VAE Framework and Diffusion Model
Published:
The mathematic definition of the framework of Variational Autoencoder, and an instance of Diffusion model (only the content of VAE)
Learning in Public
2024
Transformer Gradients
Published:
This post summarizes the matrix gradients in the training / LoRA Fine-Tuning of Transformer
LLM - Basic Knowledge List
Published:
This post summarizes the basic knowledge about LLM (~50 papers)