size_categories:10K<n<100K language:en license:mit region:us
---
language:
- en
size_categories:
- 10K<n<100K
license: mit
---

# Stratify Sampled Dataset of Open-Orca 🐬

This dataset is a stratified sampled dataset of Open-Orca's GPT-4 answered dataset(1M-GPT4-Augmented.parquet) [[Link](https://huggingface.co/datasets/Open-Orca/OpenOrca)]
For sampling the dataset stratify, `train_test_split` of scikit-learn library was used. 
The specific setup of sampling is as follows:

- split_size: 0.05
- shuffle: True
- stratify: `'id'` of Open-Orca dataset