open-llm-leaderboard-old/details_bigcode__starcoder2-15b

该数据集是在模型bigcode/starcoder2-15b在Open LLM Leaderboard上的评估运行期间自动创建的。数据集由63个配置组成，每个配置对应一个评估任务。它包含一次运行的结果，每次运行在每个配置中表示为特定的分割，分割名称使用运行的时间戳。train分割始终指向最新结果。一个名为results的额外配置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。README还提供了一个Python代码片段来加载数据集，并列出了特定运行的最新结果。

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 bigcode/starcoder2-15b 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 1 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。
• 额外的 "results" 配置存储所有运行结果的聚合，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_bigcode__starcoder2-15b", "harness_winogrande_5", split="train")

最新结果

以下是 2024-04-02T21:20:30.854417 运行的最新结果：

python { "all": { "acc": 0.5138561099585239, "acc_stderr": 0.03496302516836144, "acc_norm": 0.5149421306668205, "acc_norm_stderr": 0.035684291853590684, "mc1": 0.23255813953488372, "mc1_stderr": 0.014789157531080507, "mc2": 0.378734193251474, "mc2_stderr": 0.013907764159241692 }, "harness|arc:challenge|25": { "acc": 0.439419795221843, "acc_stderr": 0.014503747823580123, "acc_norm": 0.4735494880546075, "acc_norm_stderr": 0.014590931358120165 }, "harness|hellaswag|10": { "acc": 0.47779326827325236, "acc_stderr": 0.004984857671187105, "acc_norm": 0.6409081856203943, "acc_norm_stderr": 0.0047875373851530125 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.34, "acc_stderr": 0.04760952285695236, "acc_norm": 0.34, "acc_norm_stderr": 0.04760952285695236 }, # 其他任务的结果省略... }

配置详情

• config_name: harness_arc_challenge_25

  • 数据文件:
    • 分割: 2024_04_02T21_20_30.854417
      • 路径: **/details_harness|arc:challenge|25_2024-04-02T21-20-30.854417.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2024-04-02T21-20-30.854417.parquet

• config_name: harness_gsm8k_5

  • 数据文件:
    • 分割: 2024_04_02T21_20_30.854417
      • 路径: **/details_harness|gsm8k|5_2024-04-02T21-20-30.854417.parquet
    • 分割: latest
      • 路径: **/details_harness|gsm8k|5_2024-04-02T21-20-30.854417.parquet

• config_name: harness_hellaswag_10

  • 数据文件:
    • 分割: 2024_04_02T21_20_30.854417
      • 路径: **/details_harness|hellaswag|10_2024-04-02T21-20-30.854417.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2024-04-02T21-20-30.854417.parquet

• config_name: harness_hendrycksTest_5

  • 数据文件:
    • 分割: 2024_04_02T21_20_30.854417
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-international_law|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-management|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-marketing|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2024-04-02T21-20-30.854417.parquet
        • **/details_harness|hendrycksTest-professional_