---
tags:
- adapter-transformers
- gpt2
- adapterhub:lm/poem
license: apache-2.0
pipeline_tag: text-generation
---

# Adapter `gpt2_lm_poem_pfeiffer` for gpt2

An adapter for the `gpt2` model, trained on the [lm/poem](https://adapterhub.ml/explore/lm/poem/) dataset.

**This adapter was created for usage with the [Adapters](https://github.com/Adapter-Hub/adapters) library.**

## Usage

First, install `adapters`:

```
pip install -U adapters
```

Now, the adapter can be loaded and activated like this:

```python
from adapters import AutoAdapterModel

model = AutoAdapterModel.from_pretrained("gpt2")
adapter_name = model.load_adapter("AdapterHub/gpt2_lm_poem_pfeiffer")
model.set_active_adapters(adapter_name)
```

## Architecture & Training

- Adapter architecture: pfeiffer
- Prediction head: None
- Dataset: [lm/poem](https://adapterhub.ml/explore/lm/poem/)

## Author Information

- Author name(s): Hannah Sterz
- Author email: hannah.sterz@stud.tu-darmstadt.de
- Author links: [Twitter](https://twitter.com/@h_sterz)



## Citation

```bibtex

```

*This adapter has been auto-imported from https://github.com/Adapter-Hub/Hub/blob/master/adapters/ukp/gpt2_lm_poem_pfeiffer.yaml*.