open-llm-leaderboard/details_speechlessai__speechless-codellama-34b-v1.0

该数据集是在Open LLM Leaderboard上对模型speechlessai/speechless-codellama-34b-v1.0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次运行生成，每次运行的结果存储在不同的split中，split以运行的时间戳命名。train split始终指向最新的结果。此外，还有一个名为results的配置，存储了所有运行的聚合结果，并用于在Open LLM Leaderboard上计算和显示聚合指标。

原始信息汇总

数据集概述

该数据集是在模型speechlessai/speechless-codellama-34b-v1.0的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。
• 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_speechlessai__speechless-codellama-34b-v1.0", "harness_winogrande_5", split="train")

最新结果

以下是2023-10-29T10:43:00.589616运行的最新结果：

python { "all": { "em": 0.37080536912751677, "em_stderr": 0.004946581424326503, "f1": 0.42342072147651116, "f1_stderr": 0.004815729646559334, "acc": 0.439759976974257, "acc_stderr": 0.011098891058626454 }, "harness|drop|3": { "em": 0.37080536912751677, "em_stderr": 0.004946581424326503, "f1": 0.42342072147651116, "f1_stderr": 0.004815729646559334 }, "harness|gsm8k|5": { "acc": 0.1470811220621683, "acc_stderr": 0.0097560636603599 }, "harness|winogrande|5": { "acc": 0.7324388318863457, "acc_stderr": 0.012441718456893009 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：**/details_harness|arc:challenge|25_2023-09-13T19-09-51.319301.parquet

• harness_drop_3

  • 分割：2023_10_29T10_43_00.589616, latest
  • 路径：**/details_harness|drop|3_2023-10-29T10-43-00.589616.parquet

• harness_gsm8k_5

  • 分割：2023_10_29T10_43_00.589616, latest
  • 路径：**/details_harness|gsm8k|5_2023-10-29T10-43-00.589616.parquet

• harness_hellaswag_10

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：**/details_harness|hellaswag|10_2023-09-13T19-09-51.319301.parquet

• harness_hendrycksTest_5

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：多个路径，例如**/details_harness|hendrycksTest-abstract_algebra|5_2023-09-13T19-09-51.319301.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-09-13T19-09-51.319301.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-09-13T19-09-51.319301.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-09-13T19-09-51.319301.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-09-13T19-09-51.319301.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-13T19-09-51.319301.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-09-13T19-09-51.319301.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-09-13T19-09-51.319301.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-09-13T19-09-51.319301.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-09-13T19-09-51.319301.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-09-13T19-09-51.319301.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-09-13T19-09-51.319301.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-09-13T19-09-51.319301.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-09-13T19-09-51.319301.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-09-13T19-09-51.319301.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-09-13T19-09-51.319301.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分割：2023_09_13T19_09_51.319301, latest
  • 路径：**/details_harness|hendrycksTest-elementary_mathematics|5_2023-09-13T19-09-51.319301.parquet

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