open-llm-leaderboard-old/details_TaylorAI__Flash-Llama-7B

该数据集是在Open LLM Leaderboard上对模型TaylorAI/Flash-Llama-7B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次运行生成，每次运行在每个配置中表示为特定的分割。train分割始终指向最新的结果。此外，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。README还提供了如何使用Python中的`datasets`库加载数据集的示例，并包含了特定运行的最新结果。

原始信息汇总

数据集概述

该数据集是在对模型 TaylorAI/Flash-Llama-7B 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。
• 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_TaylorAI__Flash-Llama-7B", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-16T01:12:13.431945 运行的最新结果： python { "all": { "em": 0.0012583892617449664, "em_stderr": 0.00036305608931194434, "f1": 0.05596057046979866, "f1_stderr": 0.0013184783891280838, "acc": 0.4057988012013119, "acc_stderr": 0.00970458141675358 }, "harness|drop|3": { "em": 0.0012583892617449664, "em_stderr": 0.00036305608931194434, "f1": 0.05596057046979866, "f1_stderr": 0.0013184783891280838 }, "harness|gsm8k|5": { "acc": 0.0712661106899166, "acc_stderr": 0.007086462127954491 }, "harness|winogrande|5": { "acc": 0.7403314917127072, "acc_stderr": 0.012322700705552667 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_08_25T21_56_25.848117
  • 路径：**/details_harness|arc:challenge|25_2023-08-25T21:56:25.848117.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-08-25T21:56:25.848117.parquet

• harness_drop_3

  • 分割：2023_10_16T01_12_13.431945
  • 路径：**/details_harness|drop|3_2023-10-16T01-12-13.431945.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-10-16T01-12-13.431945.parquet

• harness_gsm8k_5

  • 分割：2023_10_16T01_12_13.431945
  • 路径：**/details_harness|gsm8k|5_2023-10-16T01-12-13.431945.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-10-16T01-12-13.431945.parquet

• harness_hellaswag_10

  • 分割：2023_08_25T21_56_25.848117
  • 路径：**/details_harness|hellaswag|10_2023-08-25T21:56:25.848117.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-08-25T21:56:25.848117.parquet

• harness_hendrycksTest_5

  • 分割：2023_08_25T21_56_25.848117
  • 路径：多个文件路径
  • 分割：latest
  • 路径：多个文件路径

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_08_25T21_56_25.848117
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-25T21:56:25.848117.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-25T21:56:25.848117.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_08_25T21_56_25.848117
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-08-25T21:56:25.848117.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-08-25T21:56:25.848117.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_08_25T21_56_25.848117
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-08-25T21:56:25.848117.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-08-25T21:56:25.848117.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_08_25T21_56_25.848117
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-08-25T21:56:25.848117.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-08-25T21:56:25.848117.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_08_25T21_56_25.848117
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-25T21:56:25.848117.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-25T21:56:25.848117.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_08_25T21_56_25.848117
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-08-25T21:56:25.848117.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-08-25T21:56:25.848117.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_08_25T21_56_25.848117
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-08-25T21:56:25.848117.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-08-25T21:56:25.848117.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_08_25T21_56_25.848117
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-08-25T21:56:25.848117.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-08-25T21:56:25.848117.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_08_25T21_56_25.848117
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-08-25T21:56:25.848117.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-08-25T21:56:25.848117.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_08_25T21_56_25.848117
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-08-25T21:56:25.848117.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-08-25T21:56:25.848117.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_08_25T21_56_25.848117
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-08-25T21:56:25.848117.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-08-25T21:56:25.848117.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_08_25T21_56_25.848117
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-08-25T21:56:25.848117.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-08-25T21:56:25.848117.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_08_25T21_56_25.848117
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-25T21:56:25.848117.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-25T21:56:25.848117.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_08_25T21_56_25.848117
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-08-25T21:56:25.848117.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-08-25T21:56:25.848117.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_08_25T21_56_25.848117
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-25T21:56:25.848117.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-25T21:56:25.848117.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分割：2023_08_25T21_56_25.848117
  • 路径：`**/details_harness|hendrycksTest-elementary_mathematics|5_2