Aekanun/thai-handwriting-llm

Thai Handwriting Recognition Vision-Language Model

A LoRA-adapted vision-language model based on Llama-3.2-11B-Vision-Instruct that transcribes Thai handwritten text from images.

Model Description

• Base Model: Llama-3.2-11B-Vision-Instruct
• Training Technique: LoRA adaptation
• Quantization: Supports 4-bit inference
• Dataset: iapp/thai_handwriting_dataset

Demo

Try the model via our web interface: 🔗 Thai-HandWriting-to-Text

Example Output

The model can accurately transcribe complex medical prescriptions, including:

• Medication names and dosages
• Treatment instructions
• Clinical notes

Features

• Supports both general handwriting and medical prescriptions
• Simple drag-and-drop interface
• Real-time text recognition
• No setup required

Example Use Cases

1. Medical prescription digitization
2. Clinical document processing
3. General Thai handwriting transcription

Limitations

• Designed specifically for Thai handwriting
• Performance may vary with image quality
• Requires clear handwriting for best results

License

This model is released under the Apache 2.0 license.