open-llm-leaderboard-old/details_Felladrin__Pythia-31M-Chat-v1

该数据集是在Open LLM Leaderboard上对模型Felladrin/Pythia-31M-Chat-v1进行评估时自动创建的。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分割始终指向最新结果。此外，results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

该数据集是在对模型Felladrin/Pythia-31M-Chat-v1进行评估运行期间自动创建的，用于Open LLM Leaderboard。

数据集组成

• 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。
• 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_Felladrin__Pythia-31M-Chat-v1", "harness_winogrande_5", split="train")

最新结果

以下是2024-03-03T13:51:06.037981运行的最新结果：

python { "all": { "acc": 0.2448437019214597, "acc_stderr": 0.030378561807781288, "acc_norm": 0.24542692237487151, "acc_norm_stderr": 0.031186446988799275, "mc1": 0.2668298653610771, "mc1_stderr": 0.015483691939237262, "mc2": 0.4803634640308511, "mc2_stderr": 0.015837484926920317 }, "harness|arc:challenge|25": { "acc": 0.1766211604095563, "acc_stderr": 0.011144042769316511, "acc_norm": 0.21843003412969283, "acc_norm_stderr": 0.012074291605700994 }, "harness|hellaswag|10": { "acc": 0.26239792869946227, "acc_stderr": 0.0043903867754005385, "acc_norm": 0.2680740888269269, "acc_norm_stderr": 0.004420511215131042 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.22, "acc_stderr": 0.04163331998932268, "acc_norm": 0.22, "acc_norm_stderr": 0.04163331998932268 }, ... }

配置详情

• config_name: harness_arc_challenge_25

  • split: 2024_01_06T14_50_17.030237
    • path: **/details_harness|arc:challenge|25_2024-01-06T14-50-17.030237.parquet
  • split: 2024_03_03T13_51_06.037981
    • path: **/details_harness|arc:challenge|25_2024-03-03T13-51-06.037981.parquet
  • split: latest
    • path: **/details_harness|arc:challenge|25_2024-03-03T13-51-06.037981.parquet

• config_name: harness_gsm8k_5

  • split: 2024_01_06T14_50_17.030237
    • path: **/details_harness|gsm8k|5_2024-01-06T14-50-17.030237.parquet
  • split: 2024_03_03T13_51_06.037981
    • path: **/details_harness|gsm8k|5_2024-03-03T13-51-06.037981.parquet
  • split: latest
    • path: **/details_harness|gsm8k|5_2024-03-03T13-51-06.037981.parquet

• config_name: harness_hellaswag_10

  • split: 2024_01_06T14_50_17.030237
    • path: **/details_harness|hellaswag|10_2024-01-06T14-50-17.030237.parquet
  • split: 2024_03_03T13_51_06.037981
    • path: **/details_harness|hellaswag|10_2024-03-03T13-51-06.037981.parquet
  • split: latest
    • path: **/details_harness|hellaswag|10_2024-03-03T13-51-06.037981.parquet

• config_name: harness_hendrycksTest_5

  • split: 2024_01_06T14_50_17.030237
    • path:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2024-01-06T14-50-17.030237.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2024-01-06T14-50-17.030237.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2024-01-06T14-50-17.030237.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2024-01-06T14-50-17.030237.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-01-06T14-50-17.030237.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2024-01-06T14-50-17.030237.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2024-01-06T14-50-17.030237.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2024-01-06T14-50-17.030237.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2024-01-06T14-50-17.030237.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2024-01-06T14-50-17.030237.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2024-01-06T14-50-17.030237.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2024-01-06T14-50-17.030237.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2024-01-06T14-50-17.030237.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2024-01-06T14-50-17.030237.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2024-01