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https://github.com/igoldshm/ghibli-style-transfer-lora

A lightweight style transfer model using LoRA fine-tuning on Stable Diffusion to convert real-world photos into Studio Ghibli-inspired art.
https://github.com/igoldshm/ghibli-style-transfer-lora

ghibli image-generation lora stable-diffusion

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A lightweight style transfer model using LoRA fine-tuning on Stable Diffusion to convert real-world photos into Studio Ghibli-inspired art.

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# ghibli-lora-generator
# Ghibli Style Transfer with LoRA

Convert real-world photos into beautiful Studio Ghibli-inspired art using lightweight LoRA fine-tuning on Stable DiffusionXL (SDXL).

## Project Overview

This project demonstrates an efficient style transfer pipeline where input photographs are transformed into Ghibli-style images. The model was fine-tuned using the [LoRA](https://arxiv.org/abs/2106.09685) (Low-Rank Adaptation) method on top of the `runwayml/stable-diffusion-v1-5` base model.

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## Features

- **Photo-to-Ghibli**: Stylizes any input photo into a soft, dreamlike Ghibli aesthetic
- **LoRA Training**: Lightweight training (~100MB) instead of full model fine-tuning
- **Built on Stable Diffusion v1.5**
- Supports inference using HuggingFace `diffusers` or AUTOMATIC1111 Web UI
- Easy to adapt to other styles (just swap dataset)

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## Project Structure