open-llm-leaderboard/details_jondurbin__airoboros-l2-13b-gpt4-1.4.1

该数据集是在Open LLM Leaderboard上对模型jondurbin/airoboros-l2-13b-gpt4-1.4.1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次运行创建，每次运行的结果作为一个特定的分割，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，还有一个名为"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。

原始信息汇总

数据集概述

数据集简介

该数据集是在对模型 jondurbin/airoboros-l2-13b-gpt4-1.4.1 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

数据集结构

• 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，每次运行作为一个特定的分割存储，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-l2-13b-gpt4-1.4.1", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-22T19:03:13.374959 运行 的最新结果： python { "all": { "em": 0.0026216442953020135, "em_stderr": 0.0005236685642965807, "f1": 0.07133494127516771, "f1_stderr": 0.0015039896976380969, "acc": 0.40148895416572666, "acc_stderr": 0.00972321783657909 }, "harness|drop|3": { "em": 0.0026216442953020135, "em_stderr": 0.0005236685642965807, "f1": 0.07133494127516771, "f1_stderr": 0.0015039896976380969 }, "harness|gsm8k|5": { "acc": 0.06974981046247157, "acc_stderr": 0.00701638957101385 }, "harness|winogrande|5": { "acc": 0.7332280978689818, "acc_stderr": 0.012430046102144331 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_07_24T15_17_43.655120
  • 路径：**/details_harness|arc:challenge|25_2023-07-24T15:17:43.655120.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-07-24T15:17:43.655120.parquet

• harness_drop_3

  • 分割：2023_10_22T19_03_13.374959
  • 路径：**/details_harness|drop|3_2023-10-22T19-03-13.374959.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-10-22T19-03-13.374959.parquet

• harness_gsm8k_5

  • 分割：2023_10_22T19_03_13.374959
  • 路径：**/details_harness|gsm8k|5_2023-10-22T19-03-13.374959.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-10-22T19-03-13.374959.parquet

• harness_hellaswag_10

  • 分割：2023_07_24T15_17_43.655120
  • 路径：**/details_harness|hellaswag|10_2023-07-24T15:17:43.655120.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-07-24T15:17:43.655120.parquet

• harness_hendrycksTest_5

  • 分割：2023_07_24T15_17_43.655120
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-24T15:17:43.655120.parquet 等 40 个文件
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-24T15:17:43.655120.parquet 等 40 个文件

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_07_24T15_17_43.655120
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-24T15:17:43.655120.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-24T15:17:43.655120.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_07_24T15_17_43.655120
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-24T15:17:43.655120.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-24T15:17:43.655120.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_07_24T15_17_43.655120
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-24T15:17:43.655120.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-24T15:17:43.655120.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_07_24T15_17_43.655120
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-24T15:17:43.655120.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-24T15:17:43.655120.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_07_24T15_17_43.655120
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-24T15:17:43.655120.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-24T15:17:43.655120.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_07_24T15_17_43.655120
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-24T15:17:43.655120.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-24T15:17:43.655120.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_07_24T15_17_43.655120
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-24T15:17:43.655120.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-24T15:17:43.655120.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_07_24T15_17_43.655120
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-24T15:17:43.655120.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-24T15:17:43.655120.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_07_24T15_17_43.655120
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-24T15:17:43.655120.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-24T15:17:43.655120.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_07_24T15_17_43.655120
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-24T15:17:43.655120.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-24T15:17:43.655120.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_07_24T15_17_43.655120
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-24T15:17:43.655120.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-24T15:17:43.655120.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_07_24T15_17_43.655120
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-24T15:17:43.655120.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-24T15:17:43.655120.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_07_24T15_17_43.655120
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-24T15:17:43.655120.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-24T15:17:43.655120.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_07_24T15_17_43.655120
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-24T15:17:43.655120.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-24T15:17:43.655120.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_07_24T15_17_43.655120
  • 路径：`**/details_harness|hendrycksTest-electrical_engineering|5_20