Skip to content
/ LLM Public

Dutch tutor LLM with LoRA fine-tuning and a Streamlit chat UI (Transformers/TRL, Colab).

Notifications You must be signed in to change notification settings

akrztrk/LLM

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

13 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Dutch Tutor (LoRA)

This project includes a LoRA fine-tuned version of GEITje-7B, specialized as a Dutch language tutor.

The model:

  • Corrects Dutch sentences
  • Explains mistakes in simple English
  • Provides short Dutch examples

Training was done using:

  • Dutch Ultrachat (instruction-style data)
  • Simplified Dutch Wikipedia texts (A2 level)

What it does

Given a Dutch sentence, it returns:

  • a corrected version
  • a short explanation in simple English
  • two correct Dutch example sentences

Run (Colab / GPU recommended)

python inference/run_tutor.py --sentence "Ik heb gisteren naar winkel gaan."
streamlit run app.py

About

Dutch tutor LLM with LoRA fine-tuning and a Streamlit chat UI (Transformers/TRL, Colab).

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published