---
license: apache-2.0
language:
- ar
metrics:
- accuracy
library_name: transformers
---
# Arabic Poetry Fine-Tuned Model

This model is a fine-tuned version of the GPT-2 model, specifically trained on Arabic poetry. It is designed to generate Arabic poetry and can be used for creative writing, educational purposes, or research in natural language processing.

## Try it Out

You can test the model directly here:

<iframe
  src="https://huggingface.co/spaces/NightPrince/Shawkiat-ArabicPoetry"
  width="100%"
  height="500"
  frameborder="0"
></iframe>

## Model Details

- **Model Type**: GPT-2
- **Language**: Arabic
- **License**: Apache-2.0
- **Author**: NightPrince

## Intended Use

This model is intended for generating Arabic poetry. It can be used in applications such as:

- Creative writing tools
- Educational resources for learning Arabic poetry
- Research in natural language processing and generation

## Training Data

The model was fine-tuned on a dataset of Arabic poetry. The dataset includes works from various poets and covers a range of styles and themes.

## Training Procedure

- **Framework**: PyTorch
- **Hardware**: Trained on a GPU
- **Epochs**: 5
- **Batch Size**: [Specify if known]
- **Learning Rate**: [Specify if known]

## Evaluation

The model was evaluated based on its ability to generate coherent and stylistically appropriate poetry. The training loss achieved was approximately 2.67, indicating a good level of learning.

## Limitations and Biases

As with any language model, this model may generate biased or inappropriate content. Users should be aware of these limitations and use the model responsibly.

## Acknowledgements

This model was developed by NightPrince and is hosted on Hugging Face. Special thanks to the creators of the original GPT-2 model and the Hugging Face team for their support.

## Contact

For questions or feedback, please contact NightPrince via [Hugging Face](https://huggingface.co/NightPrince).