open-llm-leaderboard/details_shibing624__chinese-alpaca-plus-13b-hf

该数据集是在评估模型shibing624/chinese-alpaca-plus-13b-hf时自动创建的，评估过程在Open LLM Leaderboard上进行。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的split，split的名称使用运行的时间戳。train split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，并用于在Open LLM Leaderboard上计算和显示聚合指标。

原始信息汇总

数据集概述

数据集简介

该数据集是在评估模型 shibing624/chinese-alpaca-plus-13b-hf 在 Open LLM Leaderboard 上的自动创建的。数据集包含64个配置，每个配置对应一个评估任务。

数据集结构

数据集由2次运行创建，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。

结果汇总

一个额外的配置 "results" 存储所有运行的汇总结果，用于计算和显示 Open LLM Leaderboard 上的聚合指标。

最新结果

以下是 最新结果 的摘要： python { "all": { "em": 0.21413590604026847, "em_stderr": 0.004201052628405755, "f1": 0.28453125000000146, "f1_stderr": 0.004252615634369811, "acc": 0.3859100763356038, "acc_stderr": 0.00806531916338966 }, "harness|drop|3": { "em": 0.21413590604026847, "em_stderr": 0.004201052628405755, "f1": 0.28453125000000146, "f1_stderr": 0.004252615634369811 }, "harness|gsm8k|5": { "acc": 0.02122820318423048, "acc_stderr": 0.003970449129848635 }, "harness|winogrande|5": { "acc": 0.7505919494869772, "acc_stderr": 0.012160189196930687 } }

数据加载示例

要加载特定运行的详细信息，可以使用以下代码： python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_shibing624__chinese-alpaca-plus-13b-hf", "harness_winogrande_5", split="train")

配置详情

以下是数据集的配置详情：

• harness_arc_challenge_25

  • 分割：2023_07_19T19_20_40.370845
  • 路径：**/details_harness|arc:challenge|25_2023-07-19T19:20:40.370845.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-07-19T19:20:40.370845.parquet

• harness_drop_3

  • 分割：2023_09_22T22_17_42.526571
  • 路径：**/details_harness|drop|3_2023-09-22T22-17-42.526571.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-09-22T22-17-42.526571.parquet

• harness_gsm8k_5

  • 分割：2023_09_22T22_17_42.526571
  • 路径：**/details_harness|gsm8k|5_2023-09-22T22-17-42.526571.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-09-22T22-17-42.526571.parquet

• harness_hellaswag_10

  • 分割：2023_07_19T19_20_40.370845
  • 路径：**/details_harness|hellaswag|10_2023-07-19T19:20:40.370845.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-07-19T19:20:40.370845.parquet

• harness_hendrycksTest_5

  • 分割：2023_07_19T19_20_40.370845
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T19:20:40.370845.parquet 等
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T19:20:40.370845.parquet 等

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_07_19T19_20_40.370845
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T19:20:40.370845.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T19:20:40.370845.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_07_19T19_20_40.370845
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-19T19:20:40.370845.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-19T19:20:40.370845.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_07_19T19_20_40.370845
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-19T19:20:40.370845.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-19T19:20:40.370845.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_07_19T19_20_40.370845
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-19T19:20:40.370845.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-19T19:20:40.370845.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_07_19T19_20_40.370845
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T19:20:40.370845.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T19:20:40.370845.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_07_19T19_20_40.370845
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-19T19:20:40.370845.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-19T19:20:40.370845.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_07_19T19_20_40.370845
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T19:20:40.370845.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T19:20:40.370845.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_07_19T19_20_40.370845
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T19:20:40.370845.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T19:20:40.370845.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_07_19T19_20_40.370845
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T19:20:40.370845.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T19:20:40.370845.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_07_19T19_20_40.370845
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-19T19:20:40.370845.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-19T19:20:40.370845.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_07_19T19_20_40.370845
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-19T19:20:40.370845.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-19T19:20:40.370845.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_07_19T19_20_40.370845
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-19T19:20:40.370845.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-19T19:20:40.370845.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_07_19T19_20_40.370845
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T19:20:40.370845.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T19:20:40.370845.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_07_19T19_20_40.370845
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-19T19:20:40.370845.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-19T19:20:40.370845.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_07_19T19_20_40.370845
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T19:20:40.370845.parquet
  • 分割：latest
  • 路径：`**/details_harness|hendry