open-llm-leaderboard-old/details_jondurbin__airoboros-65b-gpt4-1.3

该数据集是在Open LLM Leaderboard上对模型`jondurbin/airoboros-65b-gpt4-1.3`进行评估时自动创建的。数据集由64个配置组成，每个配置对应一个评估任务。数据集由2次运行生成，每次运行的结果存储在不同的split中，split以运行的时间戳命名。train split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，并用于在Open LLM Leaderboard上计算和显示聚合指标。

原始信息汇总

数据集概述

数据集来源

该数据集是在模型jondurbin/airoboros-65b-gpt4-1.3的评估运行期间自动创建的，评估结果展示在Open LLM Leaderboard上。

数据集组成

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，每次运行在每个配置中作为一个特定的分割存在，分割名称使用运行的时间戳。"train"分割总是指向最新的结果。

额外配置

一个额外的配置"results"存储所有运行的聚合结果，用于计算并在Open LLM Leaderboard上显示聚合指标。

数据加载示例

以下是加载特定运行详细信息的示例代码： python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_jondurbin__airoboros-65b-gpt4-1.3", "harness_winogrande_5", split="train")

最新结果

以下是2023-10-19T00:22:24.283273运行的最新结果： python { "all": { "em": 0.40635486577181207, "em_stderr": 0.00502985933530148, "f1": 0.49071728187919794, "f1_stderr": 0.0047528105237378505, "acc": 0.4679967304402357, "acc_stderr": 0.010353850140010314 }, "harness|drop|3": { "em": 0.40635486577181207, "em_stderr": 0.00502985933530148, "f1": 0.49071728187919794, "f1_stderr": 0.0047528105237378505 }, "harness|gsm8k|5": { "acc": 0.13646702047005307, "acc_stderr": 0.00945574199881554 }, "harness|winogrande|5": { "acc": 0.7995264404104183, "acc_stderr": 0.011251958281205085 } }

配置详情

以下是数据集的配置详情：

• harness_arc_challenge_25

  • 分割: 2023_08_09T14_21_18.857678
    • 路径: **/details_harness|arc:challenge|25_2023-08-09T14:21:18.857678.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-08-09T14:21:18.857678.parquet

• harness_drop_3

  • 分割: 2023_10_19T00_22_24.283273
    • 路径: **/details_harness|drop|3_2023-10-19T00-22-24.283273.parquet
  • 分割: latest
    • 路径: **/details_harness|drop|3_2023-10-19T00-22-24.283273.parquet

• harness_gsm8k_5

  • 分割: 2023_10_19T00_22_24.283273
    • 路径: **/details_harness|gsm8k|5_2023-10-19T00-22-24.283273.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-19T00-22-24.283273.parquet

• harness_hellaswag_10

  • 分割: 2023_08_09T14_21_18.857678
    • 路径: **/details_harness|hellaswag|10_2023-08-09T14:21:18.857678.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-08-09T14:21:18.857678.parquet

• harness_hendrycksTest_5

  • 分割: 2023_08_09T14_21_18.857678
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-management|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-08-09T14:21:18.857678.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-09T14:21:18.857678.parquet
      • `**/details_harness|hendrycksTest-professional_law|5_2023-0