 experiments indicate that the VQ-Diffusion model with the reparameterization is fifteen times faster than traditional AR methods while achieving a better image quality.
The original codebase can be found here.

Available Pipelines:
	
Pipeline
Tasks
Colab
pipeline_vq_diffusion.py
Text-to-Image Generation
-

VQDiffusionPipeline
	

class diffusers.VQDiffusionPipeline

<
source
>
(
vqvae: VQModel
text_encoder: CLIPTextModel
tokenizer: CLIPTokenize