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Installation

Step 1: Create a new conda environment:

conda create -n GBLM_Pruner python=3.9
conda activate GBLM_Pruner

Step 2: Install relevant packages

conda install pytorch==1.10.1 torchvision==0.11.2 torchaudio==0.10.1 cudatoolkit=11.3 -c pytorch -c conda-forge
pip install transformers==4.28.0 datasets==2.11.0 wandb sentencepiece
pip install accelerate==0.18.0
pip install matplotlib