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Upload stablediffusion.py

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+ # -*- coding: utf-8 -*-
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+ """StableDiffusion.ipynb
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+
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+ Automatically generated by Colaboratory.
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+
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+ Original file is located at
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+ https://colab.research.google.com/drive/1O7cgP1KO74ZqtTiW_ps2xZgEzwh-LuLi
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+ """
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+
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+ !pip install diffusers transformers accelerate torch
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+
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+ !pip install gradio
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+ import gradio as gr
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+ from diffusers import DiffusionPipeline
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+ import torch
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+
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+ pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0", torch_dtype=torch.float16, use_safetensors=True, variant="fp16")
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+ pipe.to("cuda")
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+
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+ def generate(prompt):
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+ image = pipe(prompt).images[0]
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+ return image
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+
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+ gr.Interface(fn=generate, inputs="text", outputs="image").launch(debug=True)