---
license: llama2
language:
- en
library_name: transformers
tags:
- mental-health
- psychology
- llama-2
- QLoRA
- CBT
base_model: meta-llama/Llama-2-7b-chat-hf
pipeline_tag: text-generation
---

# MindMate-AI: Mental Health Assistant Fine-Tuned on Llama-2-7b

![HF](https://img.shields.io/badge/HuggingFace-%F0%9F%A4%97-yellow) ![LLaMA](https://img.shields.io/badge/LLaMA-2-ff69b4) ![QLoRA](https://img.shields.io/badge/QLoRA-4bit-blue)

## 🚀 Features
- 🧠 CBT-focused response generation
- 🚀 4-bit quantization with QLoRA
- 💡 Context-aware mental health dialogues
- 📈 Optimized for therapeutic conversations
- 🤖 HF Transformers/trl/peft integration

## 📋 Requirements

### Hardware
- NVIDIA GPU (16GB+ VRAM recommended)
- CUDA 11.7+
- Python 3.9+

### Accounts
1. Hugging Face account
2. Access to Meta's Llama-2 models
3. Kaggle account (for dataset access)

## ⚙️ Installation
```bash
# Base dependencies
pip install -q accelerate==0.21.0 peft==0.4.0 bitsandbytes==0.40.2 transformers==4.31.0 trl==0.4.7

# Additional requirements
pip install -q datasets
pip install -q tensorboard

# Environment setup
export HF_TOKEN="your_huggingface_token"
export KAGGLE_CONFIG_DIR="/path/to/kaggle.json"

## ⚠️ Important Legal Disclaimers 💼
**This is a non-commercial academic project. Not approved for medical use.**
```python
# Required in any interface code
print("DISCLAIMER: Academic prototype - outputs may be inaccurate. Not for real-world use.")

This project uses Meta's Llama-2-7b model under the [LLAMA 2 Community License](https://ai.meta.com/resources/models-and-libraries/llama-downloads/). 

**You MUST:**
1. Maintain the original [Llama-2 LICENSE](https://github.com/facebookresearch/llama/blob/main/LICENSE) file
2. Keep this notice visible in all distributions
3. Not use for prohibited activities (see Meta's Acceptable Use Policy)

**Copyrights:**
- Base Model: Copyright © Meta Platforms, Inc.

## 📜 Intended Use
- Experimental mental health conversation support only
- Strictly for academic research (psychology/NLP education)

## ⚠️ Limitations & Risks
- May generate inaccurate or harmful mental health suggestions
- No clinical validity - do not use for diagnosis/therapy
- Potential bias in training data (document your dataset source)

## 🛡️ Ethical Considerations
- Contains [Meta's Llama-2 safeguards](https://ai.meta.com/llama/use-policy/)
- Additional mental health-specific safety mitigations: [describe yours]