ilo-sona

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Small language model for toki pona.

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Great! Here's a draft README for the `ilo-pona` repository:

---

# ilo-pona: A Transformer for Toki Pona

![Banner Image](https://raw.githubusercontent.com/jqhoogland/ilo-sona/main/Banner image URL)

## Overview
`ilo-pona` is an experimental project dedicated to creating a transformer model tailored to understand and generate text in Toki Pona, a minimalistic constructed language. The core motivation behind this project lies in the unique characteristics of Toki Pona - its simple semantics (one word per token) and severely limited vocabulary size. These features make it an excellent toy model for investigating training dynamics of large language models (LLMs) and conducting mechanistic interpretability research.

The corpus is built on top of the corpus compiled by [davidar](https://github.com/davidar/nltk-tp/).

## Project Maintainers
- Jesse Hoogland [@jqhoogland](https://github.com/jqhoogland)
- Bilal Chughtai [@bilal-chughtai](https://github.com/bilal-chughtai)
- Lauro Langosco [@langosco](https://github.com/langosco)
- Sharan Maiya [@lightbulbmoment22617](https://github.com/lightbulbmoment22617)

## Getting Started

### Prerequisites
This project requires Python 3.9. Please ensure you have the correct version installed before proceeding.

### Installation
Instructions on how to set up the project locally will be provided soon.

## Useful Links
- Learn more about [Toki Pona](https://tokipona.org/)

## Contributing
Details on how to contribute to `ilo-pona` will be provided soon.

## License
[License Name](License URL)

---

Remember, you'll need to replace `Banner image URL` and `License Name/URL` with appropriate details.

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