open-llm-leaderboard-old/details_DatPySci__pythia-1b-dpo

该数据集是在Open LLM Leaderboard上对模型DatPySci/pythia-1b-dpo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，分割名称使用运行的时间戳。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

该数据集是在对模型 DatPySci/pythia-1b-dpo 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

数据集组成

• 该数据集包含 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。
• 一个额外的配置 “results” 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_DatPySci__pythia-1b-dpo", "harness_winogrande_5", split="train")

最新结果

以下是 2024-02-18T04:42:57.630275 运行的最新结果：

python { "all": { "acc": 0.24661803957652986, "acc_stderr": 0.030306573787331294, "acc_norm": 0.24762332664608278, "acc_norm_stderr": 0.03104366103218576, "mc1": 0.22766217870257038, "mc1_stderr": 0.01467925503211107, "mc2": 0.37197267760955993, "mc2_stderr": 0.014358232849941052 }, "harness|arc:challenge|25": { "acc": 0.27986348122866894, "acc_stderr": 0.01311904089772592, "acc_norm": 0.30119453924914674, "acc_norm_stderr": 0.013406741767847632 }, "harness|hellaswag|10": { "acc": 0.3903604859589723, "acc_stderr": 0.0048683410565662135, "acc_norm": 0.4924317864967138, "acc_norm_stderr": 0.0049892097707432284 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.23, "acc_stderr": 0.04229525846816505, "acc_norm": 0.23, "acc_norm_stderr": 0.04229525846816505 }, # 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_02_18T04_42_57.630275
      • 路径: **/details_harness|arc:challenge|25_2024-02-18T04-42-57.630275.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2024-02-18T04-42-57.630275.parquet

• config_name: harness_gsm8k_5

  • 数据文件:
    • 分割: 2024_02_18T04_42_57.630275
      • 路径: **/details_harness|gsm8k|5_2024-02-18T04-42-57.630275.parquet
    • 分割: latest
      • 路径: **/details_harness|gsm8k|5_2024-02-18T04-42-57.630275.parquet

• config_name: harness_hellaswag_10

  • 数据文件:
    • 分割: 2024_02_18T04_42_57.630275
      • 路径: **/details_harness|hellaswag|10_2024-02-18T04-42-57.630275.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2024-02-18T04-42-57.630275.parquet

• config_name: harness_hendrycksTest_5

  • 数据文件:
    • 分割: 2024_02_18T04_42_57.630275
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-international_law|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-management|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-marketing|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2024-02-18T04-42-57.630275.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2024-02-18T04-42-57.630275.parquet