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import gradio as gr
import torch
from diffusers import StableDiffusionPipeline, EulerAncestralDiscreteScheduler
device = "cuda" if torch.cuda.is_available() else "cpu"
dtype = torch.float16 if device == "cuda" else torch.float32
pipe = StableDiffusionPipeline.from_pretrained(
"Linaqruf/anything-v3.0",
torch_dtype=dtype
)
pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(
pipe.scheduler.config
)
pipe = pipe.to(device)
def generate(prompt):
image = pipe(prompt, num_inference_steps=25).images[0]
return image
demo = gr.Interface(
fn=generate,
inputs=gr.Textbox(label="Prompt"),
outputs=gr.Image(),
title="Euler Ancestral Stable Diffusion",
)
demo.launch()