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set -x
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export BS=${BS:-16}
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export MEMCAP=${MEMCAP:-0}
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# Acceptable values include `125m`, `350m`, `1.3b`, `2.7b`, `6.7b`, `13b`, `30b`, `66b`. For `175b`
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export MODEL=${MODEL:-"125m"}
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export GPUNUM=${GPUNUM:-1}
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export USE_SHARD_INIT=${USE_SHARD_INIT:-"false"}
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# make directory for logs
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mkdir -p ./logs
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if [ ${USE_SHARD_INIT} = "true" ]; then
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USE_SHARD_INIT="--shardinit"
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else
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USE_SHARD_INIT=""
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fi
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export MODLE_PATH="facebook/opt-${MODEL}"
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# HF_DATASETS_OFFLINE=1 TRANSFORMERS_OFFLINE=1
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torchrun \
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--nproc_per_node ${GPUNUM} \
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--master_port 19198 \
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train_gemini_opt.py \
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--mem_cap ${MEMCAP} \
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--model_name_or_path ${MODLE_PATH} \
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${USE_SHARD_INIT} \
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--batch_size ${BS} 2>&1 | tee ./logs/colo_${MODEL}_bs_${BS}_cap_${MEMCAP}_gpu_${GPUNUM}.log
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