open-llm-leaderboard-old/details_h2oai__h2ogpt-gm-oasst1-multilang-1024-20b

该数据集是在Open LLM Leaderboard上对模型h2oai/h2ogpt-gm-oasst1-multilang-1024-20b进行评估时自动创建的。数据集由64个配置组成，每个配置对应一个被评估的任务。数据集由2次运行创建，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。README还提供了如何使用Python中的datasets库加载运行细节的示例。

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 h2oai/h2ogpt-gm-oasst1-multilang-1024-20b 在 Open LLM Leaderboard 上的运行过程中自动创建的。

数据集结构

• 该数据集包含 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。
• 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_h2oai__h2ogpt-gm-oasst1-multilang-1024-20b", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-21T21:24:46.417181 运行的最新结果： python { "all": { "em": 0.003355704697986577, "em_stderr": 0.0005922452850005271, "f1": 0.056043414429530265, "f1_stderr": 0.0013596034176909157, "acc": 0.3531399801217468, "acc_stderr": 0.008551128750555435 }, "harness|drop|3": { "em": 0.003355704697986577, "em_stderr": 0.0005922452850005271, "f1": 0.056043414429530265, "f1_stderr": 0.0013596034176909157 }, "harness|gsm8k|5": { "acc": 0.021986353297952996, "acc_stderr": 0.004039162758110061 }, "harness|winogrande|5": { "acc": 0.6842936069455406, "acc_stderr": 0.01306309474300081 } }

配置详情

以下是数据集的配置详情：

配置列表

• harness_arc_challenge_25

  • 分割: 2023_07_19T21_26_27.370097
  • 路径: **/details_harness|arc:challenge|25_2023-07-19T21:26:27.370097.parquet
  • 分割: latest
  • 路径: **/details_harness|arc:challenge|25_2023-07-19T21:26:27.370097.parquet

• harness_drop_3

  • 分割: 2023_10_21T21_24_46.417181
  • 路径: **/details_harness|drop|3_2023-10-21T21-24-46.417181.parquet
  • 分割: latest
  • 路径: **/details_harness|drop|3_2023-10-21T21-24-46.417181.parquet

• harness_gsm8k_5

  • 分割: 2023_10_21T21_24_46.417181
  • 路径: **/details_harness|gsm8k|5_2023-10-21T21-24-46.417181.parquet
  • 分割: latest
  • 路径: **/details_harness|gsm8k|5_2023-10-21T21-24-46.417181.parquet

• harness_hellaswag_10

  • 分割: 2023_07_19T21_26_27.370097
  • 路径: **/details_harness|hellaswag|10_2023-07-19T21:26:27.370097.parquet
  • 分割: latest
  • 路径: **/details_harness|hellaswag|10_2023-07-19T21:26:27.370097.parquet

• harness_hendrycksTest_5

  • 分割: 2023_07_19T21_26_27.370097
  • 路径:
    • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-anatomy|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-astronomy|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-college_biology|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-college_physics|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-computer_security|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-econometrics|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-formal_logic|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-global_facts|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-high_school_biology|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-high_school_geography|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-high_school_physics|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-human_aging|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-human_sexuality|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-international_law|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-jurisprudence|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-machine_learning|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-management|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-marketing|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-medical_genetics|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-miscellaneous|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-moral_disputes|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-nutrition|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-philosophy|5_2023-07-19T21:26:27.370097.parquet
    • **/details_harness|hendrycksTest-prehistory|5_2023-07-19T21:26:27.370097.parquet
    • `**/details_harness|hendrycksTest-professional_accounting|5_2023-07-