step2_single_node_run.sh

#!/bin/bash
# Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0

# DeepSpeed Team
OUTPUT=$1
ZERO_STAGE=$2
if [ "$OUTPUT" == "" ]; then
    OUTPUT=./output
fi
if [ "$ZERO_STAGE" == "" ]; then
    ZERO_STAGE=3
fi
mkdir -p $OUTPUT

deepspeed main.py \
    --data_path local/jsonfile \
    --data_split 0,4,6 \
    --model_name_or_path facebook/opt-350m \
    --num_padding_at_beginning 1 \
    --per_device_train_batch_size 8 \
    --per_device_eval_batch_size 8 \
    --max_seq_len 512 \
    --learning_rate 5e-5 \
    --weight_decay 0.1 \
    --num_train_epochs 1 \
    --disable_dropout \
    --gradient_accumulation_steps 1 \
    --lr_scheduler_type cosine \
    --num_warmup_steps 0 \
    --seed 1234 \
    --zero_stage $ZERO_STAGE \
    --offload \
    --enable_tensorboard \
    --deepspeed \
    --output_dir $OUTPUT \
    &> $OUTPUT/training.log