Table of Contents
Image Generation
Text Generation
Neural Network Best Practices and Tricks
Topics not Covered in this Book
Image Generation
GAN
by Google
Large Scale GAN Training for High Fidelity Natural Image Synthesis
by Brock et al (2018)
Image Transformer
by Parmar et all (2018)
The Illustrated Stable Diffusion
by Jay Alammar
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
by Mildenhall et all (2020)
Nerfies: Deformable Neural Radiance Fields
by Park et al (2021)
Text Generation
Training language models to follow instructions with human feedback
by Ouyang et all (2022) (The InstructGPT paper)
Transformers From Scratch
by Mat Miller (2024)
Neural Network Best Practices and Tricks
PEFT: State-of-the-art Parameter-Efficient Fine-Tuning methods
by Hugging Face
How to Fine-Tune LLMs in 2024 with Hugging Face
by Philipp Schmid (2024)
Merge Large Language Models with mergekit
by Maxime Labonne (2024)