open-llm-leaderboard-old/details_HuggingFaceH4__starchat-beta

该数据集是在Open LLM Leaderboard上对模型HuggingFaceH4/starchat-beta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拆分。train拆分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，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`函数加载数据集的示例。

原始信息汇总

数据集概述

该数据集是在对模型 HuggingFaceH4/starchat-beta 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。
• 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_HuggingFaceH4__starchat-beta", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-25T02:34:18.811369 运行的最新结果：

python { "all": { "em": 0.004089765100671141, "em_stderr": 0.0006535802669912854, "f1": 0.0753890520134228, "f1_stderr": 0.001735962486740498, "acc": 0.3742380352004251, "acc_stderr": 0.00950380770894865 }, "harness|drop|3": { "em": 0.004089765100671141, "em_stderr": 0.0006535802669912854, "f1": 0.0753890520134228, "f1_stderr": 0.001735962486740498 }, "harness|gsm8k|5": { "acc": 0.05155420773313116, "acc_stderr": 0.006090887955262828 }, "harness|winogrande|5": { "acc": 0.696921862667719, "acc_stderr": 0.012916727462634472 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_07_19T21_08_27.330071
  • 路径：**/details_harness|arc:challenge|25_2023-07-19T21:08:27.330071.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-07-19T21:08:27.330071.parquet

• harness_drop_3

  • 分割：2023_10_25T02_34_18.811369
  • 路径：**/details_harness|drop|3_2023-10-25T02-34-18.811369.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-10-25T02-34-18.811369.parquet

• harness_gsm8k_5

  • 分割：2023_10_25T02_34_18.811369
  • 路径：**/details_harness|gsm8k|5_2023-10-25T02-34-18.811369.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-10-25T02-34-18.811369.parquet

• harness_hellaswag_10

  • 分割：2023_07_19T21_08_27.330071
  • 路径：**/details_harness|hellaswag|10_2023-07-19T21:08:27.330071.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-07-19T21:08:27.330071.parquet

• harness_hendrycksTest_5

  • 分割：2023_07_19T21_08_27.330071
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T21:08:27.330071.parquet 等 40 个文件
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T21:08:27.330071.parquet 等 40 个文件

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_07_19T21_08_27.330071
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T21:08:27.330071.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T21:08:27.330071.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_07_19T21_08_27.330071
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-19T21:08:27.330071.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-19T21:08:27.330071.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_07_19T21_08_27.330071
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-19T21:08:27.330071.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-19T21:08:27.330071.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_07_19T21_08_27.330071
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-19T21:08:27.330071.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-19T21:08:27.330071.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_07_19T21_08_27.330071
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T21:08:27.330071.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T21:08:27.330071.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_07_19T21_08_27.330071
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-19T21:08:27.330071.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-19T21:08:27.330071.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_07_19T21_08_27.330071
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T21:08:27.330071.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T21:08:27.330071.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_07_19T21_08_27.330071
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T21:08:27.330071.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T21:08:27.330071.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_07_19T21_08_27.330071
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T21:08:27.330071.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T21:08:27.330071.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_07_19T21_08_27.330071
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-19T21:08:27.330071.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-19T21:08:27.330071.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_07_19T21_08_27.330071
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-19T21:08:27.330071.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-19T21:08:27.330071.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_07_19T21_08_27.330071
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-19T21:08:27.330071.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-19T21:08:27.330071.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_07_19T21_08_27.330071
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T21:08:27.330071.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T21:08:27.330071.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_07_19T21_08_27.330071
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-19T21:08:27.330071.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-19T21:08:27.330071.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_07_19T21_08_27.330071
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T21:08:27.330071.parquet
  • 分割：latest
  • 路径：`**/details_harness|hendrycksTest-electrical_engineering|5_