This current repository give you an overview of basics of diffusion models, powerful custom diffusion model pipelines and how to train a diffusion model on our own.

• Introduction to Diffusion Models.
  • Introduction to diffusers.
  • Diffusion models from scratch.
• Fine-tuning, Guidance and Conditioning.
  • Fine-tuning and guidance.
  • Making a Class Conditioned Diffusion model.
• Stable Diffusion.
• Going Further With Diffusion Models.
  • Faster Sampling via Distillation.
  • Audio / Video diffusion models.
  • DDIM Inversion