PIXART-δ: Fast and Controllable Image Generation with Latent Consistency Models paper page

A technical report describing PIXART-u03b4, a text-to-image model that combines Latent Consistency Models and a ControlNet-like module with PIXART-u03b1. Someone would visit to learn how PIXART-u03b4 achieves much faster high-resolution image generation and offers controllable synthesis with modest GPU requirements.

• Generates 1024u00d71024 images in about 0.5 seconds (7u00d7 faster than PIXART-u03b1)
• Produces high-quality images in 2-4 inference steps using LCM
• Supports fine-grained control via a ControlNet-Transformer and runs on 8GB-32GB GPUs