Chupa is a 3D human generation pipeline that combines the generation capabilities of diffusion models with neural rendering techniques to create diverse and realistic 3D human figures. The pipeline can easily generalize to unseen human poses and produce lifelike results. Chupa generates a variety of high-quality 3D human meshes from the SMPL-X grid in the latent space.