---
language:
- it
pipeline_tag: translation
---

To initialize the model:

    
    from transformers import MBartForConditionalGeneration, MBart50TokenizerFast
    model = MBartForConditionalGeneration.from_pretrained("facebook/mbart-large-50", output_hidden_states=True)
    
    
To generate text using the model:

    
    tokenizer = MBart50TokenizerFast.from_pretrained("facebook/mbart-large-50", src_lang="it_IT", tgt_lang="it_IT")
    input_ids = tokenizer("I was here yesterday to studying",text_target="I was here yesterday to study", return_tensors='pt')
    output =    hidden_states = model.generate(input_ids,attention_mask=mask,max_length=max_length,
                                              num_beams=4,forced_bos_token_id=tokenizer_it.lang_code_to_id["it_IT"])