Pakase

Stable-Diffusion-WebUI-TensorRT

TensorRT Extension for Stable Diffusion Web UI

Smooth-Diffusion

Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models arXiv 2023 / CVPR 2024

FeatureSpaceShrinkingForOOD

SVGDreamer

[CVPR 2024] Official implementation for "SVGDreamer: Text Guided SVG Generation with Diffusion Model" https://arxiv.org/abs/2312.16476

Mod-Squad

LoRAMoE

LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment

ffhq-dataset

Flickr-Faces-HQ Dataset (FFHQ)

edm

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

Open-Sora

Open-Sora: Democratizing Efficient Video Production for All

grok-1

Grok open release

flash-attention

Fast and memory-efficient exact attention - Windows wheels

flash-attention

Fast and memory-efficient exact attention

consistency_models_cifar10_pytorch

LayerDiffuse

Transparent Image Layer Diffusion using Latent Transparency

fast-DiT

Fast Diffusion Models with Transformers

StreamDiffusion

StreamDiffusion: A Pipeline-Level Solution for Real-Time Interactive Generation

TCD

Official Repository of the paper "Trajectory Consistency Distillation"

VideoSys

VideoSys: An easy and efficient system for video generation

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

Awesome-state-space-models

Collection of papers on state-space models

graphcast

classifier-free-guidance-pytorch

Implementation of Classifier Free Guidance in Pytorch, with emphasis on text conditioning, and flexibility to include multiple text embedding models

latent-consistency-model

Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

classifier-free-diffusion-guidance-Pytorch

a simple unofficial implementation of classifier-free diffusion guidance

ddim

Denoising Diffusion Implicit Models

Integrated-Design-Diffusion-Model

IDDM (Industrial, landscape, animate...), support DDPM, DDIM, PLMS, webui and multi-GPU distributed training. Pytorch实现，生成模型，扩散模型，分布式训练

guided-diffusion

consistency_models

Official repo for consistency models.

improved-diffusion

Release for Improved Denoising Diffusion Probabilistic Models

DenoisingDiffusionProbabilityModel-ddpm-

This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.