wehub-resource-sync
94 lines
2.6 KiB
Bash
94 lines
2.6 KiB
Bash
# Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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set -x
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unset CUDA_VISIBLE_DEVICES
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rm -rf log
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rm -rf output
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unset PADDLE_ELASTIC_JOB_ID
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unset PADDLE_TRAINER_ENDPOINTS
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unset DISTRIBUTED_TRAINER_ENDPOINTS
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unset FLAGS_START_PORT
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unset PADDLE_ELASTIC_TIMEOUT
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# export FLAGS_embedding_deterministic=1
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# export FLAGS_cudnn_deterministic=1
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# export FLAGS_flash_attn_version=v1
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# export USE_FAST_LN=0
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max_seq_length=16384
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master=127.0.0.1
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port=36677
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max_steps=3
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log_dir=seq_${max_seq_length}_log
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echo "log_dir:${log_dir}"
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rm -rf $log_dir
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export PYTHONPATH=../../:$PYTHONPATH
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python -u -m paddle.distributed.launch \
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--master $master:$port \
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--gpus "0,1,2,3,4,5,6,7" \
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--log_dir "./$log_dir" \
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run_pretrain.py \
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--model_type "llama" \
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--model_name_or_path "facebook/llama-7b" \
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--tokenizer_name_or_path "facebook/llama-7b" \
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--input_dir "./data" \
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--output_dir "./output" \
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--split 949,50,1 \
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--max_seq_length $max_seq_length \
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--per_device_train_batch_size 2 \
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--gradient_accumulation_steps 2 \
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--per_device_eval_batch_size 4 \
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--bf16 \
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--fp16_opt_level "O2" \
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--use_flash_attention 1 \
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--use_fused_rms_norm 1 \
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--virtual_pp_degree 1 \
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--pp_recompute_interval 1 \
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--learning_rate 0.00001 \
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--min_learning_rate 0.000001 \
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--max_steps $max_steps \
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--save_steps 50000 \
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--weight_decay 0.01 \
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--warmup_ratio 0.01 \
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--max_grad_norm 1.0 \
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--logging_steps 1 \
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--dataloader_num_workers 1 \
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--eval_steps 1001 \
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--disable_tqdm true \
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--continue_training 0 \
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--do_train \
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--device "gpu" \
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--use_fused_rope true \
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--enable_linear_fused_grad_add false \
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--fuse_attention_qkv true \
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--fuse_attention_ffn true \
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--tensor_parallel_config "enable_mp_async_allreduce enable_mp_skip_c_identity enable_mp_fused_linear_param_grad_add" \
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--recompute_use_reentrant true \
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--data_cache "./data_cache" \
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--pipeline_parallel_degree 1 \
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--sep_parallel_degree 2 \
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--tensor_parallel_degree 4 \
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--sequence_parallel false \
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--skip_profile_timer true \
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--amp_master_grad \
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