./run_mlm_flax.py \ | |
--output_dir="./" \ | |
--model_type="roberta" \ | |
--model_name_or_path="./" \ | |
--config_name="./" \ | |
--tokenizer_name="./" \ | |
--train_file /mnt/disks/flaxdisk/corpus/train_1_4.json \ | |
--validation_file /mnt/disks/flaxdisk/corpus/validation.json \ | |
--cache_dir="/mnt/disks/flaxdisk/cache/" \ | |
--max_seq_length="512" \ | |
--weight_decay="0.01" \ | |
--per_device_train_batch_size="40" \ | |
--per_device_eval_batch_size="40" \ | |
--learning_rate="5e-5" \ | |
--end_learning_rate="0" \ | |
--warmup_steps="10000" \ | |
--overwrite_output_dir \ | |
--num_train_epochs="2" \ | |
--adam_beta1="0.9" \ | |
--adam_beta2="0.98" \ | |
--adam_epsilon="1e-6" \ | |
--logging_steps="10000" \ | |
--save_steps="10000" \ | |
--eval_steps="10000" \ | |
--preprocessing_num_workers="64" \ | |
--auth_token="True" \ | |
--dtype="bfloat16" \ | |
--push_to_hub | |