open-llm-leaderboard/details_grimpep__llama2-22B-GPLATTY

该数据集是在Open LLM Leaderboard上对模型grimpep/llama2-22B-GPLATTY进行评估时自动创建的。它由61个配置组成，每个配置对应一个被评估的任务。数据集是从1次运行中创建的，每次运行作为每个配置中的一个特定分割，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存储了运行的所有聚合结果，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

数据集摘要

该数据集是在模型 grimpep/llama2-22B-GPLATTY 在 Open LLM Leaderboard 上的评估运行期间自动创建的。数据集包含 61 个配置，每个配置对应一个评估任务。数据集从 1 次运行中创建，每个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" 分割总是指向最新的结果。

数据集结构

数据集包含多个配置，每个配置对应不同的评估任务。以下是部分配置的详细信息：

• config_name: harness_arc_challenge_25

  • 数据文件:
    • 分割: 2023_08_17T14_31_52.312230
      • 路径: **/details_harness|arc:challenge|25_2023-08-17T14:31:52.312230.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2023-08-17T14:31:52.312230.parquet

• config_name: harness_hellaswag_10

  • 数据文件:
    • 分割: 2023_08_17T14_31_52.312230
      • 路径: **/details_harness|hellaswag|10_2023-08-17T14:31:52.312230.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2023-08-17T14:31:52.312230.parquet

• config_name: harness_hendrycksTest_5

  • 数据文件:
    • 分割: 2023_08_17T14_31_52.312230
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-17T14:31:52.312230.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-17T14:31:52.312230.parquet

最新结果

这些是最新结果的摘要，来自 2023-08-17T14:31:52.312230 运行：

python { "all": { "acc": 0.5471453447112705, "acc_stderr": 0.034452241209601206, "acc_norm": 0.550874294679223, "acc_norm_stderr": 0.03443332656790291, "mc1": 0.31334149326805383, "mc1_stderr": 0.0162380650690596, "mc2": 0.4692973392633332, "mc2_stderr": 0.0156700439246235 }, "harness|arc:challenge|25": { "acc": 0.560580204778157, "acc_stderr": 0.014503747823580123, "acc_norm": 0.5895904436860068, "acc_norm_stderr": 0.014374922192642662 }, "harness|hellaswag|10": { "acc": 0.6290579565823541, "acc_stderr": 0.004820697457420421, "acc_norm": 0.8200557657837084, "acc_norm_stderr": 0.003833559228158675 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.35, "acc_stderr": 0.04793724854411022, "acc_norm": 0.35, "acc_norm_stderr": 0.04793724854411022 }, "harness|hendrycksTest-anatomy|5": { "acc": 0.5777777777777777, "acc_stderr": 0.04266763404099582, "acc_norm": 0.5777777777777777, "acc_norm_stderr": 0.04266763404099582 }, "harness|hendrycksTest-astronomy|5": { "acc": 0.5723684210526315, "acc_stderr": 0.04026097083296564, "acc_norm": 0.5723684210526315, "acc_norm_stderr": 0.04026097083296564 }, "harness|hendrycksTest-business_ethics|5": { "acc": 0.56, "acc_stderr": 0.04988876515698589, "acc_norm": 0.56, "acc_norm_stderr": 0.04988876515698589 }, "harness|hendrycksTest-clinical_knowledge|5": { "acc": 0.5924528301886792, "acc_stderr": 0.03024223380085449, "acc_norm": 0.5924528301886792, "acc_norm_stderr": 0.03024223380085449 }, "harness|hendrycksTest-college_biology|5": { "acc": 0.6319444444444444, "acc_stderr": 0.04032999053960718, "acc_norm": 0.6319444444444444, "acc_norm_stderr": 0.04032999053960718 }, "harness|hendrycksTest-college_chemistry|5": { "acc": 0.39, "acc_stderr": 0.04902071300001975, "acc_norm": 0.39, "acc_norm_stderr": 0.04902071300001975 }, "harness|hendrycksTest-college_computer_science|5": { "acc": 0.46, "acc_stderr": 0.05009082659620332, "acc_norm": 0.46, "acc_norm_stderr": 0.05009082659620332 }, "harness|hendrycksTest-college_mathematics|5": { "acc": 0.29, "acc_stderr": 0.045604802157206845, "acc_norm": 0.29, "acc_norm_stderr": 0.045604802157206845 }, "harness|hendrycksTest-college_medicine|5": { "acc": 0.48554913294797686, "acc_stderr": 0.03810871630454764, "acc_norm": 0.48554913294797686, "acc_norm_stderr": 0.03810871630454764 }, "harness|hendrycksTest-college_physics|5": { "acc": 0.24509803921568626, "acc_stderr": 0.042801058373643966, "acc_norm": 0.24509803921568626, "acc_norm_stderr": 0.042801058373643966 }, "harness|hendrycksTest-computer_security|5": { "acc": 0.66, "acc_stderr": 0.04760952285695237, "acc_norm": 0.66, "acc_norm_stderr": 0.04760952285695237 }, "harness|hendrycksTest-conceptual_physics|5": { "acc": 0.4425531914893617, "acc_stderr": 0.03246956919789958, "acc_norm": 0.4425531914893617, "acc_norm_stderr": 0.03246956919789958 }, "harness|hendrycksTest-econometrics|5": { "acc": 0.2719298245614035, "acc_stderr": 0.04185774424022056, "acc_norm": 0.2719298245614035, "acc_norm_stderr": 0.04185774424022056 }, "harness|hendrycksTest-electrical_engineering|5": { "acc": 0.503448275862069, "acc_stderr": 0.041665675