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license: apache-2.0 |
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language: |
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- en |
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- lo |
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--- |
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### SailCraft: Data Toolkit for Sailor Language Models |
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This repository provides the data processing model for large language model training. |
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- **Project Website:** [sailorllm.github.io](https://sailorllm.github.io/) |
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- **Codebase:** [github.com/sail-sg/sailcraft](https://github.com/sail-sg/sailcraft) |
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- **Technical Report:** [arxiv.org/pdf/2404.03608.pdf](https://arxiv.org/pdf/2404.03608.pdf) |
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## Acknowledgment |
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Thanks to the contributors of the following projects: |
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- [text-dedup](https://github.com/ChenghaoMou/text-dedup) |
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- [exact-dedup](https://github.com/google-research/deduplicate-text-datasets) |
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- [bigscience-data-preparation](https://github.com/bigscience-workshop/data-preparation) |
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- [bigscience-data-tooling](https://github.com/bigscience-workshop/data_tooling) |
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## Citing this work |
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If you use this repository or sailor models, please cite |
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``` |
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@misc{dou2024sailor, |
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title={Sailor: Open Language Models for South-East Asia}, |
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author={Longxu Dou and Qian Liu and Guangtao Zeng and Jia Guo and Jiahui Zhou and Wei Lu and Min Lin}, |
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year={2024}, |
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eprint={2404.03608}, |
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archivePrefix={arXiv}, |
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primaryClass={cs.CL} |
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} |
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``` |
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## Contact |
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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>. |
