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open-llm-leaderboard/details_lgaalves__gpt2_platypus-dolly-guanaco

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Hugging Face2023-09-28 更新2024-03-04 收录
下载链接:
https://hf-mirror.com/datasets/open-llm-leaderboard/details_lgaalves__gpt2_platypus-dolly-guanaco
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资源简介:
该数据集是在模型lgaalves/gpt2_platypus-dolly-guanaco在Open LLM Leaderboard上的评估运行期间自动创建的。数据集由64个配置组成,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,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。README还提供了如何使用`datasets`库中的`load_dataset`函数加载数据集的示例。
提供机构:
open-llm-leaderboard
原始信息汇总

数据集概述

该数据集是在评估模型 lgaalves/gpt2_platypus-dolly-guanacoOpen LLM Leaderboard 上的自动创建的。

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" 分割总是指向最新的结果。
  • 额外的配置 "results" 存储所有运行的聚合结果,用于计算和显示 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_lgaalves__gpt2_platypus-dolly-guanaco", "harness_winogrande_5", split="train")

最新结果

以下是 2023-09-28T14:27:44.520216 运行的最新结果: python { "all": { "em": 0.002307046979865772, "em_stderr": 0.0004913221265094559, "f1": 0.04980704697986585, "f1_stderr": 0.0013966099124026671, "acc": 0.2517758484609313, "acc_stderr": 0.007026065573457924 }, "harness|drop|3": { "em": 0.002307046979865772, "em_stderr": 0.0004913221265094559, "f1": 0.04980704697986585, "f1_stderr": 0.0013966099124026671 }, "harness|gsm8k|5": { "acc": 0.0, "acc_stderr": 0.0 }, "harness|winogrande|5": { "acc": 0.5035516969218626, "acc_stderr": 0.014052131146915848 } }

配置详情

以下是数据集的部分配置详情:

  • harness_arc_challenge_25

    • 分割:2023_08_31T20_05_00.341927
      • 路径:**/details_harness|arc:challenge|25_2023-08-31T20:05:00.341927.parquet
    • 分割:latest
      • 路径:**/details_harness|arc:challenge|25_2023-08-31T20:05:00.341927.parquet
  • harness_drop_3

    • 分割:2023_09_28T14_27_44.520216
      • 路径:**/details_harness|drop|3_2023-09-28T14-27-44.520216.parquet
    • 分割:latest
      • 路径:**/details_harness|drop|3_2023-09-28T14-27-44.520216.parquet
  • harness_gsm8k_5

    • 分割:2023_09_28T14_27_44.520216
      • 路径:**/details_harness|gsm8k|5_2023-09-28T14-27-44.520216.parquet
    • 分割:latest
      • 路径:**/details_harness|gsm8k|5_2023-09-28T14-27-44.520216.parquet
  • harness_hellaswag_10

    • 分割:2023_08_31T20_05_00.341927
      • 路径:**/details_harness|hellaswag|10_2023-08-31T20:05:00.341927.parquet
    • 分割:latest
      • 路径:**/details_harness|hellaswag|10_2023-08-31T20:05:00.341927.parquet
  • harness_hendrycksTest_5

    • 分割:2023_08_31T20_05_00.341927
      • 路径:多个文件路径,例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-31T20:05:00.341927.parquet
    • 分割:latest
      • 路径:多个文件路径,例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-31T20:05:00.341927.parquet
  • harness_hendrycksTest_abstract_algebra_5

    • 分割:2023_08_31T20_05_00.341927
      • 路径:**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-31T20:05:00.341927.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-31T20:05:00.341927.parquet
  • harness_hendrycksTest_anatomy_5

    • 分割:2023_08_31T20_05_00.341927
      • 路径:**/details_harness|hendrycksTest-anatomy|5_2023-08-31T20:05:00.341927.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-anatomy|5_2023-08-31T20:05:00.341927.parquet
  • harness_hendrycksTest_astronomy_5

    • 分割:2023_08_31T20_05_00.341927
      • 路径:**/details_harness|hendrycksTest-astronomy|5_2023-08-31T20:05:00.341927.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-astronomy|5_2023-08-31T20:05:00.341927.parquet
  • harness_hendrycksTest_business_ethics_5

    • 分割:2023_08_31T20_05_00.341927
      • 路径:**/details_harness|hendrycksTest-business_ethics|5_2023-08-31T20:05:00.341927.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-business_ethics|5_2023-08-31T20:05:00.341927.parquet
  • harness_hendrycksTest_clinical_knowledge_5

    • 分割:2023_08_31T20_05_00.341927
      • 路径:**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-31T20:05:00.341927.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-31T20:05:00.341927.parquet
  • harness_hendrycksTest_college_biology_5

    • 分割:2023_08_31T20_05_00.341927
      • 路径:**/details_harness|hendrycksTest-college_biology|5_2023-08-31T20:05:00.341927.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-college_biology|5_2023-08-31T20:05:00.341927.parquet
  • harness_hendrycksTest_college_chemistry_5

    • 分割:2023_08_31T20_05_00.341927
      • 路径:**/details_harness|hendrycksTest-college_chemistry|5_2023-08-31T20:05:00.341927.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-college_chemistry|5_2023-08-31T20:05:00.341927.parquet
  • harness_hendrycksTest_college_computer_science_5

    • 分割:2023_08_31T20_05_00.341927
      • 路径:**/details_harness|hendrycksTest-college_computer_science|5_2023-08-31T20:05:00.341927.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-college_computer_science|5_2023-08-31T20:05:00.341927.parquet
  • harness_hendrycksTest_college_mathematics_5

    • 分割:2023_08_31T20_05_00.341927
      • 路径:**/details_harness|hendrycksTest-college_mathematics|5_2023-08-31T20:05:00.341927.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-college_mathematics|5_2023-08-31T20:05:00.341927.parquet
  • harness_hendrycksTest_college_medicine_5

    • 分割:2023_08_31T20_05_00.341927
      • 路径:**/details_harness|hendrycksTest-college_medicine|5_2023-08-31T20:05:00.341927.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-college_medicine|5_2023-08-31T20:05:00.341927.parquet
  • harness_hendrycksTest_college_physics_5

    • 分割:2023_08_31T20_05_00.341927
      • 路径:**/details_harness|hendrycksTest-college_physics|5_2023-08-31T20:05:00.341927.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-college_physics|5_2023-08-31T20:05:00.341927.parquet
  • harness_hendrycksTest_computer_security_5

    • 分割:2023_08_31T20_05_00.341927
      • 路径:**/details_harness|hendrycksTest-computer_security|5_2023-08-31T20:05:00.341927.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-computer_security|5_2023-08-31T20:05:00.341927.parquet
  • harness_hendrycksTest_conceptual_physics_5

    • 分割:2023_08_31T20_05_00.341927
      • 路径:**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-31T20:05:00.341927.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-31T20:05:00.341927.parquet
  • harness_hendrycksTest_econometrics_5

    • 分割:2023_08_31T20_05_00.341927
      • 路径:**/details_harness|hendrycksTest-econometrics|5_2023-08-31T20:05:00.341927.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-econometrics|5_2023-08-31T20:05:00.341927.parquet
  • harness_hendrycksTest_electrical_engineering_5

    • 分割:2023_08_31T20_05_00.341927
      • 路径:**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-31T20:05:00.341927.parquet
    • 分割:latest
      • 路径:`**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-3
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