The large model MBTI test results show that GPT-4 is classified as INTJ, ChatGPT as ENTJ, and the 7 billion parameter Bloom as ISTJ. Different models exhibit varying tendencies across four dimensions, with larger models tending to be more 'I' type. Personality can be altered through prompt engineering, but it is influenced by the model's comprehension abilities and the training dataset.