Korkortlarare - Swedish Driving License Theory Assistant

A fine-tuned Qwen2.5-7B-Instruct model specialized for Swedish driving license theory (körkortsteori).

Model Details

• Base Model: Qwen2.5-7B-Instruct
• Fine-tuning Method: LoRA with Unsloth
• Training Data: 4,080 Swedish driving license Q&A pairs
• Format: GGUF F16 (full precision)
• Size: 15.2 GB
• Language: Swedish (sv)

Intended Use

This model is designed to help users study for the Swedish driving license theory test (körkortsteori). It can answer questions about:

• Traffic rules (Trafikregler)
• Road signs (Vägmärken)
• Safety (Säkerhet)
• Vehicle and environment (Fordon och Miljö)
• Parking and special situations
• Laws and regulations
• Practical driving

Usage with Ollama

ollama run SlipsKnuten/korkortlarare

Or download and create locally:

ollama create korkortlarare -f Modelfile

Usage with llama.cpp

./main -m korkortlarare-f16.gguf -p "Vad innebär högerregeln?"

Training

The model was fine-tuned using:

• Framework: Unsloth + TRL
• Method: SFT (Supervised Fine-Tuning) with LoRA
• Epochs: 5
• Dataset: Custom Swedish driving license Q&A dataset

Limitations

• The model is specifically trained for Swedish driving license theory and may not perform well on other topics
• Always verify important information with official sources (Trafikverket)
• This is an educational tool and should not replace official study materials

License

Apache 2.0