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mBART (a pre-trained model by Facebook) is pre-trained to de-noise multiple languages simultaneously with BART objective.
Checkpoint available in this repository is obtained after fine-tuning facebook/mbart-large-cc25 on 10000 samples from manually generated corpus. This checkpoint gives decent results for Hindi-english translation.
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# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("Addy1008/adarsh-mBART-codemixed") model = AutoModelForSeq2SeqLM.from_pretrained("Addy1008/adarsh-mBART-codemixed")