open-llm-leaderboard/details_andreaskoepf__llama2-13b-megacode2_min100

该数据集是在Open LLM Leaderboard上对模型andreaskoepf/llama2-13b-megacode2_min100进行评估时自动创建的。数据集由64个配置组成，每个配置对应一个特定的评估任务。它由2次运行生成，每次运行在每个配置中表示为特定的分割，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Python中的datasets库加载运行细节的示例。

原始信息汇总

数据集概述

该数据集是在对模型 andreaskoepf/llama2-13b-megacode2_min100 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_andreaskoepf__llama2-13b-megacode2_min100", "harness_winogrande_5", split="train")

最新结果

以下是 2023-09-22T15:48:34.680007 运行 的最新结果：

python { "all": { "em": 0.0030411073825503355, "em_stderr": 0.0005638896908753115, "f1": 0.07890205536912773, "f1_stderr": 0.0016368809848969982, "acc": 0.4643729284759866, "acc_stderr": 0.010956919441194278 }, "harness|drop|3": { "em": 0.0030411073825503355, "em_stderr": 0.0005638896908753115, "f1": 0.07890205536912773, "f1_stderr": 0.0016368809848969982 }, "harness|gsm8k|5": { "acc": 0.15921152388172857, "acc_stderr": 0.010077966717551878 }, "harness|winogrande|5": { "acc": 0.7695343330702447, "acc_stderr": 0.01183587216483668 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_08_17T10_46_30.131407
  • 路径：**/details_harness|arc:challenge|25_2023-08-17T10:46:30.131407.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-08-17T10:46:30.131407.parquet

• harness_drop_3

  • 分割：2023_09_22T15_48_34.680007
  • 路径：**/details_harness|drop|3_2023-09-22T15-48-34.680007.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-09-22T15-48-34.680007.parquet

• harness_gsm8k_5

  • 分割：2023_09_22T15_48_34.680007
  • 路径：**/details_harness|gsm8k|5_2023-09-22T15-48-34.680007.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-09-22T15-48-34.680007.parquet

• harness_hellaswag_10

  • 分割：2023_08_17T10_46_30.131407
  • 路径：**/details_harness|hellaswag|10_2023-08-17T10:46:30.131407.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-08-17T10:46:30.131407.parquet

• harness_hendrycksTest_5

  • 分割：2023_08_17T10_46_30.131407
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-17T10:46:30.131407.parquet 等 40 个文件
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-17T10:46:30.131407.parquet 等 40 个文件

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_08_17T10_46_30.131407
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-17T10:46:30.131407.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-17T10:46:30.131407.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_08_17T10_46_30.131407
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-08-17T10:46:30.131407.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-08-17T10:46:30.131407.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_08_17T10_46_30.131407
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-08-17T10:46:30.131407.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-08-17T10:46:30.131407.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_08_17T10_46_30.131407
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-08-17T10:46:30.131407.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-08-17T10:46:30.131407.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_08_17T10_46_30.131407
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-17T10:46:30.131407.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-17T10:46:30.131407.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_08_17T10_46_30.131407
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-08-17T10:46:30.131407.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-08-17T10:46:30.131407.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_08_17T10_46_30.131407
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-08-17T10:46:30.131407.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-08-17T10:46:30.131407.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_08_17T10_46_30.131407
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-08-17T10:46:30.131407.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-08-17T10:46:30.131407.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_08_17T10_46_30.131407
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-08-17T10:46:30.131407.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-08-17T10:46:30.131407.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_08_17T10_46_30.131407
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-08-17T10:46:30.131407.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-08-17T10:46:30.131407.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_08_17T10_46_30.131407
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-08-17T10:46:30.131407.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-08-17T10:46:30.131407.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_08_17T10_46_30.131407
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-08-17T10:46:30.131407.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-08-17T10:46:30.131407.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_08_17T10_46_30.131407
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-17T10:46:30.131407.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-17T10:46:30.131407.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_08_17T10_46_30.131407
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-08-17T10:46:30.131407.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-08-17T10:46:30.131407.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_08_17T10_46_30.131407
  • 路径：`**/details_harness|hendrycksTest-electrical_engineering|5_2023