SDXL LoRA Adapter

Stable Diffusion XL
LoRA
Hugging Face Accelerate
React
NextJS
TailwindCSS
TypeScript
Hugging Face
Python
AWS
Docker
Scrapy

A React web app for generating high-quality celebrity images from text prompts, powered by a custom SDXL LoRA adapter. Originally inspired by someone who loves all things Taylor Swift.

Jan. 2024 - Apr. 2024 ยท Ottawa, ON

Project Overview

  • Generates a photo of Taylor Swift based on the prompt entered to the application
  • Deployed through Hugging Face Serverless Inference to optimize cost and eliminate idle resource usage.
  • Fine-tuned a custom LoRA adapter for SDXL on an AWS G4DN GPU instance using Hugging Face Accelerate.
  • S3 bucket for hosting images
  • Scrapy for obtaining dataset of Taylor Swift images
  • NextJS frontend for user interaction

Example Images

taylor swift modeling on beachtaylor swift beach sand castletaylor swift swimming in sandtaylor swift drinking winetaylor swift in a buckettaylor swift modelingtaylor swift artsy short hair curlymajestic taylor swift

Other Notes

The original interactive generator has been retired. This page now serves as an archival overview with sample outputs.