open-llm-leaderboard/details_codellama__CodeLlama-13b-Instruct-hf

该数据集是在模型 codellama/CodeLlama-13b-Instruct-hf 在 Open LLM Leaderboard 上的评估过程中自动创建的。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。train 分割始终指向最新的结果。此外，名为 results 的配置存储了用于在排行榜上计算指标的聚合结果。

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 codellama/CodeLlama-13b-Instruct-hf 在 Open LLM Leaderboard 上的运行过程中自动创建的。

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" 分割始终指向最新的结果。
• 一个额外的配置 "results" 存储所有运行结果的聚合，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_codellama__CodeLlama-13b-Instruct-hf", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-16T02:27:47.858383 运行的最新结果： python { "all": { "em": 0.0009437919463087249, "em_stderr": 0.0003144653119413506, "f1": 0.05136010906040279, "f1_stderr": 0.001238131643997091, "acc": 0.4034791730120101, "acc_stderr": 0.011133121900373116 }, "harness|drop|3": { "em": 0.0009437919463087249, "em_stderr": 0.0003144653119413506, "f1": 0.05136010906040279, "f1_stderr": 0.001238131643997091 }, "harness|gsm8k|5": { "acc": 0.12661106899166036, "acc_stderr": 0.009159715283081094 }, "harness|winogrande|5": { "acc": 0.6803472770323599, "acc_stderr": 0.013106528517665136 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_08_25T17_15_30.693025
  • 路径：**/details_harness|arc:challenge|25_2023-08-25T17:15:30.693025.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-08-25T17:15:30.693025.parquet

• harness_drop_3

  • 分割：2023_10_16T02_27_47.858383
  • 路径：**/details_harness|drop|3_2023-10-16T02-27-47.858383.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-10-16T02-27-47.858383.parquet

• harness_gsm8k_5

  • 分割：2023_10_16T02_27_47.858383
  • 路径：**/details_harness|gsm8k|5_2023-10-16T02-27-47.858383.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-10-16T02-27-47.858383.parquet

• harness_hellaswag_10

  • 分割：2023_08_25T17_15_30.693025
  • 路径：**/details_harness|hellaswag|10_2023-08-25T17:15:30.693025.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-08-25T17:15:30.693025.parquet

• harness_hendrycksTest_5

  • 分割：2023_08_25T17_15_30.693025
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-25T17:15:30.693025.parquet 等 38 个文件
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-25T17:15:30.693025.parquet 等 38 个文件

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_08_25T17_15_30.693025
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-25T17:15:30.693025.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-25T17:15:30.693025.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_08_25T17_15_30.693025
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-08-25T17:15:30.693025.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-08-25T17:15:30.693025.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_08_25T17_15_30.693025
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-08-25T17:15:30.693025.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-08-25T17:15:30.693025.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_08_25T17_15_30.693025
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-08-25T17:15:30.693025.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-08-25T17:15:30.693025.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_08_25T17_15_30.693025
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-25T17:15:30.693025.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-25T17:15:30.693025.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_08_25T17_15_30.693025
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-08-25T17:15:30.693025.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-08-25T17:15:30.693025.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_08_25T17_15_30.693025
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-08-25T17:15:30.693025.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-08-25T17:15:30.693025.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_08_25T17_15_30.693025
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-08-25T17:15:30.693025.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-08-25T17:15:30.693025.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_08_25T17_15_30.693025
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-08-25T17:15:30.693025.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-08-25T17:15:30.693025.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_08_25T17_15_30.693025
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-08-25T17:15:30.693025.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-08-25T17:15:30.693025.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_08_25T17_15_30.693025
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-08-25T17:15:30.693025.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-08-25T17:15:30.693025.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_08_25T17_15_30.693025
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-08-25T17:15:30.693025.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-08-25T17:15:30.693025.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_08_25T17_15_30.693025
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-25T17:15:30.693025.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-25T17:15:30.693025.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_08_25T17_15_30.693025
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-08-25T17:15:30.693025.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-08-25T17:15:30.693025.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_08_25T17_15_30.693025
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-25T17:15:30.693025.parquet