language, license, base_model, pipeline_tag, tags

language	license	base_model	pipeline_tag	tags
en	apache-2.0	Qwen/Qwen2.5-7B-Instruct	text-generation	mental-health counseling therapist lora-merged

Qwen2.5-7B Therapist v3

A therapist-oriented model based on Qwen/Qwen2.5-7B-Instruct, fine-tuned with LoRA on a curated counseling mixture and merged for direct inference.

Base Model

• Qwen/Qwen2.5-7B-Instruct

Training Data (with gratitude)

This v3 run was trained on a curated mix from the following public datasets:

• Amod/mental_health_counseling_conversations
• nbertagnolli/counsel-chat
• IINOVAII/therapy-conversations-combined

Thank you to the dataset creators and contributors for making this work possible.

Training Notes

• SFT LoRA adapter: ArkMaster123/qwen2.5-7b-therapist-v3-sft-fast
• Merged model: ArkMaster123/qwen2.5-7b-therapist-v3
• Fast training profile: 120 steps, packed sequences, bf16, H100 multi-GPU run.

Intended Use

Supportive, empathetic conversational assistance for mental wellness contexts.

Safety

• Not a substitute for licensed care.
• In crisis or immediate danger, contact local emergency services or a crisis hotline.