open-llm-leaderboard-old/details_AA051610__A0105

该数据集是在Open LLM Leaderboard上对模型AA051610/A0105进行评估时自动创建的。它由63个配置组成，每个配置对应一个被评估的任务。数据集包含1次运行的结果，每次运行在每个配置中表示为特定的拆分。train拆分始终指向最新的结果。一个名为results的额外配置存储了所有运行的聚合结果，这些结果用于计算和显示Open LLM Leaderboard上的聚合指标。可以使用`datasets`库中的`load_dataset`函数加载该数据集。

原始信息汇总

数据集概述

数据集创建

• 创建背景：该数据集是在模型AA051610/A0105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。
• 数据来源：数据集从1次运行中创建，每个运行在每个配置中作为一个特定的分片存在，分片名称使用运行的时间戳。"train"分片始终指向最新的结果。

数据集加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_AA051610__A0105", "harness_winogrande_5", split="train")

最新结果

• 结果来源：最新结果来自2024-01-06T02:57:13.678426的运行。
• 结果示例： python { "all": { "acc": 0.6820912387442206, "acc_stderr": 0.031065747816855848, "acc_norm": 0.6864043317313094, "acc_norm_stderr": 0.031666952183494475, "mc1": 0.3843329253365973, "mc1_stderr": 0.0170287073012452, "mc2": 0.5543558949846231, "mc2_stderr": 0.016036294123592646 }, "harness|arc:challenge|25": { "acc": 0.6117747440273038, "acc_stderr": 0.014241614207414044, "acc_norm": 0.621160409556314, "acc_norm_stderr": 0.014175915490000326 }, "harness|hellaswag|10": { "acc": 0.6291575383389763, "acc_stderr": 0.004820431839600027, "acc_norm": 0.8254331806413066, "acc_norm_stderr": 0.003788203729346702 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.34, "acc_stderr": 0.04760952285695235, "acc_norm": 0.34, "acc_norm_stderr": 0.04760952285695235 },

  更多任务结果...

}

配置详情

• 配置名称：harness_arc_challenge_25

  • 数据文件：
    • 分片：2024_01_06T02_57_13.678426
      • 路径：**/details_harness|arc:challenge|25_2024-01-06T02-57-13.678426.parquet
    • 分片：latest
      • 路径：**/details_harness|arc:challenge|25_2024-01-06T02-57-13.678426.parquet

• 配置名称：harness_gsm8k_5

  • 数据文件：
    • 分片：2024_01_06T02_57_13.678426
      • 路径：**/details_harness|gsm8k|5_2024-01-06T02-57-13.678426.parquet
    • 分片：latest
      • 路径：**/details_harness|gsm8k|5_2024-01-06T02-57-13.678426.parquet

• 配置名称：harness_hellaswag_10

  • 数据文件：
    • 分片：2024_01_06T02_57_13.678426
      • 路径：**/details_harness|hellaswag|10_2024-01-06T02-57-13.678426.parquet
    • 分片：latest
      • 路径：**/details_harness|hellaswag|10_2024-01-06T02-57-13.678426.parquet

• 配置名称：harness_hendrycksTest_5

  • 数据文件：
    • 分片：2024_01_06T02_57_13.678426
      • 路径：
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-international_law|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-management|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-marketing|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2024-01-06T02-57-13.678426.parquet
        • **/details_harness|hendrycksTest-professional_medicine|5_2024-01-06T02-57-13.678426.parquet
        • `**/details_harness|hendrycksTest-professional_psychology|5_