python run_mlm_flax.py \ | |
--output_dir="./" \ | |
--model_type="bert" \ | |
--hub_model_id="norwegian-bert-large-newcode" \ | |
--config_name="./" \ | |
--tokenizer_name="./" \ | |
--dataset_name="oscar" \ | |
--dataset_config_name="unshuffled_deduplicated_no" \ | |
--max_seq_length="128" \ | |
--weight_decay="0.01" \ | |
--per_device_train_batch_size="8" \ | |
--per_device_eval_batch_size="2" \ | |
--learning_rate="3e-4" \ | |
--warmup_steps="1000" \ | |
--overwrite_output_dir \ | |
--num_train_epochs="20" \ | |
--adam_beta1="0.9" \ | |
--adam_beta2="0.98" \ | |
--logging_steps="500" \ | |
--save_steps="2500" \ | |
--eval_steps="100000000" \ | |
--dtype="bfloat16" \ | |
--trust_remote_code \ | |
--push_to_hub | |