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wineberto-italian-cased
vinhood/wineberto-italian-cased
wineberto-italian-cased is a fill-mask model from vinhood. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as mit.
wineberto-italian-cased is a BERT model obtained by MLM adaptive-tuning bert-base-italian-xxl-cased on Italian drink recipes and wine descriptions, approximately 77k sentences (3.3M words).
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jan 10, 2022
- SHA
- 43d86243
Try a prompt
Model card
From the Hugging Face model README
WineBERTo 🍷🥂
wineberto-italian-cased is a BERT model obtained by MLM adaptive-tuning bert-base-italian-xxl-cased on Italian drink recipes and wine descriptions, approximately 77k sentences (3.3M words).
Author: Cristiano De Nobili (@denocris on Twitter, LinkedIn) for VINHOOD.
<p> <img src="https://drive.google.com/uc?export=view&id=1dco9I9uzevP2V6oku1salIYcovUAeqWE" width="400"> </br> </p>Perplexity
Test set: 14k sentences about wine.
| Model | Perplexity |
|---|---|
| wineberto-italian-cased | 2.29 |
| bert-base-italian-xxl-cased | 4.60 |
Usage
from transformers import AutoModel, AutoTokenizer
model_name = "vinhood/wineberto-italian-cased"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModel.from_pretrained(model_name)
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- License
- mit
- Languages
- it
- Created
- Mar 2, 2022
- Updated
- Jan 10, 2022