in this project we will build a translator that can translate from Arabic to English and vice versa using the transformer model. the translator is based on Helsinki NLP's MarianMT model. the data used to train the model is from ymoslem/UN-Arabic-English-Filtered
Cleaned Data used for training the model
the data was preprocessed by removing the special characters and the non-arabic numbers are replaced.
tnkeeh was used to preprocess the arabic text.
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- gradio
- transformers==4.42.3
- torch==2.2.1
- datasets==2.20.0
- tokenizers==0.19.1
- sentencepiece
to use the translator you can open the following link: Arabic-English-Translator