Create README.md

README.md

@@ -0,0 +1,31 @@
+---
+language: it
+license: mit
+---
+
+# WineBERTo 🍷🥂
+
+**wineberto-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) model on Italian drink recipes and wine descriptions, approximately 77k sentences (3.3M 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=1dco9I9uzevP2V6oku1salIYcovUAeqWE" width="400"> </br>
+</p>
+
+# Perplexity 
+
+Test set of 14k sentences about food.
+
+| Model | Perplexity | 
+| ------ | ------ | 
+| wineberto-italian-cased | **2.29**  | 
+| bert-base-italian-xxl-cased | 4.60  | 
+
+# Usage
+
+```python
+from transformers import AutoModel, AutoTokenizer
+model_name = "winehood/chefberto-italian-cased"
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModel.from_pretrained(model_name)
+```