open-llm-leaderboard/details_dvruette__gpt-neox-20b-full-precision

该数据集是在评估模型dvruette/gpt-neox-20b-full-precision时自动创建的，主要用于Open LLM Leaderboard的评估任务。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一个特定的分割，分割名称使用运行的时间戳。train分割始终指向最新的结果。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

该数据集是在对模型 dvruette/gpt-neox-20b-full-precision 进行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。

数据集结构

数据集包含以下配置及其对应的数据文件：

• harness_arc_challenge_25

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: **/details_harness|arc:challenge|25_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-07-19T21:36:17.720122.parquet

• harness_drop_3

  • 分割: 2023_10_15T10_49_53.793437
    • 路径: **/details_harness|drop|3_2023-10-15T10-49-53.793437.parquet
  • 分割: latest
    • 路径: **/details_harness|drop|3_2023-10-15T10-49-53.793437.parquet

• harness_gsm8k_5

  • 分割: 2023_10_15T10_49_53.793437
    • 路径: **/details_harness|gsm8k|5_2023-10-15T10-49-53.793437.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-15T10-49-53.793437.parquet

• harness_hellaswag_10

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: **/details_harness|hellaswag|10_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-07-19T21:36:17.720122.parquet

• harness_hendrycksTest_5

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: 多个文件路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: 多个文件路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T21:36:17.720122.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T21:36:17.720122.parquet

• harness_hendrycksTest_anatomy_5

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-07-19T21:36:17.720122.parquet

• harness_hendrycksTest_astronomy_5

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-07-19T21:36:17.720122.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T21:36:17.720122.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T21:36:17.720122.parquet

• harness_hendrycksTest_college_biology_5

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-07-19T21:36:17.720122.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T21:36:17.720122.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T21:36:17.720122.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T21:36:17.720122.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T21:36:17.720122.parquet

• harness_hendrycksTest_college_physics_5

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-07-19T21:36:17.720122.parquet

• harness_hendrycksTest_computer_security_5

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-07-19T21:36:17.720122.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T21:36:17.720122.parquet

• harness_hendrycksTest_econometrics_5

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-07-19T21:36:17.720122.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T21:36:17.720122.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分割: 2023_07_19T21_36_17.720122
    • 路径: **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T21:36:17.720122.parquet
  • 分割: latest
    • 路径: **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T21:36:17.720122.parquet

最新结果

以下是2023年10月15日10:49:53.793437运行的最新结果：

python { "all": { "em": 0.008179530201342282, "em_stderr": 0.0009224022743034369, "f1": 0.06148594798657739, "f1_stderr": 0.0015819609377213373, "acc": 0.35462516448027825, "acc_stderr": 0.008753822199298638 }, "harness|drop|3": { "em": 0.008179530201342282, "em_stderr": 0.0009224022743034369, "f1": 0.06148594798657739, "f1_stderr": 0.0015819609377213373 }, "harness|gsm8k|5": { "acc": 0.026535253980288095, "acc_stderr": 0.0044270459872651595 }, "harness|winogrande|5": { "acc": 0.6827150749802684