Albanian GPT-2

Model Description

This model is a fine-tuned version of the GPT-2 model by OpenAI for Albanian text generation tasks. GPT-2 is a state-of-the-art natural language processing model developed by OpenAI. It is a variant of the GPT (Generative Pre-trained Transformer) model, pre-trained on a large corpus of English text data. This fine-tuned version has been trained on a custom dataset of Albanian text data and can generate coherent and contextually relevant text in Albanian.

Intended Use

The model is intended for text generation tasks in Albanian and English. It can be used for various natural language processing tasks such as text completion, text summarization, dialogue generation, and more. It is particularly useful for generating creative and contextually relevant text in both Albanian and English.

Training Data

The model has been fine-tuned on a custom dataset consisting of Albanian text data. The dataset used for fine-tuning includes a diverse range of text sources in Albanian to ensure the model's proficiency in generating high-quality text across different domains.

Limitations and Biases

As with any machine learning model, this model may exhibit biases present in the training data. Additionally, while the model performs well on a wide range of text generation tasks in Albanian and English, it may not always produce contextually appropriate or grammatically correct output. Users should review and evaluate the generated text to ensure it meets their quality standards.

Acknowledgments

This model is based on the GPT-2 architecture developed by OpenAI.
The fine-tuning process for this model was facilitated by the Hugging Face Transformers library.

Contact Information

For any questions, feedback, or inquiries related to the model, please contact the model developer:

Name: DOSaAI
Email: onlineenternimet@gmail.com