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