open-llm-leaderboard/details_EleutherAI__pythia-1.4b-deduped

该数据集是在评估模型EleutherAI/pythia-1.4b-deduped时自动生成的，用于Open LLM Leaderboard的评估。数据集包含64个配置，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results配置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。

原始信息汇总

数据集概述

该数据集是在对模型 EleutherAI/pythia-1.4b-deduped 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_EleutherAI__pythia-1.4b-deduped", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-16T20:03:21.000306 运行的最新结果： python { "all": { "em": 0.0014681208053691276, "em_stderr": 0.0003921042190298455, "f1": 0.04330536912751699, "f1_stderr": 0.0011661836886516016, "acc": 0.29067337732239573, "acc_stderr": 0.008203410149717792 }, "harness|drop|3": { "em": 0.0014681208053691276, "em_stderr": 0.0003921042190298455, "f1": 0.04330536912751699, "f1_stderr": 0.0011661836886516016 }, "harness|gsm8k|5": { "acc": 0.008339651250947688, "acc_stderr": 0.002504942226860525 }, "harness|winogrande|5": { "acc": 0.5730071033938438, "acc_stderr": 0.013901878072575058 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径: **/details_harness|arc:challenge|25_2023-07-19T15:11:31.913251.parquet

• harness_drop_3

  • 分割: 2023_10_16T20_03_21.000306, latest
  • 路径: **/details_harness|drop|3_2023-10-16T20-03-21.000306.parquet

• harness_gsm8k_5

  • 分割: 2023_10_16T20_03_21.000306, latest
  • 路径: **/details_harness|gsm8k|5_2023-10-16T20-03-21.000306.parquet

• harness_hellaswag_10

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径: **/details_harness|hellaswag|10_2023-07-19T15:11:31.913251.parquet

• harness_hendrycksTest_5

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径:
    • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T15:11:31.913251.parquet
    • **/details_harness|hendrycksTest-anatomy|5_2023-07-19T15:11:31.913251.parquet
    • ...（其他路径省略）

• harness_hendrycksTest_abstract_algebra_5

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T15:11:31.913251.parquet

• harness_hendrycksTest_anatomy_5

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-07-19T15:11:31.913251.parquet

• harness_hendrycksTest_astronomy_5

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-07-19T15:11:31.913251.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T15:11:31.913251.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T15:11:31.913251.parquet

• harness_hendrycksTest_college_biology_5

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-07-19T15:11:31.913251.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T15:11:31.913251.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T15:11:31.913251.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T15:11:31.913251.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T15:11:31.913251.parquet

• harness_hendrycksTest_college_physics_5

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-07-19T15:11:31.913251.parquet

• harness_hendrycksTest_computer_security_5

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-07-19T15:11:31.913251.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T15:11:31.913251.parquet

• harness_hendrycksTest_econometrics_5

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-07-19T15:11:31.913251.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T15:11:31.913251.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分割: 2023_07_19T15_11_31.913251, latest
  • 路径: **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T15:11:31.913251.parquet

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