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run_clm.sh
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# Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
python -m paddle.distributed.launch --gpus 0,1 run_clm.py \
--model_name_or_path Salesforce/codegen-350M-mono \
--block_size 1024 \
--output_dir output \
--train_file train.json \
--validation_file test.json \
--num_train_epochs 5 \
--logging_steps 10 \
--save_steps 1000 \
--per_device_train_batch_size 2 \
--per_device_eval_batch_size 2 \
--learning_rate 1e-4 \
--warmup_ratio 0.1 \
--do_train \
--do_eval \
--device gpu