Created
April 20, 2023 02:00
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alpaca_8xA6000_error_script
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# e408b27 | |
MODEL=facebook/opt-6.7b | |
torchrun --nproc_per_node=8 --master_port=24567 train.py \ | |
--model_name_or_path $MODEL \ | |
--data_path ./alpaca_data.json \ | |
--bf16 True \ | |
--output_dir ./output/$MODEL \ | |
--num_train_epochs 3 \ | |
--per_device_train_batch_size 2 \ | |
--per_device_eval_batch_size 2 \ | |
--gradient_accumulation_steps 8 \ | |
--evaluation_strategy "no" \ | |
--save_strategy "steps" \ | |
--save_steps 2000 \ | |
--save_total_limit 1 \ | |
--learning_rate 2e-5 \ | |
--weight_decay 0. \ | |
--warmup_ratio 0.03 \ | |
--lr_scheduler_type "cosine" \ | |
--logging_steps 1 \ | |
--fsdp "full_shard auto_wrap" \ | |
--fsdp_transformer_layer_cls_to_wrap 'OPTDecoderLayer' \ | |
--tf32 True |
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