open-llm-leaderboard/details_vonjack__phi-3-mini-4k-instruct-llamafied

该数据集是在模型vonjack/phi-3-mini-4k-instruct-llamafied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。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，分割名称使用运行的时间戳。train分割始终指向最新结果。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

数据集名称: Evaluation run of vonjack/phi-3-mini-4k-instruct-llamafied

创建目的: 该数据集是在评估模型vonjack/phi-3-mini-4k-instruct-llamafied的过程中自动创建的，用于Open LLM Leaderboard的评估。

数据集组成:

• 配置数量: 63个
• 数据来源: 1次运行
• 数据结构: 每个配置对应一个评估任务，每个运行以特定的时间戳命名，并作为数据集的一个分割。
• 特殊配置: 包含一个名为"results"的配置，用于存储所有运行的聚合结果，用于计算和显示聚合指标。

数据集加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_vonjack__phi-3-mini-4k-instruct-llamafied", "harness_winogrande_5", split="train")

最新结果

最新结果来自2024-04-24T21:46:20.884882的运行，具体结果包括多个任务的准确率(acc)和标准误差(acc_stderr)等指标。例如：

• harness|arc:challenge|25:
  • acc: 0.598976
  • acc_stderr: 0.014322
• harness|hellaswag|10:
  • acc: 0.620394
  • acc_stderr: 0.004843

数据集配置详情

• 配置名称: harness_arc_challenge_25

  • 数据文件:
    • split: 2024_04_24T21_46_20.884882
      • path: /details_harness|arc:challenge|25_2024-04-24T21-46-20.884882.parquet
    • split: latest
      • path: /details_harness|arc:challenge|25_2024-04-24T21-46-20.884882.parquet

• 配置名称: harness_gsm8k_5

  • 数据文件:
    • split: 2024_04_24T21_46_20.884882
      • path: /details_harness|gsm8k|5_2024-04-24T21-46-20.884882.parquet
    • split: latest
      • path: /details_harness|gsm8k|5_2024-04-24T21-46-20.884882.parquet

• 配置名称: harness_hellaswag_10

  • 数据文件:
    • split: 2024_04_24T21_46_20.884882
      • path: /details_harness|hellaswag|10_2024-04-24T21-46-20.884882.parquet
    • split: latest
      • path: /details_harness|hellaswag|10_2024-04-24T21-46-20.884882.parquet

• 配置名称: harness_hendrycksTest_5

  • 数据文件:
    • split: 2024_04_24T21_46_20.884882
      • path:
        • /details_harness|hendrycksTest-abstract_algebra|5_2024-04-24T21-46-20.884882.parquet
        • /details_harness|hendrycksTest-anatomy|5_2024-04-24T21-46-20.884882.parquet
        • /details_harness|hendrycksTest-astronomy|5_2024-04-24T21-46-20.884882.parquet
        • /details_harness|hendrycksTest-business_ethics|5_2024-04-24T21-46-20.884882.parquet
        • /details_harness|hendrycksTest-clinical_knowledge|5_2024-04-24T21-46-20.884882.parquet
        • /details_harness|hendrycksTest-college_biology|5_2024-04-24T21-46-20.884882.parquet
        • /details_harness|hendrycksTest-college_chemistry|5_2024-04-24T21-46-20.884882.parquet
        • /details_harness|hendrycksTest-college_computer_science|5_2024-04-24T21-46-20.884882.parquet
        • /details_harness|hendrycksTest-college_mathematics|5_2024-04-24T21-46-20.884882.parquet
        • /details_harness|hendrycksTest-college_medicine|5_2024-04-24T21-46-20.884882.parquet
        • /details_harness|hendrycksTest-college_physics|5_2024-04-24T21-46-20.884882.parquet
        • /details_harness|hendrycksTest-computer_security|5_2024-04-24T21-46-20.884882.parquet
        • /details_harness|hendrycksTest-conceptual_physics|5_2024-04-24T21-46-20.884882.parquet
        • /details_harness|hendrycksTest-econometrics|5_2024-04-24T21-46-20.884882.parquet
        • /details_harness|hendrycksTest-electrical_engineering|5_2024-04-24T21-46-20.884882.parquet
        • /details_harness|hendrycksTest-elementary_mathematics|5_2024-04-24T21-46-20.884882.parquet
        • /details_harness|hendrycksTest-formal_logic|5_2024-04-24T21-46-20.884882.parquet
        • /details_harness|hendrycksTest-global_facts|5_2024-04-24T21-46-20.884882.parquet