc_stderr": 0.008590089300511151 }, "harness|winogrande|5": { "acc": 0.691397000789266, "acc_stderr": 0.012982160200926577 } }

配置详情

以下是部分配置的详细信息：

• harness_arc_challenge_25

  • 分割：2023_10_10T07_31_02.024016
  • 路径：**/details_harness|arc:challenge|25_2023-10-10T07-31-02.024016.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-10-10T07-31-02.024016.parquet

• harness_drop_3

  • 分割：2023_10_27T01_55_17.464897
  • 路径：**/details_harness|drop|3_2023-10-27T01-55-17.464897.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-10-27T01-55-17.464897.parquet

• harness_gsm8k_5

  • 分割：2023_10_27T01_55_17.464897
  • 路径：**/details_harness|gsm8k|5_2023-10-27T01-55-17.464897.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-10-27T01-55-17.464897.parquet

• harness_hellaswag_10

  • 分割：2023_10_10T07_31_02.024016
  • 路径：**/details_harness|hellaswag|10_2023-10-10T07-31-02.024016.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-10-10T07-31-02.024016.parquet

• harness_hendrycksTest_5

  • 分割：2023_10_10T07_31_02.024016
  • 路径：多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-10T07-31-02.024016.parquet
  • 分割：latest
  • 路径：多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-10T07-31-02.024016.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_10_10T07_31_02.024016
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-10-10T07-31-02.024016.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-10-10T07-31-02.024016.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_10_10T07_31_02.024016
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-10-10T07-31-02.024016.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-10-10T07-31-02.024016.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_10_10T07_31_02.024016
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-10-10T07-31-02.024016.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-10-10T07-31-02.024016.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_10_10T07_31_02.024016
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-10-10T07-31-02.024016.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-10-10T07-31-02.024016.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_10_10T07_31_02.024016
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-10T07-31-02.024016.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-10T07-31-02.024016.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_10_10T07_31_02.024016
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-10-10T07-31-02.024016.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-10-10T07-31-02.024016.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_10_10T07_31_02.024016
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-10-10T07-31-02.024016.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-10-10T07-31-02.024016.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_10_10T07_31_02.024016
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-10-10T07-31-02.024016.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-10-10T07-31-02.024016.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_10_10T07_31_02.024016
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-10-10T07-31-02.024016.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-10-10T07-31-02.024016.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_10_10T07_31_02.024016
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-10-10T07-31-02.024016.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-10-10T07-31-02.024016.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_10_10T07_31_02.024016
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-10-10T07-31-02.024016.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-10-10T07-31-02.024016.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_10_10T07_31_02.024016
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-10-10T07-31-02.024016.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-10-10T07-31-02.024016.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_10_10T07_31_02.024016
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-10-10T07-31-02.024016.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-10-10T07-31-02.024016.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_10_10T07_31_02.024016
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-10-10T07-31-02.024016.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-10-10T07-31-02.024016.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_10_10T07_31_02.024016
  • 路径：`**/details_harness|hendrycksTest-electrical_engineering|5_2023-10-10T07-31-02.0