HUB_TOKEN=`cat $HOME/.huggingface/token` | |
./run_mlm_flax.py \ | |
--output_dir="${MODEL_DIR}" \ | |
--model_type="roberta" \ | |
--config_name="${MODEL_DIR}" \ | |
--tokenizer_name="${MODEL_DIR}" \ | |
--train_file="/home/nipunsadvilkar/mr_data/mr_train_punctrm.csv" \ | |
--max_seq_length="128" \ | |
--weight_decay="0.01" \ | |
--per_device_train_batch_size="128" \ | |
--per_device_eval_batch_size="128" \ | |
--learning_rate="3e-4" \ | |
--warmup_steps="1000" \ | |
--overwrite_output_dir \ | |
--num_train_epochs="18" \ | |
--adam_beta1="0.9" \ | |
--adam_beta2="0.98" \ | |
--logging_steps="500" \ | |
--save_steps="2500" \ | |
--eval_steps="2500" \ | |
--preprocessing_num_workers=80 2>&1 | tee run.log | |