app.py

import streamlit as st
from transformers import pipeline
from diffusers import DiffusionPipeline
import torch

st.title('Anime Character Generator')

from diffusers import DiffusionPipeline
import torch

pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0", torch_dtype=torch.float16, use_safetensors=True, variant="fp16")
pipe.enable_model_cpu_offload()
pipe.unet = torch.compile(pipe.unet, mode="reduce-overhead", fullgraph=True)

prompt = st.text_input('Enter a prompt for your Anime character: ')

# run iamge
images = pipe(prompt=prompt).images[0]

st.image(image)