ChefBERTo 👨🍳
chefberto-italian-cased is a BERT model obtained by MLM adaptive-tuning bert-base-italian-xxl-cased on Italian cooking recipes, approximately 50k sentences (2.6M words).
Author: Cristiano De Nobili (@denocris on Twitter, LinkedIn) for VINHOOD.
Perplexity
Test set: 9k sentences about food.
| Model | Perplexity |
|---|---|
| chefberto-italian-cased | 1.84 |
| bert-base-italian-xxl-cased | 2.85 |
Usage
from transformers import AutoModel, AutoTokenizer
model_name = "vinhood/chefberto-italian-cased"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModel.from_pretrained(model_name)