metadata
license: apache-2.0
base_model: meta-llama/Llama-3.2-11B-Vision-Instruct
tags:
- thai
- handwriting-recognition
- vision-language
- fine-tuned
- vision
datasets:
- iapp/thai_handwriting_dataset
language:
- th
pipeline_tag: image-to-text
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
- Medical prescription digitization
- Clinical document processing
- 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.