---
language:
- it
pipeline_tag: fill-mask
library_name: transformers
widget:
- text: "ciao"
  example_title: "ciao"
---

This model (based on [bert-tiny](https://huggingface.co/google/bert_uncased_L-2_H-128_A-2)) has been trained from scratch on 20k italian Wikipedia articles and on a wide collection of italian words and dictionary definitions.

The project is still a work in progress, new versions will come with time.

# Training

- epochs: 200
- lr: 1e-5
- optim: AdamW
- weight_decay: 1e-3

# Eval

- perplexity: 50 (it's a 12MB model, don't expect this to be ChatGPT anytime soon :)