Lambda Labs(Recommended)
Lambda Labs(Recommended)
Using Rubbrband on Lambda Labs
Lambda Labs is the easiest way to use Rubbrband to train models.
Dreambooth Finetuning
Use the 1 x A10 machine to finetune Dreambooth.
Once you SSH into your instance, run the following commands to install Rubbrband and start finetuning.
sudo su
pip install rubbrband
# download some sample data
git clone https://github.com/rubbrband/sample_dataset.git
git clone https://github.com/JoePenna/Stable-Diffusion-Regularization-Images.git --depth 1
mkdir regDir
mv ./Stable-Diffusion-Regularization-Images/man_unsplash ./regDir/man
# start training
rubbrband train dreambooth --class-word man --dataset-dir ./sample_dataset --reg-dir ./regDir --log-dir ./logs
ControlNet Finetuning
Use the 1 x A100 machine to finetune ControlNet.