open-llm-leaderboard/details_openbmb__UltraLM-65b

该数据集是在Open LLM Leaderboard上对模型openbmb/UltraLM-65b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3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Python中的datasets库加载数据集的示例。

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openbmb/UltraLM-65b在Open LLM Leaderboard上的运行过程中自动创建的。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3次运行结果组成，每次运行的结果可以在每个配置中找到，并以运行的时间戳命名。"train"分割总是指向最新的结果。此外，一个额外的配置"results"存储了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_openbmb__UltraLM-65b", "harness_winogrande_5", split="train")

最新结果

以下是2023-09-23T05:14:21.286059运行的最新结果： python { "all": { "em": 0.23804530201342283, "em_stderr": 0.004361481495925771, "f1": 0.2999853187919465, "f1_stderr": 0.004304795126990332, "acc": 0.5694431396390439, "acc_stderr": 0.011961137264223144 }, "harness|drop|3": { "em": 0.23804530201342283, "em_stderr": 0.004361481495925771, "f1": 0.2999853187919465, "f1_stderr": 0.004304795126990332 }, "harness|gsm8k|5": { "acc": 0.32752084912812734, "acc_stderr": 0.012927102210426474 }, "harness|winogrande|5": { "acc": 0.8113654301499605, "acc_stderr": 0.010995172318019811 } }

配置详情

• config_name: harness_arc_challenge_25

  • split: 2023_08_04T22_09_07.792369
    • path: **/details_harness|arc:challenge|25_2023-08-04T22:09:07.792369.parquet
  • split: latest
    • path: **/details_harness|arc:challenge|25_2023-08-04T22:09:07.792369.parquet

• config_name: harness_drop_3

  • split: 2023_09_18T23_27_44.207127
    • path: **/details_harness|drop|3_2023-09-18T23-27-44.207127.parquet
  • split: 2023_09_23T05_14_21.286059
    • path: **/details_harness|drop|3_2023-09-23T05-14-21.286059.parquet
  • split: latest
    • path: **/details_harness|drop|3_2023-09-23T05-14-21.286059.parquet

• config_name: harness_gsm8k_5

  • split: 2023_09_18T23_27_44.207127
    • path: **/details_harness|gsm8k|5_2023-09-18T23-27-44.207127.parquet
  • split: 2023_09_23T05_14_21.286059
    • path: **/details_harness|gsm8k|5_2023-09-23T05-14-21.286059.parquet
  • split: latest
    • path: **/details_harness|gsm8k|5_2023-09-23T05-14-21.286059.parquet

• config_name: harness_hellaswag_10

  • split: 2023_08_04T22_09_07.792369
    • path: **/details_harness|hellaswag|10_2023-08-04T22:09:07.792369.parquet
  • split: latest
    • path: **/details_harness|hellaswag|10_2023-08-04T22:09:07.792369.parquet

• config_name: harness_hendrycksTest_5

  • split: 2023_08_04T22_09_07.792369
    • path:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-management|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-08-04T22:09:07.792369.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-08-04T22:09:07.