Gawrgura

🚀 HuggingTweets Bot for Gawr Gura

This is an AI bot 🤖 named after Gawr Gura 🔱, created with huggingtweets. You can create your own bot based on your favorite user using the demo!

🚀 Quick Start

You can use this model directly with a pipeline for text generation:

from transformers import pipeline
generator = pipeline('text-generation',
                     model='huggingtweets/gawrgura')
generator("My dream is", num_return_sequences=5)

✨ Features

• Custom Bot Creation: Create your own bot based on your favorite Twitter user.
• Model Transparency: Track all steps of the pipeline and model training with W&B.

📚 Documentation

How does it work?

The model uses the following pipeline.

To understand how the model was developed, check the W&B report.

Training data

The model was trained on tweets from Gawr Gura 🔱.

Explore the data, which is tracked with W&B artifacts at every step of the pipeline.

Training procedure

The model is based on a pre-trained GPT-2 which is fine-tuned on @gawrgura's tweets.

Hyperparameters and metrics are recorded in the W&B training run for full transparency and reproducibility.

At the end of training, the final model is logged and versioned.

Limitations and bias

The model suffers from the same limitations and bias as GPT-2.

In addition, the data present in the user's tweets further affects the text generated by the model.

🔧 Technical Details

The model is based on the pre-trained GPT-2 architecture, fine-tuned on the tweets of @gawrgura. The entire training process, including hyperparameters and metrics, is tracked using W&B for transparency and reproducibility.

📄 License

No license information is provided in the original document.

About

Built by Boris Dayma

For more details, visit the project repository.