Official implementation of the paper: "FlowEdit: Inversion-Free Text-Based Editing Using Pre-Trained Flow Models"

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

SAM: Sharpness-Aware Minimization (PyTorch)

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

Code for the the ICLR 2024 paper "∞-Diff: Infinite Resolution Diffusion with Subsampled Mollified States"

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

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

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

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

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

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

Speed up Stable Diffusion with this one simple trick!

Unofficial implementation of 2D ProlificDreamer

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

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

Reference implementation for DPO (Direct Preference Optimization)

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

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

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

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

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

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

Instruct-tune LLaMA on consumer hardware

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