open-llm-leaderboard-old/details_DatPySci__pythia-1b-sft-full

该数据集是在模型DatPySci/pythia-1b-sft-full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，每个配置对应一个被评估的任务。数据集是从1次运行中创建的，每次运行可以在每个配置中找到，分割以运行的时间戳命名。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

数据集基本信息

• 数据集名称: Evaluation run of DatPySci/pythia-1b-sft-full
• 数据集摘要: 该数据集是在模型 DatPySci/pythia-1b-sft-full 在 Open LLM Leaderboard 上的评估运行期间自动创建的。
• 数据集组成: 包含63个配置，每个配置对应一个评估任务。
• 数据集来源: 从1次运行中创建，每个运行可以在每个配置中作为一个特定的分片找到，分片名称使用运行的时间戳。"train" 分片始终指向最新的结果。
• 额外配置: "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_DatPySci__pythia-1b-sft-full", "harness_winogrande_5", split="train")

最新结果

• 最新结果时间戳: 2024-02-13T16:10:25.536341
• 结果示例: python { "all": { "acc": 0.2437500378442946, "acc_stderr": 0.030213863245287735, "acc_norm": 0.24468974101675026, "acc_norm_stderr": 0.03094305925119546, "mc1": 0.2252141982864137, "mc1_stderr": 0.014623240768023496, "mc2": 0.37081334738032573, "mc2_stderr": 0.014356461899633393 }, "harness|arc:challenge|25": { "acc": 0.27303754266211605, "acc_stderr": 0.013019332762635753, "acc_norm": 0.295221843003413, "acc_norm_stderr": 0.013329750293382316 }, "harness|hellaswag|10": { "acc": 0.38697470623381797, "acc_stderr": 0.004860623733461137, "acc_norm": 0.48914558852818163, "acc_norm_stderr": 0.004988605498273906 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.25, "acc_stderr": 0.04351941398892446, "acc_norm": 0.25, "acc_norm_stderr": 0.04351941398892446 },

  更多任务结果...

}

配置信息

• 配置名称: harness_arc_challenge_25

  • 数据文件:
    • 分片: 2024_02_13T16_10_25.536341
      • 路径: **/details_harness|arc:challenge|25_2024-02-13T16-10-25.536341.parquet
    • 分片: latest
      • 路径: **/details_harness|arc:challenge|25_2024-02-13T16-10-25.536341.parquet

• 配置名称: harness_gsm8k_5

  • 数据文件:
    • 分片: 2024_02_13T16_10_25.536341
      • 路径: **/details_harness|gsm8k|5_2024-02-13T16-10-25.536341.parquet
    • 分片: latest
      • 路径: **/details_harness|gsm8k|5_2024-02-13T16-10-25.536341.parquet

• 配置名称: harness_hellaswag_10

  • 数据文件:
    • 分片: 2024_02_13T16_10_25.536341
      • 路径: **/details_harness|hellaswag|10_2024-02-13T16-10-25.536341.parquet
    • 分片: latest
      • 路径: **/details_harness|hellaswag|10_2024-02-13T16-10-25.536341.parquet

• 配置名称: harness_hendrycksTest_5

  • 数据文件:
    • 分片: 2024_02_13T16_10_25.536341
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-02-13T16-10-25.536341.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-02-13T16-10-25.536341.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-02-13T16-10-25.536341.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-02-13T16-10-25.536341.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-02-13T16-10-25.536341.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-02-13T16-10-25.536341.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-02-13T16-10-25.536341.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-02-13T16-10-25.536341.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-02-13T16-10-25.536341.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-02-13T16-10-25.536341.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-02-13T16-10-25.536341.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-02-13T16-10-25.536341.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-02-13T16-10-25.536341.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-02-13T16-10-25.536341.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-02-13T16-10-25.536341.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-02-13T16-10-25.536341.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-02-13T16-10-25.536341.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-02-13T16-10-25.536341.parquet

        更多路径...