open-llm-leaderboard/details_jlevin__guanaco-13b-llama-2

该数据集是在模型 jlevin/guanaco-13b-llama-2 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，每个配置对应一个特定的评估任务。数据集是从 2 次运行中生成的，每次运行在每个配置中表示为特定的拆分。train 拆分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。

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 jlevin/guanaco-13b-llama-2 在 Open LLM Leaderboard 上的自动创建的。数据集包含64个配置，每个配置对应一个评估任务。

数据集结构

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。

数据集加载

要加载特定运行的详细信息，可以使用以下代码： python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_jlevin__guanaco-13b-llama-2", "harness_winogrande_5", split="train")

最新结果

以下是 2023-09-22T21:26:51.366980 运行的最新结果： python { "all": { "em": 0.002202181208053691, "em_stderr": 0.00048005108166193844, "f1": 0.05864932885906048, "f1_stderr": 0.0013800780436743112, "acc": 0.4005539821430815, "acc_stderr": 0.009346120664291423 }, "harness|drop|3": { "em": 0.002202181208053691, "em_stderr": 0.00048005108166193844, "f1": 0.05864932885906048, "f1_stderr": 0.0013800780436743112 }, "harness|gsm8k|5": { "acc": 0.0576194086429113, "acc_stderr": 0.006418593319822861 }, "harness|winogrande|5": { "acc": 0.7434885556432518, "acc_stderr": 0.012273648008759986 } }

配置详情

以下是数据集的配置详情：

• config_name: harness_arc_challenge_25

  • data_files:
    • split: 2023_08_09T17_17_23.827759
      • path: **/details_harness|arc:challenge|25_2023-08-09T17:17:23.827759.parquet
    • split: latest
      • path: **/details_harness|arc:challenge|25_2023-08-09T17:17:23.827759.parquet

• config_name: harness_drop_3

  • data_files:
    • split: 2023_09_22T21_26_51.366980
      • path: **/details_harness|drop|3_2023-09-22T21-26-51.366980.parquet
    • split: latest
      • path: **/details_harness|drop|3_2023-09-22T21-26-51.366980.parquet

• config_name: harness_gsm8k_5

  • data_files:
    • split: 2023_09_22T21_26_51.366980
      • path: **/details_harness|gsm8k|5_2023-09-22T21-26-51.366980.parquet
    • split: latest
      • path: **/details_harness|gsm8k|5_2023-09-22T21-26-51.366980.parquet

• config_name: harness_hellaswag_10

  • data_files:
    • split: 2023_08_09T17_17_23.827759
      • path: **/details_harness|hellaswag|10_2023-08-09T17:17:23.827759.parquet
    • split: latest
      • path: **/details_harness|hellaswag|10_2023-08-09T17:17:23.827759.parquet

• config_name: harness_hendrycksTest_5

  • data_files:
    • split: 2023_08_09T17_17_23.827759
      • path:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-international_law|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-management|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-marketing|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-09T17:17:23.827759.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2023-08-09T17:17:23.827759.par