HUB_TOKEN=`cat $HOME/.huggingface/token`
./run_mlm_flax.py \
    --output_dir="./" \
    --model_type="roberta" \
    --config_name="./" \
    --tokenizer_name="./" \
    --dataset_name="large_spanish_corpus" \
    --dataset_config_name="combined" \
    --max_seq_length="128" \
    --pad_to_max_length  \
    --per_device_train_batch_size="128" \
    --per_device_eval_batch_size="128" \
    --learning_rate="3e-4" \
    --save_strategy="steps" \
    --save_steps="10000" \
    --save_total_limit="5" \
    --warmup_steps="1000" \
    --overwrite_output_dir \
    --num_train_epochs="8" \
    --dtype="bfloat16" \
    --push_to_hub_model_id="flax-community/bertin-roberta-large-spanish" \
    --push_to_hub_token="$HUB_TOKEN"
    --push_to_hub 2>&1 | tee run.log