DentaInstruct-1.2B / README.md
chrisvoncsefalvay's picture
Major UI improvements: Enhanced design, fixed dark mode, better examples
0570cd5

A newer version of the Gradio SDK is available: 5.42.0

Upgrade
metadata
title: DentaInstruct-1.2B Demo
emoji: 🦷
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: apache-2.0
models:
  - yasserrmd/DentaInstruct-1.2B

DentaInstruct-1.2B Demo

An advanced AI-powered dental education assistant featuring the DentaInstruct-1.2B model, designed to provide comprehensive educational information about dental health, procedures, and oral care.

Key Features

🎯 Specialised Dental AI

  • Domain-Specific Training: Fine-tuned on comprehensive dental educational content from the MIRIAD dataset
  • 1.17B Parameters: Optimised for efficient, fast responses while maintaining accuracy
  • Context-Aware: Maintains conversation history for more coherent, contextual responses

πŸ’‘ Comprehensive Coverage

  • Patient Education: Clear explanations of dental conditions and treatments
  • Procedure Details: Step-by-step breakdowns of dental procedures
  • Prevention & Care: Evidence-based oral hygiene guidance
  • Paediatric Dentistry: Specialised information for children's dental health
  • Emergency Guidance: Educational information about dental emergencies
  • Professional Terminology: Detailed explanations of dental anatomy and terms

πŸš€ Advanced Interface

  • Intuitive Chat Interface: Natural conversation flow with the AI assistant
  • Categorised Examples: Quick-start questions organised by topic
  • Customisable Parameters: Fine-tune response generation (temperature, length, etc.)
  • Dark Mode Support: Fully optimised for both light and dark themes
  • Mobile Responsive: Works seamlessly on all devices
  • Fast Response Times: Typically under 2 seconds per query

Important Disclaimer

⚠️ Educational Use Only: This AI model provides educational information about dental topics and is designed for learning purposes only. It is NOT a substitute for professional dental or medical advice, diagnosis, or treatment. Always seek the advice of your dentist or qualified healthcare provider with any questions about a medical condition or treatment.

Model Specifications

Specification Details
Architecture Transformer-based language model
Base Model LiquidAI LFM2-1.2B
Parameters 1.17 billion
Training Data MIRIAD dental dataset
Context Length 2048 tokens
Inference GPU-accelerated with bfloat16 precision
Response Time < 2 seconds average

Use Cases

  • Patient Education: Help patients understand dental procedures and conditions
  • Student Learning: Assist dental students with study materials and explanations
  • Quick Reference: Look up dental terminology and concepts
  • Treatment Understanding: Learn about various treatment options
  • Preventive Care: Get guidance on oral health maintenance

Credits

  • Model: Created by @yasserrmd
  • Interface: Space by @chrisvoncsefalvay

License

Apache-2.0