python run_multiple_choice.py \
--context_data <context.json> \
--train_data <train.json> \
--valid_data <valid.json> \
--test_data <test.json> \
--max_seq_length 512 \
--gradient_accumulation_steps 8 \
--model_name_or_path bert-base-chinese \
--learning_rate 2e-5 \
--output_dir <output directory> \
--per_device_train_batch_size 8

python run_question_answering.py \
--context_data <context.json> \
--train_data <train.json> \
--valid_data <valid.json> \
--test_data <test.json> \
--max_seq_length 512 \
--gradient_accumulation_steps 8 \
--model_name_or_path hfl/chinese-roberta-wwm-ext-large \
--learning_rate 2e-5 \
--output_dir <output directory> \
--per_device_train_batch_size 8

bash ./download.sh
bash ./run.sh /path/to/context.json /path/to/test.json /path/to/pred/prediction.csv