diff --git a/.gitattributes b/.gitattributes index 2388aa0d3970dc915915e13572daa720864f65ef..55cab133643a2a73e083373d2106533678d0edd5 100644 --- a/.gitattributes +++ b/.gitattributes @@ -56,4 +56,3 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text # Video files - compressed *.mp4 filter=lfs diff=lfs merge=lfs -text *.webm filter=lfs diff=lfs merge=lfs -text -jpn_Jpan/train.jsonl filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md index 520e2596a1b992c14a1d89d71cce337f14ad123a..30183b89b24334fd4722ee8d60ddbcb45d8708a0 100644 --- a/README.md +++ b/README.md @@ -1,24 +1,24 @@ --- license: odc-by task_categories: - - text-generation -tags: - - multilingual - - low-resource -project_page: https://mala-lm.github.io/emma-500 +- text-generation +language: +- multilingual +project_page: https://mala-lm.github.io/emma-500-gen2 --- # MaLA Corpus: Massive Language Adaptation Corpus This version contains train and validation splits. +[Project page](https://mala-lm.github.io/emma-500-gen2) + +The model was presented in the paper [Massively Multilingual Adaptation of Large Language Models Using Bilingual Translation Data](https://huggingface.co/papers/2506.00469). + ## Dataset Summary The **MaLA Corpus** (Massive Language Adaptation) is a comprehensive, multilingual dataset designed to support the continual pre-training of large language models. It covers **939 languages** and consists of over **74 billion tokens**, making it one of the largest datasets of its kind. With a focus on improving the representation of low-resource languages, the MaLA Corpus is a critical resource for advancing multilingual models, particularly those aimed at serving underrepresented languages. -- Project page: https://mala-lm.github.io/emma-500 -- Paper: https://arxiv.org/abs/2409.17892 - --- ## Key Features @@ -64,18 +64,7 @@ We will comply with legitimate requests by removing the affected sources from th --- ## Citation -This dataset is compiled and released in the paper below. -``` -@article{ji2024emma500enhancingmassivelymultilingual, - title={{EMMA}-500: Enhancing Massively Multilingual Adaptation of Large Language Models}, - author={Shaoxiong Ji and Zihao Li and Indraneil Paul and Jaakko Paavola and Peiqin Lin and Pinzhen Chen and Dayyán O'Brien and Hengyu Luo and Hinrich Schütze and Jörg Tiedemann and Barry Haddow}, - year={2024}, - journal={arXiv preprint 2409.17892}, - url={https://arxiv.org/abs/2409.17892}, -} -``` -The final version of this dataset 🤗[MaLA-LM/mala-monolingual-split](https://huggingface.co/datasets/MaLA-LM/mala-monolingual-split) is also used for training the models presented in the below paper ``` @article{ji2025emma2, title={Massively Multilingual Adaptation of Large Language Models Using Bilingual Translation Data}, @@ -84,6 +73,14 @@ The final version of this dataset 🤗[MaLA-LM/mala-monolingual-split](https://h journal={arXiv preprint 2506.00469}, url={https://arxiv.org/abs/2506.00469}, } + +@article{ji2024emma500enhancingmassivelymultilingual, + title={{EMMA}-500: Enhancing Massively Multilingual Adaptation of Large Language Models}, + author={Shaoxiong Ji and Zihao Li and Indraneil Paul and Jaakko Paavola and Peiqin Lin and Pinzhen Chen and Dayyán O'Brien and Hengyu Luo and Hinrich Schütze and Jörg Tiedemann and Barry Haddow}, + year={2024}, + journal={arXiv preprint 2409.17892}, + url={https://arxiv.org/abs/2409.17892}, +} ``` ## Acknowledgements diff --git a/abk_Cyrl/.gitattributes b/abk_Cyrl/.gitattributes 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