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Update app.py
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app.py
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@@ -1,12 +1,3 @@
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# -*- coding: utf-8 -*-
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"""S-D-XL-pipeline.ipynb
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Automatically generated by Colaboratory.
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Original file is located at
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https://colab.research.google.com/drive/1iDFfGVa5XpZSZ1yzv-HeFpiB763xt67D
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"""
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import requests
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import gradio as gr
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from PIL import Image
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@@ -15,7 +6,6 @@ from transformers import utils
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utils.move_cache()
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import os
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hf_token = os.getenv('HF_TOKEN')
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API_URL = "https://api-inference.huggingface.co/models/stabilityai/stable-diffusion-xl-base-1.0"
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@@ -23,12 +13,24 @@ headers = {"Authorization": f"Bearer {hf_token}"}
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def query(payload):
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response = requests.post(API_URL, headers=headers, json=payload)
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return response.content
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def generate_image(prompt):
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image_bytes = query({"inputs": prompt})
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iface = gr.Interface(
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fn=generate_image,
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)
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iface.launch()
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import requests
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import gradio as gr
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from PIL import Image
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utils.move_cache()
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import os
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hf_token = os.getenv('HF_TOKEN')
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API_URL = "https://api-inference.huggingface.co/models/stabilityai/stable-diffusion-xl-base-1.0"
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def query(payload):
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response = requests.post(API_URL, headers=headers, json=payload)
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if response.status_code != 200:
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# If the response is not successful, return None or handle it accordingly
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print("Error from the API:", response.text) # For debugging
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return None
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return response.content
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def generate_image(prompt):
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image_bytes = query({"inputs": prompt})
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if image_bytes is None:
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# Handle the case where the API did not return image data
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return "The API call was unsuccessful. Check the logs for details."
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try:
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image = Image.open(io.BytesIO(image_bytes))
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return image
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except IOError:
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# Handle cases where PIL cannot open the bytes received
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return "The returned data could not be recognized as an image."
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iface = gr.Interface(
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fn=generate_image,
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)
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iface.launch()
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