open-llm-leaderboard-old/details_allknowingroger__CalmExperiment-7B-slerp

该数据集是在评估模型allknowingroger/CalmExperiment-7B-slerp时自动创建的，用于在Open LLM Leaderboard上进行评估。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1次运行生成，每次运行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，results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

数据集摘要

该数据集是在评估模型allknowingroger/CalmExperiment-7B-slerp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。数据集从1次运行中创建，每次运行的详细结果可以在每个配置的特定分片中找到，分片名称使用运行的时间戳。"train"分片始终指向最新的结果。

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。以下是部分配置的示例：

• harness_arc_challenge_25:

  • 分片: 2024_04_10T19_43_22.866639
  • 路径: **/details_harness|arc:challenge|25_2024-04-10T19-43-22.866639.parquet
  • 分片: latest
  • 路径: **/details_harness|arc:challenge|25_2024-04-10T19-43-22.866639.parquet

• harness_gsm8k_5:

  • 分片: 2024_04_10T19_43_22.866639
  • 路径: **/details_harness|gsm8k|5_2024-04-10T19-43-22.866639.parquet
  • 分片: latest
  • 路径: **/details_harness|gsm8k|5_2024-04-10T19-43-22.866639.parquet

• harness_hellaswag_10:

  • 分片: 2024_04_10T19_43_22.866639
  • 路径: **/details_harness|hellaswag|10_2024-04-10T19-43-22.866639.parquet
  • 分片: latest
  • 路径: **/details_harness|hellaswag|10_2024-04-10T19-43-22.866639.parquet

• harness_hendrycksTest_5:

  • 分片: 2024_04_10T19_43_22.866639
  • 路径:
    • **/details_harness|hendrycksTest-abstract_algebra|5_2024-04-10T19-43-22.866639.parquet
    • **/details_harness|hendrycksTest-anatomy|5_2024-04-10T19-43-22.866639.parquet
    • **/details_harness|hendrycksTest-astronomy|5_2024-04-10T19-43-22.866639.parquet
    • **/details_harness|hendrycksTest-business_ethics|5_2024-04-10T19-43-22.866639.parquet
    • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-04-10T19-43-22.866639.parquet
    • **/details_harness|hendrycksTest-college_biology|5_2024-04-10T19-43-22.866639.parquet
    • **/details_harness|hendrycksTest-college_chemistry|5_2024-04-10T19-43-22.866639.parquet
    • **/details_harness|hendrycksTest-college_computer_science|5_2024-04-10T19-43-22.866639.parquet
    • **/details_harness|hendrycksTest-college_mathematics|5_2024-04-10T19-43-22.866639.parquet
    • **/details_harness|hendrycksTest-college_medicine|5_2024-04-10T19-43-22.866639.parquet
    • **/details_harness|hendrycksTest-college_physics|5_2024-04-10T19-43-22.866639.parquet
    • **/details_harness|hendrycksTest-computer_security|5_2024-04-10T19-43-22.866639.parquet
    • **/details_harness|hendrycksTest-conceptual_physics|5_2024-04-10T19-43-22.866639.parquet
    • **/details_harness|hendrycksTest-econometrics|5_2024-04-10T19-43-22.866639.parquet
    • **/details_harness|hendrycksTest-electrical_engineering|5_2024-04-10T19-43-22.866639.parquet
    • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-04-10T19-43-22.866639.parquet
    • **/details_harness|hendrycksTest-formal_logic|5_2024-04-10T19-43-22.866639.parquet
    • **/details_harness|hendrycksTest-global_facts|5_2024-04-10T19-43-22.866639.parquet

最新结果

以下是最新结果的部分示例：

python { "all": { "acc": 0.6502101478902175, "acc_stderr": 0.032034121868187146, "acc_norm": 0.6492247412475852, "acc_norm_stderr": 0.03270848748700423, "mc1": 0.631578947368421, "mc1_stderr": 0.016886551261046046, "mc2": 0.7793179945034926, "mc2_stderr": 0.013700865702514428 }, "harness|arc:challenge|25": { "acc": 0.7133105802047781, "acc_stderr": 0.013214986329274777, "acc_norm": 0.7337883959044369, "acc_norm_stderr": 0.012915774781523203 }, "harness|hellaswag|10": { "acc": 0.716988647679745, "acc_stderr": 0.0044954128683246065, "acc_norm": 0.8908583947420833, "acc_norm_stderr": 0.003111795320787943 }, "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": 0.7018867924528301, "acc_stderr": 0.02815283794249387, "acc_norm": 0.7018867924528301, "acc_norm_stderr": 0.02815283794249387 }, "harness|hendrycksTest-college_biology|5": { "acc": 0.7777777777777778, "acc_stderr": 0.03476590104304134, "acc_norm": 0.7777777777777778, "acc_norm_stderr": 0.03476590104304134 }, "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": 0.57, "acc_stderr": 0.04975698519562428, "acc_norm": 0.57, "acc_norm_stderr": 0.04975698519562428 }, "harness|hendrycksTest-college_mathematics|5": { "acc": 0.29, "acc_stderr": 0.04560480215720684, "acc_norm": 0.29, "acc_norm_stderr": 0.04560480215720684 }, "harness|hendrycksTest-college_medicine|5": { "acc": 0.653179190751445, "acc_stderr": 0.036291466701596636, "acc_norm": 0.653179190751445, "acc_norm_stderr": 0.036291466701596636 }, "harness|hendrycksTest-college_physics|5": { "acc": 0.37254901960784315, "acc_stderr": 0.04810840148082636, "acc_norm": 0.37254901960784315, "acc_norm_stderr": 0.04810840148082636 }, "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": 0.5787234042553191, "acc_stderr": 0.03227834510146268, "acc_norm": 0.5787234042553191, "acc_norm_stderr": 0.03227834510146268 }, "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": 0.5379310344827586, "acc_stderr": 0.04154659671707548, "acc_norm": 0.5379310344827586, "acc_norm_stderr": 0.04154659671707548 }, "harness|hendrycksTest-elementary_mathematics|5": { "acc": 0.41534391534391535, "acc_stderr": 0.025379524910778398, "acc_