open-llm-leaderboard-old/details_KoboldAI__GPT-J-6B-Skein

该数据集是在评估模型KoboldAI/GPT-J-6B-Skein时自动创建的，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，results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

数据集简介

该数据集是在对模型 KoboldAI/GPT-J-6B-Skein 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_KoboldAI__GPT-J-6B-Skein", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-18T23:06:33.699776 运行 的最新结果： python { "all": { "em": 0.0008389261744966443, "em_stderr": 0.0002964962989801232, "f1": 0.04856333892617463, "f1_stderr": 0.0012019515785831486, "acc": 0.32646051605668597, "acc_stderr": 0.008392267793964117 }, "harness|drop|3": { "em": 0.0008389261744966443, "em_stderr": 0.0002964962989801232, "f1": 0.04856333892617463, "f1_stderr": 0.0012019515785831486 }, "harness|gsm8k|5": { "acc": 0.014404852160727824, "acc_stderr": 0.0032820559171369505 }, "harness|winogrande|5": { "acc": 0.6385161799526441, "acc_stderr": 0.013502479670791283 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|arc:challenge|25_2023-07-19T15:49:07.734333.parquet

• harness_drop_3

  • 分割：2023_10_18T23_06_33.699776, latest
  • 路径：**/details_harness|drop|3_2023-10-18T23-06-33.699776.parquet

• harness_gsm8k_5

  • 分割：2023_10_18T23_06_33.699776, latest
  • 路径：**/details_harness|gsm8k|5_2023-10-18T23-06-33.699776.parquet

• harness_hellaswag_10

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|hellaswag|10_2023-07-19T15:49:07.734333.parquet

• harness_hendrycksTest_5

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T15:49:07.734333.parquet 等

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T15:49:07.734333.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-19T15:49:07.734333.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-19T15:49:07.734333.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-19T15:49:07.734333.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T15:49:07.734333.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-19T15:49:07.734333.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T15:49:07.734333.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T15:49:07.734333.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T15:49:07.734333.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-19T15:49:07.734333.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-19T15:49:07.734333.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-19T15:49:07.734333.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T15:49:07.734333.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-19T15:49:07.734333.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T15:49:07.734333.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分割：2023_07_19T15_49_07.734333, latest
  • 路径：**/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T15:49:07.734333.parquet

以上是对数据集的概述和详细配置信息。