open-llm-leaderboard/details_jondurbin__airoboros-13b-gpt4-1.2

该数据集是在模型 jondurbin/airoboros-13b-gpt4-1.2 在 Open LLM Leaderboard 上的评估运行期间自动创建的。它由 64 个配置组成，每个配置对应一个被评估的任务。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。可以使用 Hugging Face 的 datasets 库加载该数据集，如提供的 Python 代码片段所示。README 中还包含了特定运行的最新结果。

原始信息汇总

数据集概述

该数据集是在模型 jondurbin/airoboros-13b-gpt4-1.2 的评估运行期间自动创建的，用于 Open LLM Leaderboard。

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 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_jondurbin__airoboros-13b-gpt4-1.2", "harness_winogrande_5", split="train")

最新结果

以下是 最新结果来自 2023-10-22T14:40:33.943604：

python { "all": { "em": 0.15058724832214765, "em_stderr": 0.0036626307588979133, "f1": 0.23444735738255124, "f1_stderr": 0.0038225888705093877, "acc": 0.3875254087996874, "acc_stderr": 0.008846716230878262 }, "harness|drop|3": { "em": 0.15058724832214765, "em_stderr": 0.0036626307588979133, "f1": 0.23444735738255124, "f1_stderr": 0.0038225888705093877 }, "harness|gsm8k|5": { "acc": 0.03866565579984837, "acc_stderr": 0.005310583162098057 }, "harness|winogrande|5": { "acc": 0.7363851617995264, "acc_stderr": 0.012382849299658468 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_08_08T16_30_54.666382
    • 路径：**/details_harness|arc:challenge|25_2023-08-08T16:30:54.666382.parquet
  • 分割：latest
    • 路径：**/details_harness|arc:challenge|25_2023-08-08T16:30:54.666382.parquet

• harness_drop_3

  • 分割：2023_10_22T14_40_33.943604
    • 路径：**/details_harness|drop|3_2023-10-22T14-40-33.943604.parquet
  • 分割：latest
    • 路径：**/details_harness|drop|3_2023-10-22T14-40-33.943604.parquet

• harness_gsm8k_5

  • 分割：2023_10_22T14_40_33.943604
    • 路径：**/details_harness|gsm8k|5_2023-10-22T14-40-33.943604.parquet
  • 分割：latest
    • 路径：**/details_harness|gsm8k|5_2023-10-22T14-40-33.943604.parquet

• harness_hellaswag_10

  • 分割：2023_08_08T16_30_54.666382
    • 路径：**/details_harness|hellaswag|10_2023-08-08T16:30:54.666382.parquet
  • 分割：latest
    • 路径：**/details_harness|hellaswag|10_2023-08-08T16:30:54.666382.parquet

• harness_hendrycksTest_5

  • 分割：2023_08_08T16_30_54.666382
    • 路径：
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-management|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-08-08T16:30:54.666382.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-08T16:30:54.666382.parquet
      • `**/details_harness|hendrycksTest-professional_law|5_2023-08-08T16:30:54.6663