Generate images from a text prompt

Our logo was generated with DALL·E mini using the prompt "logo of an armchair in the shape of an avocado".

You can create your own pictures with the demo.

Refer to our report.

The root folder and associated requirements.txt is only for the app.

For development, use dev/requirements.txt or dev/environment.yaml.

The VQGAN was trained using taming-transformers.

We recommend using the latest version available.

Use patil-suraj/vqgan-jax.

Refer to dev/seq2seq folder.

You can also adjust the sweep configuration file if you need to perform a hyperparameter search.

To generate sample predictions and understand the inference pipeline step by step, refer to dev/inference/inference_pipeline.ipynb.

Trained models are on 🤗 Model Hub:

• VQGAN-f16-16384 for encoding/decoding images
• DALL·E mini for generating images from a text prompt

The "armchair in the shape of an avocado" was used by OpenAI when releasing DALL·E to illustrate the model's capabilities. Having successful predictions on this prompt represents a big milestone to us.

• Boris Dayma
• Suraj Patil
• Pedro Cuenca
• Khalid Saifullah
• Tanishq Abraham
• Phúc Lê Khắc
• Luke Melas
• Ritobrata Ghosh

• 🤗 Hugging Face for organizing the FLAX/JAX community week
• Google Cloud team for providing access to TPU's