open-llm-leaderboard/details_ashercn97__manatee-7b

该数据集是在模型 ashercn97/manatee-7b 在 Open LLM Leaderboard 上的评估运行期间自动创建的。数据集由 64 个配置组成，每个配置对应一个被评估的任务。数据集是从 2 次运行中生成的，每次运行在每个配置中表示为特定的分割，分割名称使用运行的时间戳。train 分割始终指向最新的结果。一个名为 results 的额外配置存储了所有运行的聚合结果，这些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 `datasets` 库中的 `load_dataset` 函数加载运行中的详细信息的示例。README 中还包含了特定运行的最新结果，显示了各种任务的 EM、F1 和准确率等指标。

原始信息汇总

数据集概述

该数据集是在评估模型 ashercn97/manatee-7b 的过程中自动创建的，用于 Open LLM Leaderboard。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 次运行结果组成，每次运行的结果可以在每个配置中找到，并以运行的时间戳命名。"train" 分割始终指向最新的结果。此外，一个额外的配置 "results" 存储了所有运行结果的聚合数据，用于计算和显示聚合指标。

数据加载示例

以下是加载特定运行结果的示例代码：

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_ashercn97__manatee-7b", "harness_winogrande_5", split="train")

最新结果

以下是来自 2023-09-17T18:42:42.384089 运行的最新结果：

python { "all": { "em": 0.0030411073825503355, "em_stderr": 0.0005638896908753201, "f1": 0.059899328859060456, "f1_stderr": 0.001397556369094792, "acc": 0.4077875240923591, "acc_stderr": 0.009650175391680019 }, "harness|drop|3": { "em": 0.0030411073825503355, "em_stderr": 0.0005638896908753201, "f1": 0.059899328859060456, "f1_stderr": 0.001397556369094792 }, "harness|gsm8k|5": { "acc": 0.07050796057619409, "acc_stderr": 0.0070515438139836135 }, "harness|winogrande|5": { "acc": 0.745067087608524, "acc_stderr": 0.012248806969376422 } }

配置详情

数据集包含多个配置，每个配置对应不同的任务和运行结果。以下是部分配置的详细信息：

• harness_arc_challenge_25

  • 分割：2023_08_02T16_08_56.879142
  • 路径：**/details_harness|arc:challenge|25_2023-08-02T16:08:56.879142.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-08-02T16:08:56.879142.parquet

• harness_drop_3

  • 分割：2023_09_17T18_42_42.384089
  • 路径：**/details_harness|drop|3_2023-09-17T18-42-42.384089.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-09-17T18-42-42.384089.parquet

• harness_gsm8k_5

  • 分割：2023_09_17T18_42_42.384089
  • 路径：**/details_harness|gsm8k|5_2023-09-17T18-42-42.384089.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-09-17T18-42-42.384089.parquet

• harness_hellaswag_10

  • 分割：2023_08_02T16_08_56.879142
  • 路径：**/details_harness|hellaswag|10_2023-08-02T16:08:56.879142.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-08-02T16:08:56.879142.parquet

• harness_hendrycksTest_5

  • 分割：2023_08_02T16_08_56.879142
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-02T16:08:56.879142.parquet 等
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-02T16:08:56.879142.parquet 等

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_08_02T16_08_56.879142
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-02T16:08:56.879142.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-02T16:08:56.879142.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_08_02T16_08_56.879142
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-08-02T16:08:56.879142.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-08-02T16:08:56.879142.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_08_02T16_08_56.879142
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-08-02T16:08:56.879142.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-08-02T16:08:56.879142.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_08_02T16_08_56.879142
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-08-02T16:08:56.879142.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-08-02T16:08:56.879142.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_08_02T16_08_56.879142
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-02T16:08:56.879142.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-02T16:08:56.879142.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_08_02T16_08_56.879142
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-08-02T16:08:56.879142.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-08-02T16:08:56.879142.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_08_02T16_08_56.879142
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-08-02T16:08:56.879142.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-08-02T16:08:56.879142.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_08_02T16_08_56.879142
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-08-02T16:08:56.879142.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-08-02T16:08:56.879142.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_08_02T16_08_56.879142
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-08-02T16:08:56.879142.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-08-02T16:08:56.879142.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_08_02T16_08_56.879142
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-08-02T16:08:56.879142.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-08-02T16:08:56.879142.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_08_02T16_08_56.879142
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-08-02T16:08:56.879142.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-08-02T16:08:56.879142.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_08_02T16_08_56.879142
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-08-02T16:08:56.879142.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-08-02T16:08:56.879142.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_08_02T16_08_56.879142
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-02T16:08:56.879142.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-02T16:08:56.879142.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_08_02T16_08_56.879142
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-08-02T16:08:56.879142.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-08-02T16:08:56.879142.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_08_02T16_08_56.879142
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-02T16:08:56.879142.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-02T16:08:56.879142.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分割：2023_08_02T16_08_56.879142
  • 路径：`**/details_harness|hendry