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README.md

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# MaLA-500: Massive Language Adaptation of Large Language Models
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[![Model](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Model-blue)](https://huggingface.co/MaLA-LM/mala-500)
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[![Model](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Model-blue)](https://huggingface.co/collections/MaLA-LM/mala-500-660e57f8e53e3cc2ccd31cb9)
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[![Data](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Data-green)](https://huggingface.co/datasets/cis-lmu/Glot500)
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[![arXiv](https://img.shields.io/badge/arXiv-2305.12182-b31b1b.svg)](https://arxiv.org/abs/2401.13303)
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base_model = AutoModelForCausalLM.from_pretrained('meta-llama/Llama-2-7b-hf')
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base_model.resize_token_embeddings(260164)
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tokenizer = AutoTokenizer.from_pretrained('MaLA-LM/mala-500')
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model = PeftModel.from_pretrained(base_model, 'MaLA-LM/mala-500')
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tokenizer = AutoTokenizer.from_pretrained('MaLA-LM/mala-500-10b-v2')
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model = PeftModel.from_pretrained(base_model, 'MaLA-LM/mala-500-10b-v2')
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```
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## Codebase

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