# Capstone Module 17: Turkish Reasoning Model to Production — R1-Distill-32B Turkish Math Fine-Tune

> Source: https://sukruyusufkaya.com/en/learn/llm-muhendisligi/capstone-turkce-reasoning-model-r1-distill
> Updated: 2026-05-13T13:00:30.984Z
> Category: LLM Mühendisliği
> Module: Module 17: Reasoning Models — Test-Time Compute Revolution
**TLDR:** Module 17 capstone: Turkish math DPO fine-tune on R1-Distill-Qwen-32B. Creating 5K Turkish reasoning chain dataset from YKS/TYT/TÜBİTAK math problems, DPO training (1 H100, 1 week, $200-500), evaluation (AIME-TR, YKS math), HuggingFace Hub publish. Curriculum's 8th production artifact: sukruyusufkaya/r1-distill-tr-math-32b.