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**EMMA-500 Llama 3 8B** is a state-of-the-art multilingual language model designed to improve language representation, especially in low-resource languages, through continual pre-training on the **Llama 3 8B** architecture. Leveraging the **[MaLA Corpus](https://huggingface.co/collections/MaLA-LM/mala-corpus-66e05127641a51de34d39529)**, which spans over 500 languages and is augmented with books, code, instruction data, and papers, EMMA-500 excels in multilingual tasks like commonsense reasoning, machine translation, and text classification.
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- Project Website: https://mala-lm.github.io/emma-500-gen2.html
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- Paper:
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**EMMA-500 Llama 3 8B** is a state-of-the-art multilingual language model designed to improve language representation, especially in low-resource languages, through continual pre-training on the **Llama 3 8B** architecture. Leveraging the **[MaLA Corpus](https://huggingface.co/collections/MaLA-LM/mala-corpus-66e05127641a51de34d39529)**, which spans over 500 languages and is augmented with books, code, instruction data, and papers, EMMA-500 excels in multilingual tasks like commonsense reasoning, machine translation, and text classification.
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- Project Website: https://mala-lm.github.io/emma-500-gen2.html
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- Paper: https://arxiv.org/abs/2506.00469
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