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AI-powered English-to-Italian NLP translator using Keras, RNN, and Transformer. Features text vectorization, tokenization, Seq2Seq models, and performance analysis with WER, TER, METEOR, BLEU metrics. Ideal for innovative language translation solutions.
This repository contains a Python script that uses a pre-trained NBART (Neural Bidirectional AutoRegressive Transformer) model to perform multi-lingual translation tasks between several languages. The model was trained on multiple language pairs using data parallelism, allowing it to learn representations across all languages simultaneously.