open-llm-leaderboard/details_acrastt__Bean-3B

该数据集是在Open LLM Leaderboard上对模型acrastt/Bean-3B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次运行创建，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代码加载运行中的详细信息的示例，并提供了特定运行的最新结果。

原始信息汇总

数据集概述

数据集来源

该数据集是在对模型 acrastt/Bean-3B 进行评估运行期间自动创建的，评估运行在 Open LLM Leaderboard 上进行。

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_acrastt__Bean-3B", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-23T08:17:12.906813 运行的最新结果： python { "all": { "em": 0.001572986577181208, "em_stderr": 0.00040584511324177354, "f1": 0.05282403523489944, "f1_stderr": 0.001300151908516004, "acc": 0.3309881741746665, "acc_stderr": 0.007673064453153027 }, "harness|drop|3": { "em": 0.001572986577181208, "em_stderr": 0.00040584511324177354, "f1": 0.05282403523489944, "f1_stderr": 0.001300151908516004 }, "harness|gsm8k|5": { "acc": 0.00530705079605762, "acc_stderr": 0.002001305720948046 }, "harness|winogrande|5": { "acc": 0.6566692975532754, "acc_stderr": 0.013344823185358007 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：**/details_harness|arc:challenge|25_2023-09-02T01:13:58.991012.parquet

• harness_drop_3

  • 分割：2023_10_23T08_17_12.906813, latest
  • 路径：**/details_harness|drop|3_2023-10-23T08-17-12.906813.parquet

• harness_gsm8k_5

  • 分割：2023_10_23T08_17_12.906813, latest
  • 路径：**/details_harness|gsm8k|5_2023-10-23T08-17-12.906813.parquet

• harness_hellaswag_10

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：**/details_harness|hellaswag|10_2023-09-02T01:13:58.991012.parquet

• harness_hendrycksTest_5

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：多个文件路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-09-02T01:13:58.991012.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-09-02T01:13:58.991012.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-09-02T01:13:58.991012.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-09-02T01:13:58.991012.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-09-02T01:13:58.991012.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-02T01:13:58.991012.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-09-02T01:13:58.991012.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-09-02T01:13:58.991012.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-09-02T01:13:58.991012.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-09-02T01:13:58.991012.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-09-02T01:13:58.991012.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-09-02T01:13:58.991012.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-09-02T01:13:58.991012.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-09-02T01:13:58.991012.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-09-02T01:13:58.991012.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-09-02T01:13:58.991012.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分割：2023_09_02T01_13_58.991012, latest
  • 路径：**/details_harness|hendrycksTest-elementary_mathematics|5_2023-09-02T01:13:58.991012.parquet

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