---
license: apache-2.0
language:
- en
- zh
- id
- th
- vi
- ms
- lo
---
### SailCraft: Data Toolkit for Sailor Language Models

This repository provides the data processing model for large language model training.

- **Project Website:** [sailorllm.github.io](https://sailorllm.github.io/)
- **Codebase:** [github.com/sail-sg/sailcraft](https://github.com/sail-sg/sailcraft)
- **Technical Report:** [arxiv.org/pdf/2404.03608.pdf](https://arxiv.org/pdf/2404.03608.pdf)


## Acknowledgment

Thanks to the contributors of the following projects:

- [text-dedup](https://github.com/ChenghaoMou/text-dedup)
- [exact-dedup](https://github.com/google-research/deduplicate-text-datasets)
- [bigscience-data-preparation](https://github.com/bigscience-workshop/data-preparation)
- [bigscience-data-tooling](https://github.com/bigscience-workshop/data_tooling)

## Citing this work

If you use this repository or sailor models, please cite

```
@misc{dou2024sailor,
      title={Sailor: Open Language Models for South-East Asia}, 
      author={Longxu Dou and Qian Liu and Guangtao Zeng and Jia Guo and Jiahui Zhou and Wei Lu and Min Lin},
      year={2024},
      eprint={2404.03608},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
```

## Contact

If you have any questions, please raise an issue on our GitHub repository or contact <a href="mailto:doulx@sea.com">doulx@sea.com</a>.