Hugging Face Diffusion Models Course
In this free course, you will:
👩🎓 Study the theory behind diffusion models
🧨 Learn how to generate images and audio with the popular 🤗 Diffusers library
🏋️♂️ Train your own diffusion models from scratch
📻 Fine-tune existing diffusion models on new datasets
🗺 Explore conditional generation and guidance
🧑🔬 Create your own custom diffusion model pipelines
Prerequisites
This course requires a good level in Python and a grounding in deep learning and Pytorch. If it’s not the case yet, you can check these free resources:
Python: https://www.udacity.com/course/introduction-to-python—ud1110
Intro to Deep Learning with PyTorch: https://www.udacity.com/course/deep-learning-pytorch—ud188
PyTorch in 60min: https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html
To upload your models to the Hugging Face Hub, you’ll need an account. You can create one for free at the following address: https://huggingface.co/join.https://huggingface.co/learn/diffusion-course/unit0/1
In this free course, you will:
👩🎓 Study the theory behind diffusion models
🧨 Learn how to generate images and audio with the popular 🤗 Diffusers library
🏋️♂️ Train your own diffusion models from scratch
📻 Fine-tune existing diffusion models on new datasets
🗺 Explore conditional generation and guidance
🧑🔬 Create your own custom diffusion model pipelines
Prerequisites
This course requires a good level in Python and a grounding in deep learning and Pytorch. If it’s not the case yet, you can check these free resources:
Python: https://www.udacity.com/course/introduction-to-python—ud1110
Intro to Deep Learning with PyTorch: https://www.udacity.com/course/deep-learning-pytorch—ud188
PyTorch in 60min: https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html
To upload your models to the Hugging Face Hub, you’ll need an account. You can create one for free at the following address: https://huggingface.co/join.https://huggingface.co/learn/diffusion-course/unit0/1