of both qualitative and quantitative evaluations provides a stronger signal when choosing one model
over the other.  
In this document, we provide a non-exhaustive overview of qualitative and quantitative methods to evaluate Diffusion models. For quantitative methods, we specifically focus on how to implement them alongside `diffusers`.