HUB_TOKEN=`cat $HOME/.huggingface/token` | |
python run_mlm_flax.py \ | |
--output_dir="./" \ | |
--model_type="roberta" \ | |
--config_name="./" \ | |
--tokenizer_name="./" \ | |
--train_file="dummy/dummy_mr_train.csv" \ | |
--validation_file="dummy/dummy_mr_validation.csv"\ | |
--max_seq_length="128" \ | |
--per_device_train_batch_size="4" \ | |
--per_device_eval_batch_size="4" \ | |
--learning_rate="3e-4" \ | |
--warmup_steps="1000" \ | |
--overwrite_output_dir \ | |
--num_train_epochs="8" \ | |
--report_to wandb \ | |
--run_name hf-flax-robert-base-mr \ | |
--push_to_hub_model_id="flax-community/roberta-base-mr" \ | |
--push_to_hub_token=$HUB_TOKEN \ | |
--push_to_hub 2>&1 | tee run.log | |