language, license, base_model, pipeline_tag, tags

language	license	base_model	pipeline_tag	tags
en	apache-2.0	google/gemma-3-270m	text-generation	mental-health chatbot llm smolify distillation

datasets:

• synthetic

Mental Health Support Chatbot (Distilled LLM)

Overview

This is a domain-specific language model designed to provide empathetic and supportive responses to users experiencing stress, fatigue, anxiety, and low motivation.

The model was created using a distillation-based pipeline to compress a larger reasoning model into a lightweight and efficient version.

Base Model

• Gemma 3 (270M parameters)

Approach

• Synthetic dataset creation (emotion-focused dialogues)
• Distillation using Smolify Foundry
• Fine-tuned for conversational empathy

Capabilities

• Emotion-aware responses
• Context-sensitive support
• Human-like conversational tone
• Lightweight (runs on CPU / low-resource systems)

Example

Input:
I feel really overwhelmed and tired these days

Output:
It sounds like you're carrying a lot right now. It's completely okay to feel this way sometimes. Would you like to talk about what's been weighing on you?

Model Link

This model was originally generated using Smolify: https://huggingface.co/smolify/smolified-mental-health-chatbot

Disclaimer

This is not a replacement for professional mental health support.