---
title: Mental Health Text Classifier (BERT Final v1)
emoji: "🧠"
colorFrom: blue
colorTo: pink
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: mit
tags:
  - text-classification
  - mental-health
  - bert
  - pytorch
  - transformers
---

# Mental Health Text Classifier (BERT Final v1)

This Space serves a fine-tuned BERT model that classifies text into three categories:

- Normal
- Distressed
- Suicidal

## Model

- Architecture: BERT-base fine-tuned for sequence classification
- Framework: PyTorch + Transformers
- Labels: 0 = Normal, 1 = Distressed, 2 = Suicidal

## Usage

Enter text in the input box and click Analyze Text to see the predicted class and class probabilities.

## Disclaimer

This tool is for research and educational purposes only and should not be used as a substitute for
professional mental health care. If you or someone you know is experiencing a mental health crisis,
please contact a mental health professional or crisis helpline immediately.