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	Open in Kaggle	Open in Colab	Paper
1	The annotated diffusion model				1503.03585,1907.05600,2006.11239
2	QLoRA Fine-tuning for Falcon-7B with PEFT		Being reviewed

PyTorch Fundamentals

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

On Kaggle

Many of the notebooks are executed on Kaggle

No	Title	Open in Kaggle
1	Segment Anything Model
2	CTransformers

On macOS

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

• The kernel crashed

Contributing

Warm welcome for any contributions, please follow the contributing guidelines.

Credit

• Huggingface diffusers
• Microsoft learning