| ./run_mlm_flax.py \ | |
| --output_dir="./" \ | |
| --model_type="roberta" \ | |
| --config_name="./" \ | |
| --tokenizer_name="./" \ | |
| --train_file /mnt/disks/flaxdisk/corpus/norwegian_colossal_corpus_first_train.json \ | |
| --validation_file /mnt/disks/flaxdisk/corpus/norwegian_colossal_corpus_validation.json \ | |
| --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="5000" \ | |
| --overwrite_output_dir \ | |
| --cache_dir /mnt/disks/flaxdisk/cache/ \ | |
| --num_train_epochs="15" \ | |
| --adam_beta1="0.9" \ | |
| --adam_beta2="0.98" \ | |
| --logging_steps="2500" \ | |
| --save_steps="5000" \ | |
| --eval_steps="5000" \ | |
| --preprocessing_num_workers 96 \ | |
| --adafactor \ | |
| --push_to_hub | |