Gpt2 Small Italian

🚀 GPT-2 recycled for Italian (small)

This model is an adaptation of the small OpenAI GPT - 2 model for Italian text generation, offering new possibilities for natural language processing in the Italian language.

Authors:

• Wietse de Vries
• Malvina Nissim

🚀 Quick Start

Basic Usage

from transformers import pipeline

pipe = pipeline("text-generation", model="GroNLP/gpt2-small-italian")

Advanced Usage

from transformers import AutoTokenizer, AutoModel, TFAutoModel

tokenizer = AutoTokenizer.from_pretrained("GroNLP/gpt2-small-italian")
model = AutoModel.from_pretrained("GroNLP/gpt2-small-italian")  # PyTorch
model = TFAutoModel.from_pretrained("GroNLP/gpt2-small-italian")  # Tensorflow

✨ Features

This model is based on the small OpenAI GPT - 2 (gpt2) model. For details, check out our paper on arXiv and the code on Github.

📚 Documentation

Related models

Dutch

• gpt2-small-dutch-embeddings: Small model size with only retrained lexical embeddings.
• gpt2-small-dutch: Small model size with retrained lexical embeddings and additional fine - tuning of the full model. (Recommended)
• gpt2-medium-dutch-embeddings: Medium model size with only retrained lexical embeddings.

Italian

• gpt2-small-italian-embeddings: Small model size with only retrained lexical embeddings.
• gpt2-small-italian: Small model size with retrained lexical embeddings and additional fine - tuning of the full model. (Recommended)
• gpt2-medium-italian-embeddings: Medium model size with only retrained lexical embeddings.

📄 License

BibTeX entry

@misc{devries2020good,
      title={As good as new. How to successfully recycle English GPT-2 to make models for other languages}, 
      author={Wietse de Vries and Malvina Nissim},
      year={2020},
      eprint={2012.05628},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}