open-llm-leaderboard/details_TaylorAI__Flash-Llama-3B

该数据集是在Open LLM Leaderboard上对模型TaylorAI/Flash-Llama-3B进行评估时自动生成的。数据集包含64个配置，每个配置对应一个被评估的任务。数据集由2次运行生成，每次运行在每个配置中表示为特定的分割。train分割始终指向最新的结果。此外，名为results的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。文件还提供了如何使用Hugging Face datasets库加载数据集的示例。

This dataset was automatically generated during the evaluation of the model TaylorAI/Flash-Llama-3B on the Open LLM Leaderboard. It consists of 64 configurations, each corresponding to one evaluated task. The dataset is generated from two runs, where each run is represented as a specific split within each configuration. The `train` split always points to the most recent results. Additionally, the configuration named `results` stores the aggregated results from all runs, which are used to calculate and display the aggregate metrics on the Open LLM Leaderboard. The dataset also provides examples of how to load it using the Hugging Face Datasets library.

原始信息汇总

数据集概述

数据集简介

该数据集是在评估模型TaylorAI/Flash-Llama-3B在Open LLM Leaderboard上的运行过程中自动创建的。

数据集结构

• 数据集包含64个配置，每个配置对应一个评估任务。
• 数据集从2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。
• 额外的配置"results"存储所有运行的聚合结果，用于计算和显示在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_TaylorAI__Flash-Llama-3B", "harness_winogrande_5", split="train")

最新结果

以下是2023-10-14T19:04:58.007062运行的最新结果： python { "all": { "em": 0.001153523489932886, "em_stderr": 0.0003476179896857095, "f1": 0.05127831375838947, "f1_stderr": 0.0012704085009478613, "acc": 0.3376191453547897, "acc_stderr": 0.007934678102959513 }, "harness|drop|3": { "em": 0.001153523489932886, "em_stderr": 0.0003476179896857095, "f1": 0.05127831375838947, "f1_stderr": 0.0012704085009478613 }, "harness|gsm8k|5": { "acc": 0.009097801364670205, "acc_stderr": 0.002615326510775673 }, "harness|winogrande|5": { "acc": 0.6661404893449092, "acc_stderr": 0.013254029695143353 } }

配置详情

以下是数据集的配置详情：

• harness_arc_challenge_25

  • 分割: 2023_08_25T22_20_12.402392
    • 路径: **/details_harness|arc:challenge|25_2023-08-25T22:20:12.402392.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-08-25T22:20:12.402392.parquet

• harness_drop_3

  • 分割: 2023_10_14T19_04_58.007062
    • 路径: **/details_harness|drop|3_2023-10-14T19-04-58.007062.parquet
  • 分割: latest
    • 路径: **/details_harness|drop|3_2023-10-14T19-04-58.007062.parquet

• harness_gsm8k_5

  • 分割: 2023_10_14T19_04_58.007062
    • 路径: **/details_harness|gsm8k|5_2023-10-14T19-04-58.007062.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-14T19-04-58.007062.parquet

• harness_hellaswag_10

  • 分割: 2023_08_25T22_20_12.402392
    • 路径: **/details_harness|hellaswag|10_2023-08-25T22:20:12.402392.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-08-25T22:20:12.402392.parquet

• harness_hendrycksTest_5

  • 分割: 2023_08_25T22_20_12.402392
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-management|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-professional_law|5_2023-08-25T22:20:12.402392.parquet
      • **/details_harness|hendrycksTest-professional_medicine|5_2