Shypd.aiThe largest open index of AI toolsMachine-Mindset is an open-source research tool that explores the personalities of Large Language Models (LLMs) using the MBTI framework. It provides 32 distinct MBTI models and datasets for academic and industrial use.
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Machine-Mindset is an open-source project developed through a collaboration between FarReel AI Lab and Peking University's Deep Research Institute, focusing on an MBTI exploration of Large Language Models. It offers 32 distinct MBTI models (16 Chinese, 16 English) built on Baichuan and LLaMA2 platforms, along with an extensive self-constructed MBTI dataset. The project aims to achieve personality alignment for various MBTI types in LLMs through multi-stage training, including pre-training, fine-tuning, and DPO training. Researchers can access all training datasets and models to foster innovation in the integration of large language models and psychology. The project also explores future directions such as MoE architecture, personalized LLM needs, and emotional companionship.
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