open-llm-leaderboard/details_teknium__OpenHermes-7B

该数据集是在Open LLM Leaderboard上对模型teknium/OpenHermes-7B进行评估时自动创建的。数据集由64个配置组成，每个配置对应一个被评估的任务。数据集是从2次运行中生成的，每次运行都作为每个配置中的一个特定分割存储。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，这些结果用于计算和显示Open LLM Leaderboard上的聚合指标。文件还提供了一个使用`datasets`库中的`load_dataset`函数加载数据集的示例。

原始信息汇总

数据集概述

数据集摘要

该数据集是在评估模型 teknium/OpenHermes-7B 在 Open LLM Leaderboard 上的自动创建的。

数据集组成

• 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" 分割总是指向最新的结果。
• 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_teknium__OpenHermes-7B", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-26T05:03:25.636029 运行的最新结果： python { "all": { "em": 0.2645763422818792, "em_stderr": 0.004517352215857921, "f1": 0.33702810402684713, "f1_stderr": 0.004480224621998652, "acc": 0.3975524975571051, "acc_stderr": 0.009127124661977076 }, "harness|drop|3": { "em": 0.2645763422818792, "em_stderr": 0.004517352215857921, "f1": 0.33702810402684713, "f1_stderr": 0.004480224621998652 }, "harness|gsm8k|5": { "acc": 0.050037907505686124, "acc_stderr": 0.006005442354577731 }, "harness|winogrande|5": { "acc": 0.745067087608524, "acc_stderr": 0.012248806969376422 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: **/details_harness|arc:challenge|25_2023-09-18T14-09-00.502210.parquet

• harness_drop_3

  • 分割: 2023_10_26T05_03_25.636029, latest
  • 路径: **/details_harness|drop|3_2023-10-26T05-03-25.636029.parquet

• harness_gsm8k_5

  • 分割: 2023_10_26T05_03_25.636029, latest
  • 路径: **/details_harness|gsm8k|5_2023-10-26T05-03-25.636029.parquet

• harness_hellaswag_10

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: **/details_harness|hellaswag|10_2023-09-18T14-09-00.502210.parquet

• harness_hendrycksTest_5

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: 多个路径，包括 **/details_harness|hendrycksTest-abstract_algebra|5_2023-09-18T14-09-00.502210.parquet 等

• harness_hendrycksTest_abstract_algebra_5

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-09-18T14-09-00.502210.parquet

• harness_hendrycksTest_anatomy_5

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-09-18T14-09-00.502210.parquet

• harness_hendrycksTest_astronomy_5

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-09-18T14-09-00.502210.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-09-18T14-09-00.502210.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-18T14-09-00.502210.parquet

• harness_hendrycksTest_college_biology_5

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-09-18T14-09-00.502210.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-09-18T14-09-00.502210.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-09-18T14-09-00.502210.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-09-18T14-09-00.502210.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-09-18T14-09-00.502210.parquet

• harness_hendrycksTest_college_physics_5

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-09-18T14-09-00.502210.parquet

• harness_hendrycksTest_computer_security_5

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-09-18T14-09-00.502210.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-09-18T14-09-00.502210.parquet

• harness_hendrycksTest_econometrics_5

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-09-18T14-09-00.502210.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-09-18T14-09-00.502210.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分割: 2023_09_18T14_09_00.502210, latest
  • 路径: **/details_harness|hendrycksTest-elementary_mathematics|5_2023-09-18T14-09-00.502210.parquet

以上是数据集的详细概述，包括数据集的组成、加载示例、最新结果以及各个配置的详细信息。