def METHOD_NAME(self):
    kwargs = dict(
        model='damo/mplug_backbone_base_en',
        train_dataset=self.train_dataset,
        eval_dataset=self.test_dataset,
        max_epochs=self.max_epochs,
        work_dir=self.tmp_dir,
        task=Tasks.visual_question_answering)
    trainer: EpochBasedTrainer = build_trainer(
        name=Trainers.mplug, default_args=kwargs)
    trainer.train()