open-llm-leaderboard-old/details_ajibawa-2023__Code-13B

该数据集是在Open LLM Leaderboard上对模型`ajibawa-2023/Code-13B`进行评估时自动创建的。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1次运行中创建的，每次运行都可以在特定配置中找到，并且以运行的时间戳命名。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，用于在Open LLM Leaderboard上计算和显示聚合指标。

原始信息汇总

数据集概述

数据集简介

该数据集是在对模型 ajibawa-2023/Code-13B 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

数据集结构

• 配置数量：63个配置，每个配置对应一个评估任务。
• 运行次数：数据集由1次运行创建。每个运行在每个配置中都有一个特定的分割，分割名称使用运行的时间戳。
• 分割：每个配置中的 "train" 分割始终指向最新的结果。
• 结果配置：一个额外的 "results" 配置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_ajibawa-2023__Code-13B", "harness_winogrande_5", split="train")

最新结果

以下是 2023-12-09T19:40:16.694610 运行的最新结果：

python { "all": { "acc": 0.5315302469691541, "acc_stderr": 0.0338171547995471, "acc_norm": 0.5374650243523146, "acc_norm_stderr": 0.034550805778528454, "mc1": 0.2962056303549572, "mc1_stderr": 0.01598359510181139, "mc2": 0.4246156253859874, "mc2_stderr": 0.01586771249517698 }, "harness|arc:challenge|25": { "acc": 0.5511945392491467, "acc_stderr": 0.014534599585097665, "acc_norm": 0.5733788395904437, "acc_norm_stderr": 0.014453185592920293 }, "harness|hellaswag|10": { "acc": 0.6420035849432384, "acc_stderr": 0.004784312972495391, "acc_norm": 0.8328022306313483, "acc_norm_stderr": 0.003723897305645496 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.28, "acc_stderr": 0.045126085985421296, "acc_norm": 0.28, "acc_norm_stderr": 0.045126085985421296 }, # 其他任务的结果... }

配置详情

• harness_arc_challenge_25

  • 分割：2023_12_09T19_40_16.694610, latest
  • 路径：**/details_harness|arc:challenge|25_2023-12-09T19-40-16.694610.parquet

• harness_gsm8k_5

  • 分割：2023_12_09T19_40_16.694610, latest
  • 路径：**/details_harness|gsm8k|5_2023-12-09T19-40-16.694610.parquet

• harness_hellaswag_10

  • 分割：2023_12_09T19_40_16.694610, latest
  • 路径：**/details_harness|hellaswag|10_2023-12-09T19-40-16.694610.parquet

• harness_hendrycksTest_5

  • 分割：2023_12_09T19_40_16.694610, latest
  • 路径：
    • **/details_harness|hendrycksTest-abstract_algebra|5_2023-12-09T19-40-16.694610.parquet
    • **/details_harness|hendrycksTest-anatomy|5_2023-12-09T19-40-16.694610.parquet
    • **/details_harness|hendrycksTest-astronomy|5_2023-12-09T19-40-16.694610.parquet
    • **/details_harness|hendrycksTest-business_ethics|5_2023-12-09T19-40-16.694610.parquet
    • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-12-09T19-40-16.694610.parquet
    • **/details_harness|hendrycksTest-college_biology|5_2023-12-09T19-40-16.694610.parquet
    • **/details_harness|hendrycksTest-college_chemistry|5_2023-12-09T19-40-16.694610.parquet
    • **/details_harness|hendrycksTest-college_computer_science|5_2023-12-09T19-40-16.694610.parquet
    • **/details_harness|hendrycksTest-college_mathematics|5_2023-12-09T19-40-16.694610.parquet
    • **/details_harness|hendrycksTest-college_medicine|5_2023-12-09T19-40-16.694610.parquet
    • **/details_harness|hendrycksTest-college_physics|5_2023-12-09T19-40-16.694610.parquet
    • **/details_harness|hendrycksTest-computer_security|5_2023-12-09T19-40-16.694610.parquet
    • **/details_harness|hendrycksTest-conceptual_physics|5_2023-12-09T19-40-16.694610.parquet
    • **/details_harness|hendrycksTest-econometrics|5_2023-12-09T19-40-16.694610.parquet
    • **/details_harness|hendrycksTest-electrical_engineering|5_2023-12-09T19-40-16.694610.parquet
    • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-12-09T19-40-16.694610.parquet
    • **/details_harness|hendrycksTest-formal_logic|5_2023-12-09T19-40-16.694610.parquet
    • **/details_harness|hendrycksTest-global_facts|5_2023-12-09T19-40-16.694610.parquet
    • **/details_harness|hendrycksTest-high_school_biology|5_2023-12-09T19-40-16.694610.parquet

    其他路径...

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