Jukebox is a generative model for music that uses a hierarchy of transformer decoders and VQ-VAE encoders to produce high-fidelity audio at 44.1kHz. The model is conditioned on artist and genre metadata and can generate coherent multi-second music clips with optional lyrics. The repository includes sampling scripts, training utilities, and pre-trained model checkpoints for both the 1B and 5B parameter variants.