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In this video, Alexa introduces viewers to getting started with stable diffusion, offering a deep dive into the code base to explain training, sampling, and image generation processes. Three methods are outlined for starting with stable diffusion: using the Hugging Face Spaces, diffusers notebooks, or Alexa's own code inspired by Karpathy's recent gist. The video showcases images generated with the code and provides a walkthrough on setting up the code for use. Check out the video description for a more in-depth tutorial.