Skip to content

Commit

Permalink
Update README.md
Browse files Browse the repository at this point in the history
  • Loading branch information
@yardenfren1996
yardenfren1996 authored May 21, 2024
1 parent b3b3d1f commit 3fe776a
Showing 1 changed file with 5 additions and 0 deletions.
5 changes: 5 additions & 0 deletions README.md
View file
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,11 @@

This repository contains the official implementation of the B-LoRA method, which enables implicit style-content separation of a single input image for various image stylization tasks. B-LoRA leverages the power of Stable Diffusion XL (SDXL) and Low-Rank Adaptation (LoRA) to disentangle the style and content components of an image, facilitating applications such as image style transfer, text-based image stylization, and consistent style generation.

## 🔧 21.5.2024: Important Update 🔧
There were some issues with the new versions of diffusers and PEFT that caused the fine-tuning process to not converge as quickly as desired. In the meantime, we have uploaded the original training script that we used in the paper.

Please note that we used a previous version of diffusers (0.25.0) and did not use PEFT.

## Getting Started

### Prerequisites
Expand Down

0 comments on commit 3fe776a

Please sign in to comment.