open-llm-leaderboard/details_allknowingroger__Calmesmol-7B-slerp

该数据集是在模型allknowingroger/Calmesmol-7B-slerp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。它由1次运行创建，每次运行作为每个配置中的特定分割找到，分割名称使用运行的时间戳。train分割始终指向最新结果。一个额外的配置results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还提供了如何使用Python中的datasets库加载运行细节的示例。

原始信息汇总

数据集概述

数据集名称

• pretty_name: Evaluation run of allknowingroger/Calmesmol-7B-slerp

数据集描述

• dataset_summary: 该数据集是在评估模型allknowingroger/Calmesmol-7B-slerp时自动创建的，该模型在Open LLM Leaderboard上进行评估。

数据集组成

• 数据结构: 由63个配置组成，每个配置对应一个评估任务。
• 数据来源: 数据集由1次运行创建，每次运行在每个配置中作为一个特定的分割存在，分割名称使用运行的时间戳命名。
• 额外配置: 存在一个名为"results"的额外配置，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_allknowingroger__Calmesmol-7B-slerp", "harness_winogrande_5", split="train")

最新结果

• 结果来源: 来自2024-04-10T19:47:28.048921的运行结果，包含多个任务的评估数据。
• 结果内容: 包括准确率（acc）、标准误差（acc_stderr）等指标，具体数值根据不同任务有所不同。

数据集配置详情

配置列表

• config_name: harness_arc_challenge_25

  • data_files:
    • split: 2024_04_10T19_47_28.048921
      • path: /details_harness|arc:challenge|25_2024-04-10T19-47-28.048921.parquet
    • split: latest
      • path: /details_harness|arc:challenge|25_2024-04-10T19-47-28.048921.parquet

• config_name: harness_gsm8k_5

  • data_files:
    • split: 2024_04_10T19_47_28.048921
      • path: /details_harness|gsm8k|5_2024-04-10T19-47-28.048921.parquet
    • split: latest
      • path: /details_harness|gsm8k|5_2024-04-10T19-47-28.048921.parquet

• config_name: harness_hellaswag_10

  • data_files:
    • split: 2024_04_10T19_47_28.048921
      • path: /details_harness|hellaswag|10_2024-04-10T19-47-28.048921.parquet
    • split: latest
      • path: /details_harness|hellaswag|10_2024-04-10T19-47-28.048921.parquet

• config_name: harness_hendrycksTest_5

  • data_files:
    • split: 2024_04_10T19_47_28.048921
      • path:
        • /details_harness|hendrycksTest-abstract_algebra|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-anatomy|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-astronomy|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-business_ethics|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-clinical_knowledge|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-college_biology|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-college_chemistry|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-college_computer_science|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-college_mathematics|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-college_medicine|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-college_physics|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-computer_security|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-conceptual_physics|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-econometrics|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-electrical_engineering|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-elementary_mathematics|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-formal_logic|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-global_facts|5_2024-04-10T19-47-28.048921.parquet
    • split: latest
      • path:
        • /details_harness|hendrycksTest-abstract_algebra|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-anatomy|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-astronomy|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-business_ethics|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-clinical_knowledge|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-college_biology|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-college_chemistry|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-college_computer_science|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-college_mathematics|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-college_medicine|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-college_physics|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-computer_security|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-conceptual_physics|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-econometrics|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-electrical_engineering|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-elementary_mathematics|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-formal_logic|5_2024-04-10T19-47-28.048921.parquet
        • /details_harness|hendrycksTest-global_facts|5_2024-04-10T19-47-28.048921.parquet

此数据集提供了详细的评估结果和配置信息，适用于研究和分析模型在不同任务上的性能。