open-llm-leaderboard/details_Undi95__Emerald-13B

该数据集是在评估模型Undi95/Emerald-13B时自动生成的，评估过程在Open LLM Leaderboard上进行。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，并用于计算和显示Open LLM Leaderboard上的聚合指标。

原始信息汇总

数据集概述

数据集简介

该数据集是在对模型 Undi95/Emerald-13B 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

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。
• 额外的配置 "results" 存储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。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_Undi95__Emerald-13B", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-23T18:27:52.311274 运行 的最新结果： python { "all": { "em": 0.11566694630872483, "em_stderr": 0.0032753085227622833, "f1": 0.18378460570469723, "f1_stderr": 0.003376754461365903, "acc": 0.4437006222575401, "acc_stderr": 0.010610978881102105 }, "harness|drop|3": { "em": 0.11566694630872483, "em_stderr": 0.0032753085227622833, "f1": 0.18378460570469723, "f1_stderr": 0.003376754461365903 }, "harness|gsm8k|5": { "acc": 0.1281273692191054, "acc_stderr": 0.009206398549980031 }, "harness|winogrande|5": { "acc": 0.7592738752959748, "acc_stderr": 0.012015559212224176 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_10_03T17_31_23.265550
  • 路径：**/details_harness|arc:challenge|25_2023-10-03T17-31-23.265550.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-10-03T17-31-23.265550.parquet

• harness_drop_3

  • 分割：2023_10_23T18_27_52.311274
  • 路径：**/details_harness|drop|3_2023-10-23T18-27-52.311274.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-10-23T18-27-52.311274.parquet

• harness_gsm8k_5

  • 分割：2023_10_23T18_27_52.311274
  • 路径：**/details_harness|gsm8k|5_2023-10-23T18-27-52.311274.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-10-23T18-27-52.311274.parquet

• harness_hellaswag_10

  • 分割：2023_10_03T17_31_23.265550
  • 路径：**/details_harness|hellaswag|10_2023-10-03T17-31-23.265550.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-10-03T17-31-23.265550.parquet

• harness_hendrycksTest_5

  • 分割：2023_10_03T17_31_23.265550
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-10-03T17-31-23.265550.parquet 等 42 个文件
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-10-03T17-31-23.265550.parquet 等 42 个文件

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_10_03T17_31_23.265550
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-10-03T17-31-23.265550.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-10-03T17-31-23.265550.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_10_03T17_31_23.265550
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-10-03T17-31-23.265550.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-10-03T17-31-23.265550.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_10_03T17_31_23.265550
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-10-03T17-31-23.265550.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-10-03T17-31-23.265550.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_10_03T17_31_23.265550
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-10-03T17-31-23.265550.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-10-03T17-31-23.265550.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_10_03T17_31_23.265550
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-03T17-31-23.265550.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-03T17-31-23.265550.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_10_03T17_31_23.265550
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-10-03T17-31-23.265550.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-10-03T17-31-23.265550.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_10_03T17_31_23.265550
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-10-03T17-31-23.265550.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-10-03T17-31-23.265550.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_10_03T17_31_23.265550
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-10-03T17-31-23.265550.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-10-03T17-31-23.265550.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_10_03T17_31_23.265550
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-10-03T17-31-23.265550.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-10-03T17-31-23.265550.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_10_03T17_31_23.265550
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-10-03T17-31-23.265550.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-10-03T17-31-23.265550.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_10_03T17_31_23.265550
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-10-03T17-31-23.265550.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-10-03T17-31-23.265550.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_10_03T17_31_23.265550
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-10-03T17-31-23.265550.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-10-03T17-31-23.265550.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_10_03T17_31_23.265550
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-10-03T17-31-23.265550.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-10-03T17-31-23.265550.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_10_03T17_31_23.265550
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-10-03T17-31-23.265550.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-10-03T17-31-23.265550.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_10_03T17_31_23.265550
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-10-03T17-31-23.265550.parquet
  • 分割：latest
  • 路径：`**/details_harness|hendrycksTest-electrical_