README.md

---
language: en
license: apache-2.0
library_name: transformers
tags:
- chatbot
- caregiver-support
- autism-support
- conversational
- mental-health
- support-chatbot
pipeline_tag: text-generation
widget:
- text: "### Question:\nI'm feeling overwhelmed with my autistic child's needs\n### Answer:\n"
  example_title: "Caregiver Support"
- text: "### Question:\nMy child is having a meltdown, what should I do?\n### Answer:\n"
  example_title: "Meltdown Support"
- text: "### Question:\nI'm exhausted and don't know what to do\n### Answer:\n"
  example_title: "Caregiver Burnout"
---

# Rafiki Chatbot 🤗

<div align="center">
  
![Rafiki Logo](https://huggingface.co/Tizzu668/rafiki-chatbot/resolve/main/rafiki-logo.png?download=true)

*A supportive AI assistant for caregivers of autistic children*

[![HF API](https://img.shields.io/badge/Hugging%20Face-API-yellow)](https://huggingface.co/Tizzu668/rafiki-chatbot)
[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)

</div>

## 🌟 Overview

Rafiki Chatbot is a fine-tuned language model specifically designed to provide emotional support, practical advice, and compassionate responses to caregivers of autistic children. The name "Rafiki" means "friend" in Swahili, reflecting the chatbot's supportive and friendly nature.

## 🎯 Purpose

This model helps caregivers who are:
- Feeling overwhelmed or exhausted
- Seeking strategies for managing challenging behaviors
- Looking for emotional support and validation
- Needing practical advice for daily caregiving challenges
- Seeking understanding and community

## 🏗️ Model Details

- **Base Model:** [microsoft/phi-3-mini-4k-instruct](https://huggingface.co/microsoft/phi-3-mini-4k-instruct)
- **Fine-tuning Method:** LoRA (Low-Rank Adaptation)
- **Training Data:** Custom caregiver support conversations
- **Language:** English
- **Context Length:** 4,000 tokens

## 📊 Training Data

The model was fine-tuned on a carefully curated dataset including:
- Caregiver support conversations
- Autism parenting strategies
- Emotional support dialogues
- Crisis management scenarios
- Daily routine optimization tips

## 🚀 Usage

### Using the Inference API

```python
from transformers import pipeline

# Initialize the chatbot
chatbot = pipeline(
    "text-generation",
    model="Tizzu668/rafiki-chatbot",
    device_map="auto"
)

# Example conversation
prompt = "### Question:\nI'm feeling overwhelmed with my autistic child's constant needs\n### Answer:\n"

response = chatbot(
    prompt,
    max_new_tokens=128,
    temperature=0.7,
    do_sample=True
)

print(response[0]['generated_text'])