# Zero-shot finetuning a model for translation

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**Category:** Beginners\
**Created:** [November 7, 2024, 9:39pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fzero-shot-finetuning-a-model-for-translation%2F116290 "2024-11-07T21:39:39Z")\
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**Author:** ![ButifarraNegra](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/butifarranegra/32/34181_2.png) [@ButifarraNegra](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FButifarraNegra)%5C
**Post date:** [November 7, 2024, 9:39pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fzero-shot-finetuning-a-model-for-translation%2F116290%2F1 "2024-11-07T21:39:39Z")

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Hey. I’m quite lost on this matter. Could somebody please clarify if it’s possible to add a new language to a model like NLLB or mT5 for translation using only monolingual data? Do I always need to finetune using data with a source and a target language (that is, parallel data)? Sorry for the ignorance. Thanks.