| #export TOKENIZERS_PARALLELISM=0 | |
| python ./run_mlm_flax.py \ | |
| --push_to_hub \ | |
| --output_dir="./" \ | |
| --model_type="big_bird" \ | |
| --config_name="./" \ | |
| --tokenizer_name="./" \ | |
| --max_seq_length="4096" \ | |
| --weight_decay="0.0095" \ | |
| --warmup_steps="5000" \ | |
| --overwrite_output_dir \ | |
| --adam_beta1="0.9" \ | |
| --adam_beta2="0.98" \ | |
| --logging_steps="250" \ | |
| --eval_steps="500" \ | |
| --num_train_epochs="3" \ | |
| --preprocessing_num_workers="96" \ | |
| --save_steps="1250" \ | |
| --learning_rate="1e-4" \ | |
| --per_device_train_batch_size="2" \ | |
| --per_device_eval_batch_size="2" \ | |
| --save_total_limit="5"\ | |
| --max_eval_samples="500"\ | |
| --overwrite_cache False \ | |
| --gradient_accumulation_steps="4" \ | |
| #--resume_from_checkpoint="./"\ | |
| #--adafactor \ | |
| #--dtype="bfloat16" \ | |