DING Fangyu

DING Fangyu

Keep young, simple, and naive

Posts by Tags

Diffusion

VAE Framework and Diffusion Model

4 minute read

Published:

The mathematic definition of the framework of Variational Autoencoder, and an instance of Diffusion model (only the content of VAE)

ELBO

VAE Framework and Diffusion Model

4 minute read

Published:

The mathematic definition of the framework of Variational Autoencoder, and an instance of Diffusion model (only the content of VAE)

LLM

Transformer Gradients

2 minute read

Published:

This post summarizes the matrix gradients in the training / LoRA Fine-Tuning of Transformer

VAE

VAE Framework and Diffusion Model

4 minute read

Published:

The mathematic definition of the framework of Variational Autoencoder, and an instance of Diffusion model (only the content of VAE)

fine-tuning

Transformer Gradients

2 minute read

Published:

This post summarizes the matrix gradients in the training / LoRA Fine-Tuning of Transformer

hardware

inference

kernel

linear algebra

Transformer Gradients

2 minute read

Published:

This post summarizes the matrix gradients in the training / LoRA Fine-Tuning of Transformer

model architecture

probability

VAE Framework and Diffusion Model

4 minute read

Published:

The mathematic definition of the framework of Variational Autoencoder, and an instance of Diffusion model (only the content of VAE)

training

Transformer Gradients

2 minute read

Published:

This post summarizes the matrix gradients in the training / LoRA Fine-Tuning of Transformer