README.md

---
license:
- cc-by-sa-3.0
- gfdl
language: en
size_categories:
- 100K<N<1M
task_categories:
- token-classification
dataset_info:
  features:
  - name: id
    dtype: string
  - name: url
    dtype: string
  - name: title
    dtype: string
  - name: raw
    dtype: string
  - name: text
    dtype: string
  - name: words
    sequence: string
  - name: labels
    sequence: int64
  splits:
  - name: train
    num_bytes: 52609904366.168655
    num_examples: 960000
  - name: validation
    num_bytes: 100561640.1165828
    num_examples: 1835
  - name: test
    num_bytes: 54801983.71475902
    num_examples: 1000
  download_size: 20400944781
  dataset_size: 52765267990.0
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: validation
    path: data/validation-*
  - split: test
    path: data/test-*
---

<div align="center">

![chonkiepedia](./assets/chonkiepedia.png)

# 📚🦛 Chonkiepedia: A dataset of Chonkified Wikipedia for fine-tuning models

</div>

## Overview

Chonkiepedia is a dataset of Chonkified Wikipedia for fine-tuning models. It has about 1 million Chonkified Wikipedia articles.

## Methodology

1. We take the English Wikipedia and filter the articles based on length of at least 5000 characters (~1000 words).
2. We remove all references and `see also` sections.
3. We normalize the text to remove any weird spacing and newlines.
4. We run Chonkie's RecursiveChunker under specific parameters to return a list of good quality chunks (on average).
5. We combine the chunks with the `🦛` emoji for efficient storage. 

## Usage

You can download the dataset from the Hugging Face Hub.

```python
from datasets import load_dataset

dataset = load_dataset("chonkie/chonkiepedia", split="train")
```

## License 

This dataset is licensed under the [Creative Commons Attribution-ShareAlike 3.0 License](https://creativecommons.org/licenses/by-sa/3.0/) and the [GNU Free Documentation License](https://www.gnu.org/licenses/fdl-1.3.en.html) just like the original Wikipedia.

## Citation

If you use this dataset, please cite it as follows:

```bibtex
@article{chonkiepedia2025,
  title={Chonkiepedia: A dataset of Chonkified Wikipedia for fine-tuning models},
  author={Chonkie, Inc.},
  year={2025}
}
```