How-To Fine-Tune Stable Diffusion Model Using SimpleTuner on My Own Images Locally

This video is a step-by-step tutorial to install SimpleTuner Locally and fine-tune stable diffusion 3 medium locally on your own images. 

Code:

conda create -n simpletuner python=3.11 -y

https://github.com/bghira/SimpleTuner.git

cd SimpleTuner

pip install https://github.com/turboderp/exllamav2/releases/download/v0.1.5/exllamav2-0.1.5+cu118.torch2.3.1-cp311-cp311-linux_x86_64.whl

pip install transformers

pip install -U huggingface-hub

pip install xformers torchvision torchaudio

curl -sSL https://install.python-poetry.org | python3 -

pip install -U poetry pip

poetry install --no-root

apt -y install git-lfs

mkdir -p datasets

pushd datasets

    git clone https://huggingface.co/datasets/ptx0/pseudo-camera-10k

popd

-- Get config files from this link : https://github.com/bghira/SimpleTuner/blob/main/documentation/QUICKSTART.md

bash train_sdxl.sh