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open-llm-leaderboard/details_Corianas__gpt-j-6B-Dolly

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Hugging Face2023-09-23 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/open-llm-leaderboard/details_Corianas__gpt-j-6B-Dolly
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资源简介：
该数据集是在模型Corianas/gpt-j-6B-Dolly的评估过程中自动创建的。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，每次运行的结果都作为特定配置中的一个分割，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，还有一个名为results的配置，存储了所有运行的聚合结果，并用于计算和显示在Open LLM Leaderboard上的聚合指标。
提供机构：
open-llm-leaderboard
原始信息汇总

数据集概述

数据集来源

该数据集是在对模型 Corianas/gpt-j-6B-Dolly 进行评估运行期间自动创建的，评估结果展示在 Open LLM Leaderboard 上。

数据集结构

数据集由64个配置组成，每个配置对应一个评估任务。数据集从2次运行中创建，每次运行的结果可以在每个配置中找到，以运行的时间戳命名的特定分割形式存在。"train" 分割始终指向最新的结果。

数据集加载示例

以下是加载数据集详细信息的示例代码： python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_Corianas__gpt-j-6B-Dolly", "harness_winogrande_5", split="train")

最新结果

以下是 2023-09-23T01:23:52.389948 运行 的最新结果： python { "all": { "em": 0.0026216442953020135, "em_stderr": 0.0005236685642965902, "f1": 0.08095008389261764, "f1_stderr": 0.0017837058432559263, "acc": 0.32814795356315596, "acc_stderr": 0.008022527306282314 }, "harness|drop|3": { "em": 0.0026216442953020135, "em_stderr": 0.0005236685642965902, "f1": 0.08095008389261764, "f1_stderr": 0.0017837058432559263 }, "harness|gsm8k|5": { "acc": 0.009097801364670205, "acc_stderr": 0.002615326510775673 }, "harness|winogrande|5": { "acc": 0.6471981057616417, "acc_stderr": 0.013429728101788956 } }

配置详情

以下是数据集的部分配置详情：

  • config_name: harness_arc_challenge_25

    • data_files:
      • split: 2023_07_19T15_40_52.841362
        • path: **/details_harness|arc:challenge|25_2023-07-19T15:40:52.841362.parquet
      • split: latest
        • path: **/details_harness|arc:challenge|25_2023-07-19T15:40:52.841362.parquet

  • config_name: harness_drop_3

    • data_files:
      • split: 2023_09_23T01_23_52.389948
        • path: **/details_harness|drop|3_2023-09-23T01-23-52.389948.parquet
      • split: latest
        • path: **/details_harness|drop|3_2023-09-23T01-23-52.389948.parquet

  • config_name: harness_gsm8k_5

    • data_files:
      • split: 2023_09_23T01_23_52.389948
        • path: **/details_harness|gsm8k|5_2023-09-23T01-23-52.389948.parquet
      • split: latest
        • path: **/details_harness|gsm8k|5_2023-09-23T01-23-52.389948.parquet

  • config_name: harness_hellaswag_10

    • data_files:
      • split: 2023_07_19T15_40_52.841362
        • path: **/details_harness|hellaswag|10_2023-07-19T15:40:52.841362.parquet
      • split: latest
        • path: **/details_harness|hellaswag|10_2023-07-19T15:40:52.841362.parquet

  • config_name: harness_hendrycksTest_5

    • data_files:
      • split: 2023_07_19T15_40_52.841362
        • path:
          • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-anatomy|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-astronomy|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-college_biology|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-college_physics|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-computer_security|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-econometrics|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-formal_logic|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-global_facts|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-high_school_biology|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-high_school_geography|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-high_school_physics|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-human_aging|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-human_sexuality|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-international_law|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-jurisprudence|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-machine_learning|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-management|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-marketing|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-medical_genetics|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-miscellaneous|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-moral_disputes|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-nutrition|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-philosophy|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-prehistory|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-professional_accounting|5_2023-07-19T15:40:52.841362.parquet
          • **/details_harness|hendrycksTest-professional_law|5_2023-07-19T15:40:52.
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