This repository provides the official implementation of a paper that formalizes the ‘random seed’ concept in diffusion models and proposes methods to infer it from image pairs. The work enables zero-shot image editing and guidance by exploiting the latent space structure of stochastic diffusion models. It integrates with HuggingFace Diffusers and includes a demo on HuggingFace Spaces.