open-llm-leaderboard-old/details_wei123602__llama2-13b-FINETUNE3_TEST2

该数据集是在模型wei123602/llama2-13b-FINETUNE3_TEST2的评估运行期间自动创建的，用于Open LLM Leaderboard的评估。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3次运行中创建的，每次运行都作为特定配置中的一个分割，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Open LLM Leaderboard上的聚合指标。

原始信息汇总

数据集概述

数据集创建

• 数据集是在模型 wei123602/llama2-13b-FINETUNE3_TEST2 在 Open LLM Leaderboard 上的评估运行期间自动创建的。

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 3 次运行中创建，每次运行可以在每个配置中找到一个特定的分割，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_wei123602__llama2-13b-FINETUNE3_TEST2", "harness_winogrande_5", split="train")

最新结果

• 这些是最新的结果，来自 2023-10-28T09:53:17.709619 的运行： python { "all": { "em": 0.2633179530201342, "em_stderr": 0.004510450588757746, "f1": 0.3047556627516783, "f1_stderr": 0.004459334625484884, "acc": 0.4441419290522286, "acc_stderr": 0.010548755752104734 }, "harness|drop|3": { "em": 0.2633179530201342, "em_stderr": 0.004510450588757746, "f1": 0.3047556627516783, "f1_stderr": 0.004459334625484884 }, "harness|gsm8k|5": { "acc": 0.12585291887793784, "acc_stderr": 0.009136212598406319 }, "harness|winogrande|5": { "acc": 0.7624309392265194, "acc_stderr": 0.01196129890580315 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_09_14T13_51_34.438102, latest
  • 路径: **/details_harness|arc:challenge|25_2023-09-14T13-51-34.438102.parquet

• harness_drop_3

  • 分割: 2023_10_28T06_56_58.916586, 2023_10_28T09_53_17.709619, latest
  • 路径: **/details_harness|drop|3_2023-10-28T06-56-58.916586.parquet, **/details_harness|drop|3_2023-10-28T09-53-17.709619.parquet

• harness_gsm8k_5

  • 分割: 2023_10_28T06_56_58.916586, 2023_10_28T09_53_17.709619, latest
  • 路径: **/details_harness|gsm8k|5_2023-10-28T06-56-58.916586.parquet, **/details_harness|gsm8k|5_2023-10-28T09-53-17.709619.parquet

• harness_hellaswag_10

  • 分割: 2023_09_14T13_51_34.438102, latest
  • 路径: **/details_harness|hellaswag|10_2023-09-14T13-51-34.438102.parquet

• harness_hendrycksTest_5

  • 分割: 2023_09_14T13_51_34.438102, latest
  • 路径: 多个路径，详见原文

• harness_hendrycksTest_abstract_algebra_5

  • 分割: 2023_09_14T13_51_34.438102, latest
  • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-09-14T13-51-34.438102.parquet

• harness_hendrycksTest_anatomy_5

  • 分割: 2023_09_14T13_51_34.438102, latest
  • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-09-14T13-51-34.438102.parquet

• harness_hendrycksTest_astronomy_5

  • 分割: 2023_09_14T13_51_34.438102, latest
  • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-09-14T13-51-34.438102.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割: 2023_09_14T13_51_34.438102, latest
  • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-09-14T13-51-34.438102.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割: 2023_09_14T13_51_34.438102, latest
  • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-14T13-51-34.438102.parquet

• harness_hendrycksTest_college_biology_5

  • 分割: 2023_09_14T13_51_34.438102, latest
  • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-09-14T13-51-34.438102.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割: 2023_09_14T13_51_34.438102, latest
  • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-09-14T13-51-34.438102.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割: 2023_09_14T13_51_34.438102, latest
  • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-09-14T13-51-34.438102.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割: 2023_09_14T13_51_34.438102, latest
  • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-09-14T13-51-34.438102.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割: 2023_09_14T13_51_34.438102, latest
  • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-09-14T13-51-34.438102.parquet

• harness_hendrycksTest_college_physics_5

  • 分割: 2023_09_14T13_51_34.438102, latest
  • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-09-14T13-51-34.438102.parquet

• harness_hendrycksTest_computer_security_5

  • 分割: 2023_09_14T13_51_34.438102, latest
  • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-09-14T13-51-34.438102.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割: 2023_09_14T13_51_34.438102, latest
  • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-09-14T13-51-34.438102.parquet

• harness_hendrycksTest_econometrics_5

  • 分割: 2023_09_14T13_51_34.438102, latest
  • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-09-14T13-51-34.438102.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割: 2023_09_14T13_51_34.438102, latest
  • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-09-14T13-51-34.438102.parquet

以上是数据集的详细概述，包括数据集的创建背景、结构、加载示例、最新结果以及各个配置的详细信息。