k out the LoRA guide. Let’s first install all the required libraries.   Copied !pip install -q transformers accelerate
!pip install peft
!pip install diffusers Now, let’s load a pipeline with a SDXL checkpoint:   Copied from diffusers import DiffusionPipeline
import torch

pipe_id = "stabilityai/stable-diffusion-xl-base-1.0"
pipe = DiffusionPipeline.from_pretrained(pipe_id, torch_dtype=torch.float16).to("cuda") Next, load a LoRA checkpoint with