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Generative AI with Python and PyTorch - Second Edition
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To start, let’s quickly set up our own instance of the Stable Diffusion model in Python code and run an example. For this purpose, we’ll be using Google Colab (https://colab.research.google.com/), a cloud environment that allows you to utilize high-performance Graphics Processing Unit (GPU) computing and large memory resources from your laptop. Colab is free, but you can also pay for higher-availability resources if you desire. The interface resembles the Python Jupyter notebooks (https://jupyter.org/) that you’ve likely used in the past.
Once you’ve set up your Colab account, you just need to install the diffusers package and a few dependencies. Diffusers is a library created by the company Hugging Face (https://huggingface.co/docs/diffusers/index) that provides easy access to a set of state-of-the-art diffusion models (including Stable Diffusion). It utilizes...