nusnlp/JGP-SlimPajama

Just-Go-Parallel (SlimPajama)

The data repository for the SlimPajama data used in the following paper:

Just Go Parallel: Improving the Multilingual Capabilities of Large Language Models

Muhammad Reza Qorib, Junyi Li, and Hwee Tou Ng

The 63rd Annual Meeting of the Association for Computational Linguistics (to appear)

• Paper: arXiv
• Codebase: https://github.com/nusnlp/Just-Go-Parallel/

Download

To download and extract the files, please run the following commands:

huggingface-cli download nusnlp/JGP-SlimPajama --repo-type dataset --local-dir JGP-SlimPajama
cd JGP-SlimPajama
for file in *.tar.gz; do tar xzvf "${file}" --strip-components 1 && rm "${file}"; done
cd ..

All Datasets

Experiment	Datasets
No-Parallel	nusnlp/JGP-SlimPajama
Multilingual	nusnlp/JGP-SlimPajama + nusnlp/JGP-Multilingual
Parallel Non-Adjacent	nusnlp/JGP-SlimPajama + nusnlp/JGP-Parallel-Non-Adjacent
Parallel First, Parallel Distributed, Parallel Last (all)	nusnlp/JGP-SlimPajama + nusnlp/JGP-Parallel
Parallel Last (uni): EN→ID	nusnlp/JGP-SlimPajama + nusnlp/JGP-Parallel-EN-ID
Parallel Last (uni): ID→EN	nusnlp/JGP-SlimPajama + nusnlp/JGP-Parallel-ID-EN
Parallel Last (uni): EN→ZH	nusnlp/JGP-SlimPajama + nusnlp/JGP-Parallel-EN-ZH
Parallel Last (uni): ZH→EN	nusnlp/JGP-SlimPajama + nusnlp/JGP-Parallel-ZH-EN