open-llm-leaderboard/details_speechlessai__speechless-codellama-dolphin-orca-platypus-13b

该数据集是在模型speechlessai/speechless-codellama-dolphin-orca-platypus-13b在Open LLM Leaderboard上的评估运行期间自动创建的。数据集由64个配置组成，每个配置对应一个评估任务。它由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。一个额外的results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Hugging Face datasets库加载数据集的示例，并包含了特定运行的最新结果。

原始信息汇总

数据集概述

数据集创建

• 数据集是在模型 speechlessai/speechless-codellama-dolphin-orca-platypus-13b 的评估运行期间自动创建的。
• 该数据集用于 Open LLM Leaderboard 上的评估。

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，每次运行在每个配置中作为一个特定的分片存在，分片名称使用运行的时间戳。
• "train" 分片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_speechlessai__speechless-codellama-dolphin-orca-platypus-13b", "harness_winogrande_5", split="train")

最新结果

• 以下是来自 2023-10-24T03:55:53.446205 运行的最新结果： python { "all": { "em": 0.28366191275167785, "em_stderr": 0.004616354866148243, "f1": 0.3476940016778539, "f1_stderr": 0.004573065876077725, "acc": 0.36921252317982634, "acc_stderr": 0.010525993118068228 }, "harness|drop|3": { "em": 0.28366191275167785, "em_stderr": 0.004616354866148243, "f1": 0.3476940016778539, "f1_stderr": 0.004573065876077725 }, "harness|gsm8k|5": { "acc": 0.08491281273692192, "acc_stderr": 0.0076782128244508 }, "harness|winogrande|5": { "acc": 0.6535122336227308, "acc_stderr": 0.013373773411685655 } }

配置详情

• harness_arc_challenge_25

  • 分片：2023_09_13T12_05_20.709991, latest
  • 路径：**/details_harness|arc:challenge|25_2023-09-13T12-05-20.709991.parquet

• harness_drop_3

  • 分片：2023_10_24T03_55_53.446205, latest
  • 路径：**/details_harness|drop|3_2023-10-24T03-55-53.446205.parquet

• harness_gsm8k_5

  • 分片：2023_10_24T03_55_53.446205, latest
  • 路径：**/details_harness|gsm8k|5_2023-10-24T03-55-53.446205.parquet

• harness_hellaswag_10

  • 分片：2023_09_13T12_05_20.709991, latest
  • 路径：**/details_harness|hellaswag|10_2023-09-13T12-05-20.709991.parquet

• harness_hendrycksTest_5

  • 分片：2023_09_13T12_05_20.709991, latest
  • 路径：多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-09-13T12-05-20.709991.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分片：2023_09_13T12_05_20.709991, latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-09-13T12-05-20.709991.parquet

• harness_hendrycksTest_anatomy_5

  • 分片：2023_09_13T12_05_20.709991, latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-09-13T12-05-20.709991.parquet

• harness_hendrycksTest_astronomy_5

  • 分片：2023_09_13T12_05_20.709991, latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-09-13T12-05-20.709991.parquet

• harness_hendrycksTest_business_ethics_5

  • 分片：2023_09_13T12_05_20.709991, latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-09-13T12-05-20.709991.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分片：2023_09_13T12_05_20.709991, latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-13T12-05-20.709991.parquet

• harness_hendrycksTest_college_biology_5

  • 分片：2023_09_13T12_05_20.709991, latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-09-13T12-05-20.709991.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分片：2023_09_13T12_05_20.709991, latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-09-13T12-05-20.709991.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分片：2023_09_13T12_05_20.709991, latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-09-13T12-05-20.709991.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分片：2023_09_13T12_05_20.709991, latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-09-13T12-05-20.709991.parquet

• harness_hendrycksTest_college_medicine_5

  • 分片：2023_09_13T12_05_20.709991, latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-09-13T12-05-20.709991.parquet

• harness_hendrycksTest_college_physics_5

  • 分片：2023_09_13T12_05_20.709991, latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-09-13T12-05-20.709991.parquet

• harness_hendrycksTest_computer_security_5

  • 分片：2023_09_13T12_05_20.709991, latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-09-13T12-05-20.709991.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分片：2023_09_13T12_05_20.709991, latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-09-13T12-05-20.709991.parquet

• harness_hendrycksTest_econometrics_5

  • 分片：2023_09_13T12_05_20.709991, latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-09-13T12-05-20.709991.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分片：2023_09_13T12_05_20.709991, latest
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-09-13T12-05-20.709991.parquet

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