open-llm-leaderboard-old/details_yam-peleg__Experiment30-7B

该数据集是在模型[yam-peleg/Experiment30-7B](https://huggingface.co/yam-peleg/Experiment30-7B)的评估运行中自动创建的，评估是在[Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)上进行的。数据集由63个配置组成，每个配置对应一个评估任务。数据集是从2次运行中创建的，每次运行都可以在每个配置的特定分割中找到，分割名称使用运行的时间戳命名。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，并用于计算和显示在Open LLM Leaderboard上的聚合指标。

原始信息汇总

数据集概述

该数据集是在评估模型yam-peleg/Experiment30-7B在Open LLM Leaderboard上的运行过程中自动创建的。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

配置详情

• 配置名称: harness_arc_challenge_25

  • 数据文件:
    • 分割: 2024_03_07T11_57_55.072638
      • 路径: **/details_harness|arc:challenge|25_2024-03-07T11-57-55.072638.parquet
    • 分割: 2024_03_10T00_56_53.068888
      • 路径: **/details_harness|arc:challenge|25_2024-03-10T00-56-53.068888.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2024-03-10T00-56-53.068888.parquet

• 配置名称: harness_gsm8k_5

  • 数据文件:
    • 分割: 2024_03_07T11_57_55.072638
      • 路径: **/details_harness|gsm8k|5_2024-03-07T11-57-55.072638.parquet
    • 分割: 2024_03_10T00_56_53.068888
      • 路径: **/details_harness|gsm8k|5_2024-03-10T00-56-53.068888.parquet
    • 分割: latest
      • 路径: **/details_harness|gsm8k|5_2024-03-10T00-56-53.068888.parquet

• 配置名称: harness_hellaswag_10

  • 数据文件:
    • 分割: 2024_03_07T11_57_55.072638
      • 路径: **/details_harness|hellaswag|10_2024-03-07T11-57-55.072638.parquet
    • 分割: 2024_03_10T00_56_53.068888
      • 路径: **/details_harness|hellaswag|10_2024-03-10T00-56-53.068888.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2024-03-10T00-56-53.068888.parquet

• 配置名称: harness_hendrycksTest_5

  • 数据文件:
    • 分割: 2024_03_07T11_57_55.072638
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-03-07T11-57-55.072638.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-03-07T11-57-55.072638.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-03-07T11-57-55.072638.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-03-07T11-57-55.072638.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-03-07T11-57-55.072638.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-03-07T11-57-55.072638.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-03-07T11-57-55.072638.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-03-07T11-57-55.072638.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-03-07T11-57-55.072638.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-03-07T11-57-55.072638.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-03-07T11-57-55.072638.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-03-07T11-57-55.072638.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-03-07T11-57-55.072638.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-03-07T11-57-55.072638.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-03-07T11-57-55.072638.parquet

最新结果

以下是2024-03-10T00:56:53.068888运行的最新结果：

python { "all": { "acc": 0.6505097405481667, "acc_stderr": 0.032074966951298335, "acc_norm": 0.6496760309141246, "acc_norm_stderr": 0.03274841923245812, "mc1": 0.6291309669522643, "mc1_stderr": 0.01690969358024884, "mc2": 0.7776092320401561, "mc2_stderr": 0.013786117572692885 }, "harness|arc:challenge|25": { "acc": 0.7158703071672355, "acc_stderr": 0.013179442447653886, "acc_norm": 0.734641638225256, "acc_norm_stderr": 0.012902554762313962 }, "harness|hellaswag|10": { "acc": 0.7153953395737901, "acc_stderr": 0.004503037601847085, "acc_norm": 0.8908583947420833, "acc_norm_stderr": 0.0031117953207879436 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.31, "acc_stderr": 0.04648231987117316, "acc_norm": 0.31, "acc_norm_stderr": 0.04648231987117316 }, "harness|hendrycksTest-anatomy|5": { "acc": 0.6370370370370371, "acc_stderr": 0.04153948404742398, "acc_norm": 0.6370370370370371, "acc_norm_stderr": 0.04153948404742398 }, "harness|hendrycksTest-astronomy|5": { "acc": 0.7105263157894737, "acc_stderr": 0.03690677986137283, "acc_norm": 0.7105263157894737, "acc_norm_stderr": 0.03690677986137283 }, "harness|hendrycksTest-business_ethics|5": { "acc": 0.64, "acc_stderr": 0.04824181513244218, "acc_norm": 0.64, "acc_norm_stderr": 0.04824181513244218 }, "harness|hendrycksTest-clinical_knowledge|5": { "acc": 0.6943396226415094, "acc_stderr": 0.028353298073322663, "acc_norm": 0.6943396226415094, "acc_norm_stderr": 0.028353298073322663 }, "harness|hendrycksTest-college_biology|5": { "acc": 0.7708333333333334, "acc_stderr": 0.03514697467862388, "acc_norm": 0.7708333333333334, "acc_norm_stderr": 0.03514697467862388 }, "harness|hendrycksTest-college_chemistry|5": { "acc": 0.48, "acc_stderr": 0.050211673156867795, "acc_norm": 0.48, "acc_norm_stderr": 0.050211673156867795 }, "harness|hendrycksTest-college_computer_science|5": { "acc": 0.55, "acc_stderr": 0.05, "acc_norm": 0.55, "acc_norm_stderr": 0.05 }, "harness|hendrycksTest-college_mathematics|5": { "acc": 0.31, "acc_stderr": 0.04648231987117316, "acc_norm": 0.31, "acc_norm_stderr": 0.04648231987117316 }, "harness|hendrycksTest-college_medicine|5": { "acc": 0.6705202312138728, "acc_stderr": 0.03583901754736412, "acc_norm": 0.6705202312138728, "acc_norm_stderr": 0.03583901754736412 }, "harness|hendrycksTest-college_physics|5": { "acc": 0.39215686274509803, "acc_stderr": 0.04858083574266345, "acc_norm": 0.39215686274509803, "acc_norm_stderr": 0.04858083574266345 }, "harness|hendrycksTest-computer_security|5": { "acc": 0.75, "acc_stderr": 0.04351941398892446, "acc_norm": 0.75, "acc_norm_stderr": 0.04351941398892446 }, "harness|hendrycksTest-conceptual_physics|5": { "acc": 0.5531914893617021, "acc_stderr": 0.0325005368436584, "acc_norm": 0.5531914893617021, "acc_norm_stderr": 0.0325005368436584 }, "harness|hendrycksTest-econometrics|5": { "acc": 0.4824561403508772, "acc_stderr": 0.04700708033551038, "acc_norm": 0.4824561403508772, "acc_norm_stderr": 0.04700708033551038 }, "harness|hendrycksTest-electrical_engineering|5": { "acc": 0.5517241379310345, "acc_stderr": 0.04144311810878152, "acc_norm": 0.5517241379310345, "acc_norm_stderr": 0.0414431181