--- language: it license: mit widget: - text: "Per fare la carbonara servono le [MASK]." - text: "La pasta più semplice è aglio, [MASK] e peperoncino." --- # ChefBERTo 👨‍🍳 **chefberto-italian-cased** is a BERT model obtained by MLM adaptive-tuning [**bert-base-italian-xxl-cased**](https://huggingface.co/dbmdz/bert-base-italian-xxl-cased) on Italian cooking recipes, approximately 50k sentences (2.6M words). **Author:** Cristiano De Nobili ([@denocris](https://twitter.com/denocris) on Twitter, [LinkedIn](https://www.linkedin.com/in/cristiano-de-nobili/)) for [VINHOOD](https://www.vinhood.com/en/).


# Perplexity Test set: 9k sentences about food. | Model | Perplexity | | ------ | ------ | | chefberto-italian-cased | **1.84** | | bert-base-italian-xxl-cased | 2.85 | # Usage ```python from transformers import AutoModel, AutoTokenizer model_name = "vinhood/chefberto-italian-cased" tokenizer = AutoTokenizer.from_pretrained(model_name) model = AutoModel.from_pretrained(model_name) ```