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open-llm-leaderboard-old/details_MBZUAI__LaMini-GPT-1.5B

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Hugging Face2023-10-18 更新2024-06-22 收录
下载链接：
https://hf-mirror.com/datasets/open-llm-leaderboard-old/details_MBZUAI__LaMini-GPT-1.5B
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资源简介：
该数据集是在Open LLM Leaderboard上对模型MBZUAI/LaMini-GPT-1.5B进行评估时自动创建的。数据集由64个配置组成，每个配置对应一个评估任务。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，分割名称使用运行的时间戳。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，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`datasets`库中的`load_dataset`函数加载运行细节的示例。

该数据集是在Open LLM Leaderboard上对模型MBZUAI/LaMini-GPT-1.5B进行评估时自动创建的。数据集由64个配置组成，每个配置对应一个评估任务。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，分割名称使用运行的时间戳。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，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`datasets`库中的`load_dataset`函数加载运行细节的示例。
提供机构：
open-llm-leaderboard-old
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 MBZUAI/LaMini-GPT-1.5B 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。
  • 数据集由 2 次运行创建，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。
  • 一个额外的配置 "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_MBZUAI__LaMini-GPT-1.5B", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-18T04:41:54.812526 运行的最新结果： python { "all": { "em": 0.04383389261744967, "em_stderr": 0.0020965795420484303, "f1": 0.12851510067114089, "f1_stderr": 0.00259878917049905, "acc": 0.27940015785319655, "acc_stderr": 0.006977487536417363 }, "harness|drop|3": { "em": 0.04383389261744967, "em_stderr": 0.0020965795420484303, "f1": 0.12851510067114089, "f1_stderr": 0.00259878917049905 }, "harness|gsm8k|5": { "acc": 0.0, "acc_stderr": 0.0 }, "harness|winogrande|5": { "acc": 0.5588003157063931, "acc_stderr": 0.013954975072834726 } }

配置详情

  • harness_arc_challenge_25

    • 分割: 2023_07_19T15_24_24.241111
    • 路径: **/details_harness|arc:challenge|25_2023-07-19T15:24:24.241111.parquet
    • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-07-19T15:24:24.241111.parquet

  • harness_drop_3

    • 分割: 2023_10_18T04_41_54.812526
    • 路径: **/details_harness|drop|3_2023-10-18T04-41-54.812526.parquet
    • 分割: latest
    • 路径: **/details_harness|drop|3_2023-10-18T04-41-54.812526.parquet

  • harness_gsm8k_5

    • 分割: 2023_10_18T04_41_54.812526
    • 路径: **/details_harness|gsm8k|5_2023-10-18T04-41-54.812526.parquet
    • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-18T04-41-54.812526.parquet

  • harness_hellaswag_10

    • 分割: 2023_07_19T15_24_24.241111
    • 路径: **/details_harness|hellaswag|10_2023-07-19T15:24:24.241111.parquet
    • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-07-19T15:24:24.241111.parquet

  • harness_hendrycksTest_5

    • 分割: 2023_07_19T15_24_24.241111
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-management|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-professional_law|5_2023-07-19T15:24:24.241111.parquet
      • **/details_harness|hendrycksTest-professional_medicine|5_2023-07-19T15:24:24.24
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