Simo Ryu

Self-contained, minimalistic implementation of diffusion models with Pytorch.

Minimal implementation of scalable rectified flow transformers, based on SD3's approach

Using Low-rank adaptation to quickly fine-tune diffusion models.

WIP

Minimal Implementation of a D3PM in pytorch

Simple implementation of muP, based on Spectral Condition for Feature Learning. The implementation is SGD only, dont use it for Adam

Train VAE like a boss

Huggingface-compatible SDXL Unet implementation that is readily hackable

Implementation of Paint-with-words with Stable Diffusion : method from eDiff-I that let you generate image from text-labeled segmentation map.

Unofficial Implementation of Consistency Models in pytorch

Unofficial Implementation of MagicMix

On Using Transformer as Password Guessing Attacker

Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training

Implementation of RealFormer using pytorch