# Capstone Module 18: Turkish Mixtral DPO — Bend Open MoE to Turkish

> Source: https://sukruyusufkaya.com/en/learn/llm-muhendisligi/capstone-turkce-mixtral-dpo
> Updated: 2026-05-13T13:00:31.348Z
> Category: LLM Mühendisliği
> Module: Module 18: Mixture of Experts (MoE) — Sparse Activation Revolution
**TLDR:** Module 18 capstone: Turkish DPO fine-tune on Mixtral-8x7B-Instruct. 5K Turkish comparison data + QLoRA-DPO + 2× H100 (FSDP) + vLLM deployment. Expert utilization optimized for Turkish. Cost $200-500. Curriculum's 9th production artifact: sukruyusufkaya/mixtral-8x7b-tr-dpo.