./run_mlm_flax_stream.py \ | |
--output_dir="./" \ | |
--model_type="roberta" \ | |
--config_name="./" \ | |
--tokenizer_name="./" \ | |
--model_name_or_path="./" | |
--dataset_name="pere/norwegian_colossal_corpus_v2_short100k" \ | |
--max_seq_length="128" \ | |
--weight_decay="0.01" \ | |
--per_device_train_batch_size="128" \ | |
--per_device_eval_batch_size="128" \ | |
--learning_rate="2.0253e-4" \ | |
--warmup_steps="0" \ | |
--overwrite_output_dir \ | |
--cache_dir /mnt/disks/flaxdisk/cache/ \ | |
--num_train_steps="1650000" \ | |
--adam_beta1="0.9" \ | |
--adam_beta2="0.98" \ | |
--logging_steps="10000" \ | |
--save_steps="100000" \ | |
--eval_steps="50000" \ | |
--preprocessing_num_workers 96 \ | |
--adafactor \ | |
--push_to_hub | |