readme: ---
  language: it
  license: mit
  widget:
  - text: "La pasta più semplice è aglio, [MASK] e peperoncino."
  - text: "Per fare la carbonara servono le [MASK]." 
  - text: "A tavola non può mancare del buon [MASK]."
  ---
  
  # 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/).
  <p>
      <img src="https://drive.google.com/uc?export=view&id=1u5aY2wKu-X5DAzbOq7rsgGFW5_lGUAQn" width="400"> </br>
  </p>
  
  # 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)
  ```