
# GPT-2 recycled for Italian (small)
[Wietse de Vries](https://www.semanticscholar.org/author/Wietse-de-Vries/144611157) •
[Malvina Nissim](https://www.semanticscholar.org/author/M.-Nissim/2742475)

## Model description

This model is based on the small OpenAI GPT-2 ([`gpt2`](https://huggingface.co/gpt2)) model.

For details, check out our paper on [arXiv](https://arxiv.org/abs/2012.05628) and the code on [Github](https://github.com/wietsedv/gpt2-recycle).


## Related models

### Dutch
 - [`gpt2-small-dutch-embeddings`](https://huggingface.co/GroNLP/gpt2-small-dutch-embeddings): Small model size with only retrained lexical embeddings.
 - [`gpt2-small-dutch`](https://huggingface.co/GroNLP/gpt2-small-dutch):  Small model size with retrained lexical embeddings and additional fine-tuning of the full model. (**Recommended**)
 - [`gpt2-medium-dutch-embeddings`](https://huggingface.co/GroNLP/gpt2-medium-dutch-embeddings): Medium model size with only retrained lexical embeddings.

### Italian
 - [`gpt2-small-italian-embeddings`](https://huggingface.co/GroNLP/gpt2-small-italian-embeddings): Small model size with only retrained lexical embeddings.
 - [`gpt2-small-italian`](https://huggingface.co/GroNLP/gpt2-small-italian):  Small model size with retrained lexical embeddings and additional fine-tuning of the full model. (**Recommended**)
 - [`gpt2-medium-italian-embeddings`](https://huggingface.co/GroNLP/gpt2-medium-italian-embeddings): Medium model size with only retrained lexical embeddings.


## How to use

```python
from transformers import pipeline

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

```python
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
```

## BibTeX entry

```bibtex
@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}
}
```

{"language": "it", "tags": ["adaption", "recycled", "gpt2-small"], "pipeline_tag": "text-generation"}
transformers pytorch tf jax safetensors gpt2 text-generation adaption recycled gpt2-small it arxiv:2012.05628 autotrain_compatible endpoints_compatible text-generation-inference region:us
TAGS
#transformers #pytorch #tf #jax #safetensors #gpt2 #text-generation #adaption #recycled #gpt2-small #it #arxiv-2012.05628 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us 


# GPT-2 recycled for Italian (small)
Wietse de Vries •
Malvina Nissim

## Model description

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.


## 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.


## How to use





## BibTeX entry



# GPT-2 recycled for Italian (small)
Wietse de Vries •
Malvina Nissim ## Model description

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. ## 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. ## How to use ## BibTeX entry
TAGS
#transformers #pytorch #tf #jax #safetensors #gpt2 #text-generation #adaption #recycled #gpt2-small #it #arxiv-2012.05628 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us 
 # GPT-2 recycled for Italian (small)
Wietse de Vries •
Malvina Nissim ## Model description

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. ## 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. ## How to use ## BibTeX entry
TAGS
#transformers #pytorch #tf #jax #safetensors #gpt2 #text-generation #adaption #recycled #gpt2-small #it #arxiv-2012.05628 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us 
# GPT-2 recycled for Italian (small)
Wietse de Vries •
Malvina Nissim## Model description

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.## 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.## How to use## BibTeX entry