from diffusers import StableDiffusionPipeline
import matplotlib.pyplot as plt
import torch

# Find models in https://huggingface.co/models?pipeline_tag=text-to-image&library=diffusers&sort=trending
model_id = "stabilityai/stable-diffusion-xl-base-1.0"

pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
pipe = pipe.to("cuda")

prompt = "beautiful horse"

image = pipe(prompt).images[0]

print("[PROMPT]: ", prompt)
plt.imshow(image)
plt.axis('off')