Setup

Installation

# create and activate conda environment
conda create -n cua-lite python=3.10 -y
conda activate cua-lite

# install pytorch with CUDA 12.4 (other pytorch/cuda versions should also work)
conda install cuda=12.4 -c nvidia
pip install torch==2.6.0 torchvision==0.21.0 torchaudio==2.6.0 \
    --index-url https://download.pytorch.org/whl/cu124

# install cua-lite package
pip install -e .

(optional) Slurm setup

For Slurm users, update scripts/train.slurm.sh for your cluster:

- #SBATCH --partition=mllm_safety # Note: adjust this for your cluster
- #SBATCH --quotatype=spot        # Note: adjust this for your cluster
+ #SBATCH --partition=YOUR_PARTITION
+ #SBATCH --quotatype=YOUR_QUOTATYPE

Next, create a directory for your job logs:

mkdir logs

This folder will store the log files generated by your sbatch jobs.