Diffusion

No	Title	Open in Studio Lab	Open in Kaggle	Open in Colab
1	Deconstruct the Stable Diffusion pipeline
2	Basic training model
3	Deconstruct the basic pipeline
4	Details for models and schedulers
5	Effective and Efficient diffusion
6	Generting by using float16(sppeding up)
7	Stable Diffusion v1.5 demo
8	Load checkpoints models and schedulers
9	Schedulers Performance
10	Stable diffusion with diffusers

Implementation

No	Title	Open in Studio Lab	Kaggle	Open in Colab	Paper
1	The annotated diffusion model				1503.03585,1907.05600,2006.11239

PyTorch Fundamentals

• Basic programming with PyTorch
• Computer vision with PyTorch
• Natural language processing with PyTorch
• Audio classification with PyTorch

On Kaggle

All the notebooks are executed on Kaggle

On macOS

All the notebooks are support mps, except if the notebooks import fp16 speeding up:

• The kernel crashed

Credit

• Huggingface diffusers
• Microsoft learning