open-llm-leaderboard/details_jondurbin__airoboros-l2-13b-3.0

该数据集是在模型[jondurbin/airoboros-l2-13b-3.0](https://huggingface.co/jondurbin/airoboros-l2-13b-3.0)的评估过程中自动创建的。数据集由64个配置组成，每个配置对应一个评估任务。数据集是从2次运行中创建的，每次运行的结果都存储为特定的分割，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，还有一个名为results的配置，存储了所有运行的聚合结果，并用于计算和显示在[Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)上的聚合指标。

原始信息汇总

数据集概述

该数据集是在对模型 jondurbin/airoboros-l2-13b-3.0 进行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-l2-13b-3.0", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-24T07:06:03.975558 运行的最新结果：

python { "all": { "em": 0.20868288590604026, "em_stderr": 0.004161580956848853, "f1": 0.26992973993288605, "f1_stderr": 0.004166447885566019, "acc": 0.4255516933315701, "acc_stderr": 0.009918265858821027 }, "harness|drop|3": { "em": 0.20868288590604026, "em_stderr": 0.004161580956848853, "f1": 0.26992973993288605, "f1_stderr": 0.004166447885566019 }, "harness|gsm8k|5": { "acc": 0.08946171341925702, "acc_stderr": 0.007861583049939738 }, "harness|winogrande|5": { "acc": 0.7616416732438832, "acc_stderr": 0.011974948667702314 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_10_08T18_14_31.712178
  • 路径：**/details_harness|arc:challenge|25_2023-10-08T18-14-31.712178.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-10-08T18-14-31.712178.parquet

• harness_drop_3

  • 分割：2023_10_24T07_06_03.975558
  • 路径：**/details_harness|drop|3_2023-10-24T07-06-03.975558.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-10-24T07-06-03.975558.parquet

• harness_gsm8k_5

  • 分割：2023_10_24T07_06_03.975558
  • 路径：**/details_harness|gsm8k|5_2023-10-24T07-06-03.975558.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-10-24T07-06-03.975558.parquet

• harness_hellaswag_10

  • 分割：2023_10_08T18_14_31.712178
  • 路径：**/details_harness|hellaswag|10_2023-10-08T18-14-31.712178.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-10-08T18-14-31.712178.parquet

• harness_hendrycksTest_5

  • 分割：2023_10_08T18_14_31.712178
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-10-08T18-14-31.712178.parquet 等 50 个文件
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-10-08T18-14-31.712178.parquet 等 50 个文件

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_10_08T18_14_31.712178
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-10-08T18-14-31.712178.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-10-08T18-14-31.712178.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_10_08T18_14_31.712178
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-10-08T18-14-31.712178.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-10-08T18-14-31.712178.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_10_08T18_14_31.712178
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-10-08T18-14-31.712178.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-10-08T18-14-31.712178.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_10_08T18_14_31.712178
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-10-08T18-14-31.712178.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-10-08T18-14-31.712178.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_10_08T18_14_31.712178
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-08T18-14-31.712178.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-08T18-14-31.712178.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_10_08T18_14_31.712178
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-10-08T18-14-31.712178.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-10-08T18-14-31.712178.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_10_08T18_14_31.712178
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-10-08T18-14-31.712178.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-10-08T18-14-31.712178.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_10_08T18_14_31.712178
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-10-08T18-14-31.712178.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-10-08T18-14-31.712178.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_10_08T18_14_31.712178
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-10-08T18-14-31.712178.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-10-08T18-14-31.712178.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_10_08T18_14_31.712178
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-10-08T18-14-31.712178.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-10-08T18-14-31.712178.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_10_08T18_14_31.712178
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-10-08T18-14-31.712178.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-10-08T18-14-31.712178.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_10_08T18_14_31.712178
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-10-08T18-14-31.712178.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-10-08T18-14-31.712178.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_10_08T18_14_31.712178
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-10-08T18-14-31.712178.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-10-08T18-14-31.712178.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_10_08T18_14_31.712178
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-10-08T18-14-31.712178.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-10-08T18-14-31.712178.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_10_08T18_14_31.712178
  • 路径：`**/details_harness|hendrycksTest-electrical_engineering|5_2023-10-08T18-14-31.712178.parquet