open-llm-leaderboard-old/details_KoboldAI__PPO_Pygway-6b-Mix

该数据集是在Open LLM Leaderboard上对模型KoboldAI/PPO_Pygway-6b-Mix进行评估时自动生成的。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，分割名称由运行的时间戳命名。train分割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

数据集简介

该数据集是在对模型 KoboldAI/PPO_Pygway-6b-Mix 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

数据集结构

• 配置数量：64个配置，每个配置对应一个评估任务。
• 运行次数：数据集由2次运行创建，每次运行在每个配置中作为一个特定的分割存在，分割名称使用运行的时间戳。
• 最新结果："train" 分割始终指向最新的结果。
• 汇总结果：一个额外的配置 "results" 存储所有运行的汇总结果，用于计算和显示在 Open LLM Leaderboard 上的汇总指标。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_KoboldAI__PPO_Pygway-6b-Mix", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-19T08:04:51.574728 运行的最新结果： python { "all": { "em": 0.0010486577181208054, "em_stderr": 0.0003314581465219131, "f1": 0.05169567953020148, "f1_stderr": 0.0012499480042451514, "acc": 0.33036017216649627, "acc_stderr": 0.008492168272498208 }, "harness|drop|3": { "em": 0.0010486577181208054, "em_stderr": 0.0003314581465219131, "f1": 0.05169567953020148, "f1_stderr": 0.0012499480042451514 }, "harness|gsm8k|5": { "acc": 0.016679302501895376, "acc_stderr": 0.0035275958887224603 }, "harness|winogrande|5": { "acc": 0.6440410418310971, "acc_stderr": 0.013456740656273954 } }

配置详情

以下是数据集的部分配置详情：

• harness_arc_challenge_25

  • 分割：2023_07_19T15_47_31.801752
  • 路径：**/details_harness|arc:challenge|25_2023-07-19T15:47:31.801752.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-07-19T15:47:31.801752.parquet

• harness_drop_3

  • 分割：2023_10_19T08_04_51.574728
  • 路径：**/details_harness|drop|3_2023-10-19T08-04-51.574728.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-10-19T08-04-51.574728.parquet

• harness_gsm8k_5

  • 分割：2023_10_19T08_04_51.574728
  • 路径：**/details_harness|gsm8k|5_2023-10-19T08-04-51.574728.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-10-19T08-04-51.574728.parquet

• harness_hellaswag_10

  • 分割：2023_07_19T15_47_31.801752
  • 路径：**/details_harness|hellaswag|10_2023-07-19T15:47:31.801752.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-07-19T15:47:31.801752.parquet

• harness_hendrycksTest_5

  • 分割：2023_07_19T15_47_31.801752
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T15:47:31.801752.parquet 等
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T15:47:31.801752.parquet 等

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_07_19T15_47_31.801752
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T15:47:31.801752.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T15:47:31.801752.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_07_19T15_47_31.801752
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-19T15:47:31.801752.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-19T15:47:31.801752.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_07_19T15_47_31.801752
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-19T15:47:31.801752.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-19T15:47:31.801752.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_07_19T15_47_31.801752
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-19T15:47:31.801752.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-19T15:47:31.801752.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_07_19T15_47_31.801752
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T15:47:31.801752.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T15:47:31.801752.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_07_19T15_47_31.801752
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-19T15:47:31.801752.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-19T15:47:31.801752.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_07_19T15_47_31.801752
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T15:47:31.801752.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T15:47:31.801752.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_07_19T15_47_31.801752
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T15:47:31.801752.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T15:47:31.801752.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_07_19T15_47_31.801752
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T15:47:31.801752.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T15:47:31.801752.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_07_19T15_47_31.801752
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-19T15:47:31.801752.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-19T15:47:31.801752.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_07_19T15_47_31.801752
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-19T15:47:31.801752.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-19T15:47:31.801752.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_07_19T15_47_31.801752
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-19T15:47:31.801752.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-19T15:47:31.801752.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_07_19T15_47_31.801752
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T15:47:31.801752.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T15:47:31.801752.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_07_19T15_47_31.801752
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-19T15:47:31.801752.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-19T15:47:31.801752.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_07_19T15_47_31.801752
  • 路径：`**/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T15:47:31.8017