open-llm-leaderboard/details_Fredithefish__CrimsonPajama

该数据集是在Open LLM Leaderboard上对模型Fredithefish/CrimsonPajama进行评估时自动创建的。它由64个配置组成，每个配置对应一个被评估的任务。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。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。可以使用`datasets`库中的`load_dataset`函数加载该数据集。

原始信息汇总

数据集概述

该数据集是在评估模型 Fredithefish/CrimsonPajama 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

• 配置数量：64 个配置
• 数据来源：从 2 次运行中创建，每个运行对应一个特定的时间戳
• 数据分割：每个配置包含多个分割，其中 "train" 分割指向最新的结果
• 结果汇总：一个额外的配置 "results" 存储所有运行的汇总结果，用于计算和显示在 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_Fredithefish__CrimsonPajama", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-17T20:55:57.055960 运行 的最新结果：

python { "all": { "em": 0.006396812080536913, "em_stderr": 0.0008164468837432291, "f1": 0.08161598154362382, "f1_stderr": 0.0017802453361789499, "acc": 0.3286203762267581, "acc_stderr": 0.007694655126017044 }, "harness|drop|3": { "em": 0.006396812080536913, "em_stderr": 0.0008164468837432291, "f1": 0.08161598154362382, "f1_stderr": 0.0017802453361789499 }, "harness|gsm8k|5": { "acc": 0.00530705079605762, "acc_stderr": 0.002001305720948034 }, "harness|winogrande|5": { "acc": 0.6519337016574586, "acc_stderr": 0.013388004531086054 } }

配置详情

以下是部分配置的详细信息：

• harness_arc_challenge_25

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：**/details_harness|arc:challenge|25_2023-07-19T19:19:26.317110.parquet

• harness_drop_3

  • 分割：2023_10_17T20_55_57.055960, latest
  • 路径：**/details_harness|drop|3_2023-10-17T20-55-57.055960.parquet

• harness_gsm8k_5

  • 分割：2023_10_17T20_55_57.055960, latest
  • 路径：**/details_harness|gsm8k|5_2023-10-17T20-55-57.055960.parquet

• harness_hellaswag_10

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：**/details_harness|hellaswag|10_2023-07-19T19:19:26.317110.parquet

• harness_hendrycksTest_5

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T19:19:26.317110.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T19:19:26.317110.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-19T19:19:26.317110.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-19T19:19:26.317110.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-19T19:19:26.317110.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T19:19:26.317110.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-19T19:19:26.317110.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T19:19:26.317110.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T19:19:26.317110.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T19:19:26.317110.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-19T19:19:26.317110.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-19T19:19:26.317110.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-19T19:19:26.317110.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T19:19:26.317110.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-19T19:19:26.317110.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T19:19:26.317110.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分割：2023_07_19T19_19_26.317110, latest
  • 路径：**/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T19:19:26.317110.parquet

以上是数据集的概述和部分配置详情。