Model Overview
ArkMaster123/qwen2.5-7b-therapist is a specialized 7.6 billion parameter language model, fine-tuned from the Qwen/Qwen2.5-7B-Instruct base model. Developed by ArkMaster123, this model is specifically designed for engaging in therapeutic conversations, leveraging LoRA (Low-Rank Adaptation) for efficient fine-tuning.
Key Capabilities & Features
- Therapeutic Conversation Focus: Optimized for generating supportive and empathetic responses in mental health-related dialogues.
- Enhanced Safety: Underwent dedicated safety training (v2) to improve crisis handling, overall response quality, and mitigate harmful outputs.
- Training Data: Fine-tuned on a combination of the Jyz1331/therapist_conversations dataset and additional safety-focused examples.
- Efficient Training: Utilized H100 GPUs for training, with a LoRA rank of 16 and specific learning rates for initial and safety fine-tuning phases.
Intended Use Cases
- Simulated Therapeutic Interactions: Ideal for applications requiring conversational AI that can respond in a therapeutic manner.
- Mental Health Support Tools: Can be integrated into platforms for initial conversational support or information dissemination, though it is not a substitute for professional services.
Limitations
It is crucial to understand that this model is a fine-tuned AI for conversational purposes and should not be used as a replacement for professional mental health services.