SaranaAbidueva/mbart50_ru_bua

This model translates from Russian to Buryat language.

How to use in Python:

from transformers import MBartForConditionalGeneration, MBart50Tokenizer
model = MBartForConditionalGeneration.from_pretrained("SaranaAbidueva/mbart50_ru_bua")
tokenizer = MBart50Tokenizer.from_pretrained("SaranaAbidueva/mbart50_ru_bua")


def translate(text, max_length=200, num_beams=5, repetition_penalty=5.0, **kwargs):
    encoded = tokenizer(text, return_tensors="pt")
    generated_tokens = model.generate(
        **encoded.to(model.device),
        max_length=max_length, 
        num_beams=num_beams,
        repetition_penalty=repetition_penalty
    )
    return tokenizer.batch_decode(generated_tokens, skip_special_tokens=True)[0]

translate('Евгений Онегин интересная книга')