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- medical
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MentaLLaMA-chat-13B is part of the [MentaLLaMA](https://github.com/SteveKGYang/MentalLLaMA) project, the first open-source large language model (LLM) series for
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interpretable mental health analysis with instruction-following capability. This model is finetuned based on the Meta LLaMA2-chat-13B foundation model and the full IMHI instruction tuning data.
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We perform a comprehensive evaluation on the IMHI benchmark with 20K test samples. The result shows that MentalLLaMA approaches state-of-the-art discriminative
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methods in correctness and generates high-quality explanations.
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## Other Models in MentaLLaMA
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In addition to MentaLLaMA-chat-13B, the MentaLLaMA project includes another model: MentaLLaMA-chat-7B, MentalBART, MentalT5.
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- medical
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# Introduction
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MentaLLaMA-chat-13B is part of the [MentaLLaMA](https://github.com/SteveKGYang/MentalLLaMA) project, the first open-source large language model (LLM) series for
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interpretable mental health analysis with instruction-following capability. This model is finetuned based on the Meta LLaMA2-chat-13B foundation model and the full IMHI instruction tuning data.
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We perform a comprehensive evaluation on the IMHI benchmark with 20K test samples. The result shows that MentalLLaMA approaches state-of-the-art discriminative
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methods in correctness and generates high-quality explanations.
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# Ethical Consideration
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Although experiments on MentaLLaMA show promising performance on interpretable mental health analysis, we stress that
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all predicted results and generated explanations should only used
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for non-clinical research, and the help-seeker should get assistance
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from professional psychiatrists or clinical practitioners. In addition,
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recent studies have indicated LLMs may introduce some potential
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bias, such as gender gaps. Meanwhile, some incorrect prediction results, inappropriate explanations, and over-generalization
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also illustrate the potential risks of current LLMs. Therefore, there
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are still many challenges in applying the model to real-scenario
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mental health monitoring systems.
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## Other Models in MentaLLaMA
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In addition to MentaLLaMA-chat-13B, the MentaLLaMA project includes another model: MentaLLaMA-chat-7B, MentalBART, MentalT5.
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