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

To initialize the model:

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

    ```python
    tokenizer = MBart50TokenizerFast.from_pretrained("facebook/mbart-large-50", src_lang="it_IT", tgt_lang="it_IT")
    input_ids = tokenizer.encode("Input text", return_tensors="pt")
    output = model.generate(input_ids)
    ```