ColossalAI/examples/tutorial/opt/opt/run_clm_synthetic.sh

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set -x
export BS=${1:-16}
export MEMCAP=${2:-0}
export MODEL=${3:-"125m"}
export GPUNUM=${4:-1}
# make directory for logs
mkdir -p ./logs
export MODLE_PATH="facebook/opt-${MODEL}"
# HF_DATASETS_OFFLINE=1 TRANSFORMERS_OFFLINE=1
torchrun \
--nproc_per_node ${GPUNUM} \
--master_port 19198 \
run_clm.py \
-s \
--output_dir $PWD \
--mem_cap ${MEMCAP} \
--model_name_or_path ${MODLE_PATH} \
--per_device_train_batch_size ${BS} 2>&1 | tee ./logs/colo_${MODEL}_bs_${BS}_cap_${MEMCAP}_gpu_${GPUNUM}.log