HUB_TOKEN=`cat $HOME/.huggingface/token`
python run_hybrid_clip.py \
    --output_dir "./output_dir" \
    --text_model_name_or_path="dccuchile/bert-base-spanish-wwm-cased" \
    --vision_model_name_or_path="openai/clip-vit-base-patch32" \
    --tokenizer_name="dccuchile/bert-base-spanish-wwm-cased" \
    --train_file="/home/${USER}/data/wit/prepared_dataset/train_dataset_filtered.json" \
    --validation_file="/home/${USER}/data/wit/prepared_dataset/valid_dataset_filtered.json" \
    --do_train --do_eval \
    --num_train_epochs="40" \
    --max_seq_length 96 \
    --per_device_train_batch_size="64" \
    --per_device_eval_batch_size="64" \
    --learning_rate="5e-5" --warmup_steps="0" --weight_decay 0.1 \
    --overwrite_output_dir \
    --preprocessing_num_workers 32
    #--push_to_hub