open-llm-leaderboard/details_h2oai__h2ogpt-gm-oasst1-multilang-1024-20b

该数据集是在模型h2oai/h2ogpt-gm-oasst1-multilang-1024-20b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，每个配置对应一个被评估的任务。数据集是从2次运行中创建的，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。README还提供了如何使用`datasets`库中的`load_dataset`函数加载运行中的详细信息的示例。README中还包含了特定运行的最新结果。

原始信息汇总

数据集概述

数据集简介

该数据集是在模型h2oai/h2ogpt-gm-oasst1-multilang-1024-20b的评估运行期间自动创建的，用于Open LLM Leaderboard。

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，每个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_h2oai__h2ogpt-gm-oasst1-multilang-1024-20b", "harness_winogrande_5", split="train")

最新结果

以下是最新结果来自2023-10-21T21:24:46.417181： python { "all": { "em": 0.003355704697986577, "em_stderr": 0.0005922452850005271, "f1": 0.056043414429530265, "f1_stderr": 0.0013596034176909157, "acc": 0.3531399801217468, "acc_stderr": 0.008551128750555435 }, "harness|drop|3": { "em": 0.003355704697986577, "em_stderr": 0.0005922452850005271, "f1": 0.056043414429530265, "f1_stderr": 0.0013596034176909157 }, "harness|gsm8k|5": { "acc": 0.021986353297952996, "acc_stderr": 0.004039162758110061 }, "harness|winogrande|5": { "acc": 0.6842936069455406, "acc_stderr": 0.01306309474300081 } }

配置详情

• harness_arc_challenge_25

  • 分片：2023_07_19T21_26_27.370097
  • 路径：**/details_harness|arc:challenge|25_2023-07-19T21:26:27.370097.parquet
  • 分片：latest
  • 路径：**/details_harness|arc:challenge|25_2023-07-19T21:26:27.370097.parquet

• harness_drop_3

  • 分片：2023_10_21T21_24_46.417181
  • 路径：**/details_harness|drop|3_2023-10-21T21-24-46.417181.parquet
  • 分片：latest
  • 路径：**/details_harness|drop|3_2023-10-21T21-24-46.417181.parquet

• harness_gsm8k_5

  • 分片：2023_10_21T21_24_46.417181
  • 路径：**/details_harness|gsm8k|5_2023-10-21T21-24-46.417181.parquet
  • 分片：latest
  • 路径：**/details_harness|gsm8k|5_2023-10-21T21-24-46.417181.parquet

• harness_hellaswag_10

  • 分片：2023_07_19T21_26_27.370097
  • 路径：**/details_harness|hellaswag|10_2023-07-19T21:26:27.370097.parquet
  • 分片：latest
  • 路径：**/details_harness|hellaswag|10_2023-07-19T21:26:27.370097.parquet

• harness_hendrycksTest_5

  • 分片：2023_07_19T21_26_27.370097
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T21:26:27.370097.parquet
  • 分片：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T21:26:27.370097.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分片：2023_07_19T21_26_27.370097
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T21:26:27.370097.parquet
  • 分片：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T21:26:27.370097.parquet

• harness_hendrycksTest_anatomy_5

  • 分片：2023_07_19T21_26_27.370097
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-19T21:26:27.370097.parquet
  • 分片：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-19T21:26:27.370097.parquet

• harness_hendrycksTest_astronomy_5

  • 分片：2023_07_19T21_26_27.370097
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-19T21:26:27.370097.parquet
  • 分片：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-19T21:26:27.370097.parquet

• harness_hendrycksTest_business_ethics_5

  • 分片：2023_07_19T21_26_27.370097
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-19T21:26:27.370097.parquet
  • 分片：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-19T21:26:27.370097.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分片：2023_07_19T21_26_27.370097
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T21:26:27.370097.parquet
  • 分片：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T21:26:27.370097.parquet

• harness_hendrycksTest_college_biology_5

  • 分片：2023_07_19T21_26_27.370097
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-19T21:26:27.370097.parquet
  • 分片：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-19T21:26:27.370097.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分片：2023_07_19T21_26_27.370097
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T21:26:27.370097.parquet
  • 分片：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T21:26:27.370097.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分片：2023_07_19T21_26_27.370097
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T21:26:27.370097.parquet
  • 分片：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T21:26:27.370097.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分片：2023_07_19T21_26_27.370097
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T21:26:27.370097.parquet
  • 分片：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T21:26:27.370097.parquet

• harness_hendrycksTest_college_medicine_5

  • 分片：2023_07_19T21_26_27.370097
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-19T21:26:27.370097.parquet
  • 分片：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-19T21:26:27.370097.parquet

• harness_hendrycksTest_college_physics_5

  • 分片：2023_07_19T21_26_27.370097
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-19T21:26:27.370097.parquet
  • 分片：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-19T21:26:27.370097.parquet

• harness_hendrycksTest_computer_security_5

  • 分片：2023_07_19T21_26_27.370097
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-19T21:26:27.370097.parquet
  • 分片：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-19T21:26:27.370097.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分片：2023_07_19T21_26_27.370097
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T21:26:27.370097.parquet
  • 分片：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T21:26:27.370097.parquet

• harness_hendrycksTest_econometrics_5

  • 分片：2023_07_19T21_26_27.370097
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-19T21:26:27.370097.parquet
  • 分片：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-19T21:26:27.370097.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分片：2023_07_19T21_