QU-NLP at QIAS 2026: Multi-Stage QLoRA Fine-Tuning for Arabic Islamic Inheritance Reasoning

This paper presents QU-NLP's multi-stage QLoRA fine-tuning strategy for Arabic Islamic inheritance reasoning using Qwen3-4B. The model achieved a 90% MIR-E score, demonstrating competitive performance with minimal computational resources.