Diffusers How to use linoyts/2000_ads_offset_noise with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("linoyts/2000_ads_offset_noise")
prompt = "<s0><s1> ad of a llama wearing headphones"
image = pipe(prompt).images[0] 
