mikonvergence/DiffusionFastForward
A free course with Jupyter notebooks teaching how to train diffusion models for image generation using PyTorch Lightning.
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DiffusionFastForward provides a template for training diffusion-based generative models for images. It offers a general framework that can serve as a starting point for understanding and researching diffusion models, with examples for both low-resolution and high-resolution data. The project includes notebooks, educational notes, and integrates PyTorch Lightning for easy training, covering techniques like latent diffusion and image translation.
Frequently asked
- What is mikonvergence/DiffusionFastForward?
- A free course with Jupyter notebooks teaching how to train diffusion models for image generation using PyTorch Lightning.
- Is DiffusionFastForward open source?
- Yes — mikonvergence/DiffusionFastForward is open source, released under the MIT license.
- What language is DiffusionFastForward written in?
- mikonvergence/DiffusionFastForward is primarily written in Jupyter Notebook.
- How popular is DiffusionFastForward?
- mikonvergence/DiffusionFastForward has 682 stars on GitHub.
- Where can I find DiffusionFastForward?
- mikonvergence/DiffusionFastForward is on GitHub at https://github.com/mikonvergence/DiffusionFastForward.