diffusion-models

A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).

Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)

[ICLR & NeurIPS 2025] Repository for Show-o series, One Single Transformer to Unify Multimodal Understanding and Generation.

Autoregressive Model Beats Diffusion: 🦙 Llama for Scalable Image Generation

OneDiff: An out-of-the-box acceleration library for diffusion models.

[ICCV 2023] Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

Scalable and memory-optimized training of diffusion models

High quality training free inpaint for every stable diffusion model. Supports ComfyUI

Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with Stable Diffusion

Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead.

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

MOVA: Towards Scalable and Synchronized Video–Audio Generation

Stable Diffusion implemented from scratch in PyTorch

Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)

[ICLR'24 spotlight] Chinese and English Multimodal Large Model Series (Chat and Paint) | 基于CPM基础模型的中英双语多模态大模型系列

[CVPR 2024] PIA, your Personalized Image Animator. Animate your images by text prompt, combing with Dreambooth, achieving stunning videos. PIA，你的个性化图像动画生成器，利用文本提示将图像变为奇妙的动画

[CVPR 2024] DeepCache: Accelerating Diffusion Models for Free