phymhan

prompt-to-prompt

llm-dpo

peft-svd

tools for spectral shift finetuning

MasaCtrl

alpaca-lora

Instruct-tune LLaMA on consumer hardware

DDPM_inversion

Official pytorch implementation of the paper: "An Edit Friendly DDPM Noise Space: Inversion and Manipulations"

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

DiffFit-pytorch

Implementation of "DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning"

direct-preference-optimization

Reference implementation for DPO (Direct Preference Optimization)

e4t-diffusion

Implementation of Encoder-based Domain Tuning for Fast Personalization of Text-to-Image Models

ELITE

Official Implementation of "ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation"

lorasd

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

Paella

Official Implementation of Paella https://arxiv.org/abs/2211.07292v1

Paint-by-Example

Paint by Example: Exemplar-based Image Editing with Diffusion Models

ProFusion

Code for Enhancing Detail Preservation for Customized Text-to-Image Generation: A Regularization-Free Approach

prolific_dreamer2d

Unofficial implementation of 2D ProlificDreamer

reduce_reuse_recycle

Code for Reduce, Reuse, Recycle: Composing Energy-Based Diffusion Models with MCMC

ReVersion

ReVersion: Diffusion-Based Relation Inversion from Images

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

svdiff-ldm

unofficial implementation of svdiff (iccv-23)

svdiff-pytorch

Implementation of "SVDiff: Compact Parameter Space for Diffusion Fine-Tuning"

U-ViT

A PyTorch implementation of the paper "All are Worth Words: A ViT Backbone for Diffusion Models".

Universal-Guided-Diffusion

Wuerstchen

Official implementation of Würstchen: Efficient Pretraining of Text-to-Image Models

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

LyCORIS

Lora beYond Conventional methods, Other Rank adaptation Implementations for Stable diffusion.

oft

Official implementation of "Controlling Text-to-Image Diffusion by Orthogonal Finetuning".

ScoreHMR

ScoreHMR: Score-Guided Diffusion for 3D Human Recovery (CVPR 2024)

tomesd

Speed up Stable Diffusion with this one simple trick!

VariationalStiefelOptimizer

Implementation for the paper 'Momentum Stiefel Optimizer, with Applications to Suitably-Orthogonal Attention, and Optimal Transport' (ICLR 2023)