using different schedulers for inference, building your custom pipeline, and a variety of techniques and methods for optimizing inference speed. We highly recommend using the .safetensors format because it is more secure than traditional pickled files which are vulnerable and can be exploited to execute any code on your machine (learn more in the Load safetensors guide). This guide will show you how to convert other Stable Diffusion formats to 