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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.
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