Big Sleep wraps Ryan Murdock’s technique for text-to-image synthesis using CLIP as a semantic guide and BigGAN as the image generator. Users provide natural language prompts and the GAN optimizes toward images matching the text representation in CLIP’s embedding space. The tool runs as a simple one-line terminal command on GPU hardware.