GLIDE is a text-conditional image synthesis model based on diffusion. It can generate images from text descriptions, perform inpainting on masked regions conditioned on text, and combine with CLIP guidance for improved output. The repository contains the filtered-data version with notebooks demonstrating text2im, inpainting, and CLIP-guided generation workflows.