File size: 892 Bytes
9879223 24b011f 9879223 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 |
import gradio as gr
from diffusers import StableDiffusion3Pipeline
import torch
import os
import psutil
pipe = StableDiffusion3Pipeline.from_pretrained(
"stabilityai/stable-diffusion-3.5-medium",
torch_dtype=torch.float16,
)
def generate_image(prompt):
with torch.no_grad():
image = pipe(
prompt=prompt,
height=(height := 512),
width=(width := 512),
num_inference_steps=28,
guidance_scale=7.0,
num_images_per_prompt=1,
output_type="pil",
return_dict=True,
callback_on_step_end_tensor_inputs=["latents"],
).images[0]
return image
iface = gr.Interface(
fn=generate_image,
inputs="text",
outputs="image",
title="Stable Diffusion 3.5",
description="Enter a prompt to generate an image using Stable Diffusion 3.5."
)
iface.launch() |