You can fix this with either more model training or by changing the sampler to penalize repetition.
And if it continues to repeat itself, penalize him again when he generates the text, and if it continues to repeat itself, penalize him again, and if it continues to repeat itself, penalize him again, and if it continues to repeat itself, penalize him again, and if ...