open-llm-leaderboard-old/details_4season__alignment-model-test10

该数据集是在模型4season/alignment-model-test10的评估运行期间自动创建的，用于在Open LLM Leaderboard上进行评估。数据集由63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，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

该数据集是在模型4season/alignment-model-test10在Open LLM Leaderboard上的评估运行期间自动创建的。数据集包含63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。

数据集结构

配置

• harness_arc_challenge_25

  • 分割: 2024_04_09T08_12_09.669210
    • 路径: **/details_harness|arc:challenge|25_2024-04-09T08-12-09.669210.parquet
  • 分割: 2024_04_09T08_12_37.264622
    • 路径: **/details_harness|arc:challenge|25_2024-04-09T08-12-37.264622.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2024-04-09T08-12-37.264622.parquet

• harness_gsm8k_5

  • 分割: 2024_04_09T08_12_09.669210
    • 路径: **/details_harness|gsm8k|5_2024-04-09T08-12-09.669210.parquet
  • 分割: 2024_04_09T08_12_37.264622
    • 路径: **/details_harness|gsm8k|5_2024-04-09T08-12-37.264622.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2024-04-09T08-12-37.264622.parquet

• harness_hellaswag_10

  • 分割: 2024_04_09T08_12_09.669210
    • 路径: **/details_harness|hellaswag|10_2024-04-09T08-12-09.669210.parquet
  • 分割: 2024_04_09T08_12_37.264622
    • 路径: **/details_harness|hellaswag|10_2024-04-09T08-12-37.264622.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2024-04-09T08-12-37.264622.parquet

• harness_hendrycksTest_5

  • 分割: 2024_04_09T08_12_09.669210
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2024-04-09T08-12-09.669210.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2024-04-09T08-12-09.669210.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2024-04-09T08-12-09.669210.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2024-04-09T08-12-09.669210.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-04-09T08-12-09.669210.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2024-04-09T08-12-09.669210.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2024-04-09T08-12-09.669210.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2024-04-09T08-12-09.669210.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2024-04-09T08-12-09.669210.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2024-04-09T08-12-09.669210.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2024-04-09T08-12-09.669210.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2024-04-09T08-12-09.669210.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2024-04-09T08-12-09.669210.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2024-04-09T08-12-09.669210.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2024-04-09T08-12-09.669210.parquet

最新结果

以下是2024-04-09T08:12:37.264622运行的最新结果：

python { "all": { "acc": 0.6830251707414831, "acc_stderr": 0.03150837150158549, "acc_norm": 0.6842989605978566, "acc_norm_stderr": 0.032158515186000075, "mc1": 0.5691554467564259, "mc1_stderr": 0.01733527247533237, "mc2": 0.710829343782068, "mc2_stderr": 0.014802276642222825 }, "harness|arc:challenge|25": { "acc": 0.7738907849829352, "acc_stderr": 0.012224202097063276, "acc_norm": 0.7960750853242321, "acc_norm_stderr": 0.01177426247870226 }, "harness|hellaswag|10": { "acc": 0.7762397928699463, "acc_stderr": 0.004159114679873824, "acc_norm": 0.9001194981079467, "acc_norm_stderr": 0.002992278134932447 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.39, "acc_stderr": 0.04902071300001974, "acc_norm": 0.39, "acc_norm_stderr": 0.04902071300001974 }, "harness|hendrycksTest-anatomy|5": { "acc": 0.6074074074074074, "acc_stderr": 0.0421850621536888, "acc_norm": 0.6074074074074074, "acc_norm_stderr": 0.0421850621536888 }, "harness|hendrycksTest-astronomy|5": { "acc": 0.7763157894736842, "acc_stderr": 0.033911609343436025, "acc_norm": 0.7763157894736842, "acc_norm_stderr": 0.033911609343436025 }, "harness|hendrycksTest-business_ethics|5": { "acc": 0.72, "acc_stderr": 0.04512608598542128, "acc_norm": 0.72, "acc_norm_stderr": 0.04512608598542128 }, "harness|hendrycksTest-clinical_knowledge|5": { "acc": 0.7245283018867924, "acc_stderr": 0.027495663683724067, "acc_norm": 0.7245283018867924, "acc_norm_stderr": 0.027495663683724067 }, "harness|hendrycksTest-college_biology|5": { "acc": 0.8194444444444444, "acc_stderr": 0.03216600808802269, "acc_norm": 0.8194444444444444, "acc_norm_stderr": 0.03216600808802269 }, "harness|hendrycksTest-college_chemistry|5": { "acc": 0.5, "acc_stderr": 0.050251890762960605, "acc_norm": 0.5, "acc_norm_stderr": 0.050251890762960605 }, "harness|hendrycksTest-college_computer_science|5": { "acc": 0.61, "acc_stderr": 0.04902071300001975, "acc_norm": 0.61, "acc_norm_stderr": 0.04902071300001975 }, "harness|hendrycksTest-college_mathematics|5": { "acc": 0.38, "acc_stderr": 0.048783173121456316, "acc_norm": 0.38, "acc_norm_stderr": 0.048783173121456316 }, "harness|hendrycksTest-college_medicine|5": { "acc": 0.7052023121387283, "acc_stderr": 0.034765996075164785, "acc_norm": 0.7052023121387283, "acc_norm_stderr": 0.034765996075164785 }, "harness|hendrycksTest-college_physics|5": { "acc": 0.43137254901960786, "acc_stderr": 0.04928099597287533, "acc_norm": 0.43137254901960786, "acc_norm_stderr": 0.04928099597287533 }, "harness|hendrycksTest-computer_security|5": { "acc": 0.8, "acc_stderr": 0.04020151261036845, "acc_norm": 0.8, "acc_norm_stderr": 0.04020151261036845 }, "harness|hendrycksTest-conceptual_physics|5": { "acc": 0.6425531914893617, "acc_stderr": 0.031329417894764254, "acc_norm": 0.6425531914893617, "acc_norm_stderr": 0.031329417894764254 }, "harness|hendrycksTest-econometrics|5": { "acc": 0.5526315789473685, "acc_stderr": 0.04677473004491199, "acc_norm": 0.5526315789473685, "acc_norm_stderr": 0.04677473004491199 }, "harness|hendrycksTest-electrical_engineering|5": { "acc": 0.6482758620689655, "acc_stderr": 0.0397923663749741, "acc_norm": 0.6482758620689655, "acc_norm_stderr": 0.0397923663749741 }, "harness|hendrycksTest-elementary_mathematics|5": {