# MEB Müfredat Tutor: Lise Matematik / Fizik PRM-Augmented Reasoning

> Source: https://sukruyusufkaya.com/learn/fine-tuning-cookbook/ftc-tr-meb-curriculum-tutor
> Updated: 2026-08-11T02:04:00.473Z
> Category: Fine-Tuning Cookbook (Model-by-Model)
> Module: Part XVII — Türkiye Use-Case Labs
**TLDR:** MEB müfredat uyumlu tutor: 9-12. sınıf matematik + fizik konuları, **PRM-augmented reasoning** (step-level correctness), adaptive difficulty, student misconception detection. Qwen 2.5 7B + reasoning SFT + PRM. RTX 4090'da inference, web app frontend.