https://github.com/neeraj1bh/sdxl-dreambooth

https://github.com/neeraj1bh/sdxl-dreambooth

Last synced: about 7 hours ago
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• Host: GitHub
• URL: https://github.com/neeraj1bh/sdxl-dreambooth
• Owner: neeraj1bh
• Created: 2024-01-06T09:49:09.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-01-14T03:34:35.000Z (about 1 year ago)
• Last Synced: 2024-04-24T00:09:30.111Z (10 months ago)
• Language: Python
• Size: 1000 Bytes
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# SDXL-DreamBooth

Welcome to my SDXL-DreamBooth experimentation repository! Here, I'm exploring the potentials of the Stable Diffusion XL (SDXL) model for image generation and refinement. This repository documents my journey, from generating high-quality images to refining them and even training custom models using DreamBooth and AutoTrain.

## Getting Started

### Prerequisites

Ensure you have the following installed:

- Python 3.6 or later

- autotrain-advanced

### Installation

Clone this repository:

```bash

git clone https://github.com/neeraj1bh/SDXL-DreamBooth.git

cd SDXL-DreamBooth

```

Install the required packages:

```bash

pip install -r requirements.txt

autotrain setup --update-torch

```

## Google colab

Custom Model Training

```bash

!pip install -U autotrain-advanced

!autotrain setup --update-torch

!autotrain dreambooth --model stabilityai/stable-diffusion-xl-base-1.0 --project-name "sdxl-nb" --image-path pics --prompt "photos of ryomen sukuna" --resolution 512 --batch-size 1 --num-steps 500 --fp16 --gradient-accumulation 4 --lr 1e-4

```

Feel free to follow along, try out the commands, and see how they work for you!