ZhendongWang6

diffusion-forcing

code for "Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion"

Kolors

Kolors Team

Awesome-Text-to-Image

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

FastV

[ECCV 2024] Code for paper: An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models

EG4D

Official implementation of EG4D: Explicit Generation of 4D Object without Score Distillation

Lumina-T2X

Lumina-T2X is a unified framework for Text to Any Modality Generation

DeepSeek-V2

DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

InstanceDiffusion

[CVPR 2024] Code release for "InstanceDiffusion: Instance-level Control for Image Generation"

RPG-DiffusionMaster

[ICML 2024] Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs (PRG)

DiffusionDPO

Code for "Diffusion Model Alignment Using Direct Preference Optimization"

VAR

[GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

Latte

Latte: Latent Diffusion Transformer for Video Generation.

OpenDiT

OpenDiT: An Easy, Fast and Memory-Efficient System for DiT Training and Inference

GaussianCube

GaussianCube: A Structured and Explicit Radiance Representation for 3D Generative Modeling

ControlNet-XS

img2img-turbo

One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more

grok-1

Grok open release

RectifiedFlow

Official Implementation of Rectified Flow (ICLR2023 Spotlight)

CogVLM

a state-of-the-art-level open visual language model | 多模态预训练模型

sd-forge-layerdiffuse

[WIP] Layer Diffusion for WebUI (via Forge)

Awesome-Controllable-T2I-Diffusion-Models

A collection of resources on controllable generation with text-to-image diffusion models.

FiT

[ICML 2024 Spotlight] FiT: Flexible Vision Transformer for Diffusion Model

fast-DiT

Fast Diffusion Models with Transformers

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

fastcomposer

FastComposer: Tuning-Free Multi-Subject Image Generation with Localized Attention

minSDXL

Huggingface-compatible SDXL Unet implementation that is readily hackable

weak-to-strong

LVM

MaskTextSpotterV3

The code of "Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting"

img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.