integration in 🤗 Diffusers. You’ll use LoRA as the main adapter technique, so you’ll see the terms LoRA and adapter used interchangeably. Let’s first install all the required libraries.   Copied !pip install -q transformers accelerate peft diffusers Now, load a pipeline with a Stable Diffusion XL (SDXL) checkpoint:   Copied from diffusers import DiffusionPipeline
import torch

pipe_id = "stabilityai/stable-diffusion-xl-base-1.0"
pipe = Diffusio