Psyche-R1: A Chinese Psychological Reasoning LLM
Psyche-R1, developed by MindIntLab, is the first Chinese psychological reasoning large language model designed to integrate empathy, expertise, and reasoning capabilities. This 7.6 billion parameter model is a fine-tuned version of Qwen/Qwen2.5-7B-Instruct.
Key Capabilities & Features
- Unified Psychological Reasoning: Combines empathy, psychological expertise, and reasoning for comprehensive psychological analysis.
- Specialized Training: Fine-tuned on a proprietary dataset of psychological questions with detailed rationales and empathetic single-turn dialogues.
- Hybrid Training Strategy: Utilizes both Supervised Fine-Tuning (SFT) and Generative Reinforcement Learning from Human Feedback (GRPO) to enhance performance.
- Strong Benchmark Performance: Achieves comparable results to DeepSeek-R1 on several psychology benchmarks, including the Psychology Counselor Examination Benchmark (PCEB) and CPsyExam test set. It also shows improved empathy performance on the SoulChat2.0 test set.
Ideal Use Cases
- Psychological Counseling Applications: Suitable for systems requiring empathetic and expert responses in a psychological context.
- Research in AI Psychology: Provides a robust foundation for exploring advanced psychological reasoning in LLMs.
- Chinese Language Psychological Support: Optimized for understanding and generating content in Chinese for mental health and counseling scenarios.