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Command I use to create interactive shell

interactive -c 10 -N 1 -G a100:2 -t 0-12:00

My command to setup python environment

mamba create -n sol-testing python=3.10
source activate sol-testing
pip install -r 
pip install torch==2.0.1
pip install transformers
pip install accelerate
pip install sentencepiece

Code to perform distributed training with Transformers Trainer class with Fully Sharded Data Parallel (FSDP) training

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