def METHOD_NAME(parser, root_dir):
    BaseTransformer.METHOD_NAME(parser, root_dir)
    parser.add_argument(
        "--max_seq_length",
        default=128,
        type=int,
        help=(
            "The maximum total input sequence length after tokenization. Sequences longer "
            "than this will be truncated, sequences shorter will be padded."
        ),
    )
    parser.add_argument(
        "--task",
        default="",
        type=str,
        required=True,
        help="The GLUE task to run",
    )
    parser.add_argument(
        "--gpus",
        default=0,
        type=int,
        help="The number of GPUs allocated for this, it is by default 0 meaning none",
    )
    parser.add_argument(
        "--overwrite_cache", action="store_true", help="Overwrite the cached training and evaluation sets"
    )
    return parser