thu-coai/Crispers-14B-v1
Crispers-14B-v1 is a 14.8 billion parameter conversational large language model developed by thu-coai, designed for Cognitive Restructuring (CR) through multi-turn supportive dialogues. This model specializes in identifying and restructuring negative thoughts into positive ones, integrating sentence-level supportive conversation strategies. It is optimized for psychotherapeutic applications, providing emotional support and professional guidance in a compassionate tone.
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Overview
Crispers-14B-v1 is a 14.8 billion parameter conversational LLM developed by thu-coai, specifically engineered for Cognitive Restructuring (CR). It implements a novel framework called CRDial, which focuses on multi-turn dialogues for identifying and restructuring negative thoughts. Unlike models that use simple text rewriting or fixed-pattern dialogues, Crispers-14B-v1 integrates sentence-level supportive conversation strategies and a multi-channel loop mechanism for iterative CR.
Key Capabilities
- Multi-turn Supportive Dialogues: Engages in extended conversations to guide users through cognitive restructuring.
- Emotional Support: Designed to provide caring and compassionate emotional support with a gentle tone.
- Psychological Expertise: Incorporates solid psychological expertise to offer professional guidance.
- Bilingual Support: The underlying Crisp dataset, distilled from LLMs, is large-scale and high-quality, supporting bilingual interactions (demonstrated with English and Chinese system prompts).
Good For
- Psychotherapeutic Applications: Ideal for developing AI-driven tools for mental health support and cognitive restructuring.
- Emotional Support Chatbots: Suitable for creating conversational agents focused on enhancing emotional well-being and fostering positive personal growth.
- Research in AI for Mental Health: Provides a specialized model for exploring human-LLM interactive psychotherapy.
More details are available in the associated paper.