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# -*- coding: utf-8 -*-
"""S-D-XL-pipeline.ipynb
Automatically generated by Colaboratory.
Original file is located at
https://colab.research.google.com/drive/1iDFfGVa5XpZSZ1yzv-HeFpiB763xt67D
"""
import requests
import gradio as gr
from PIL import Image
import io
from transformers import utils
utils.move_cache()
import os
hf_token = os.getenv('HF_TOKEN')
API_URL = "https://api-inference.huggingface.co/models/stabilityai/stable-diffusion-xl-base-1.0"
headers = {"Authorization": f"Bearer {hf_token}"}
def query(payload):
response = requests.post(API_URL, headers=headers, json=payload)
return response.content
def generate_image(prompt):
image_bytes = query({"inputs": prompt})
image = Image.open(io.BytesIO(image_bytes))
return image
iface = gr.Interface(
fn=generate_image,
inputs="text",
outputs="image",
title="Stable-Diffusion-XL for high quality image generation"
)
iface.launch()
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