# Capstone Modül 14: Türkçe Llama-3 8B Production Fine-Tune — QLoRA + SFT End-to-End

> Source: https://sukruyusufkaya.com/learn/llm-muhendisligi/capstone-turkish-llama-3-qlora-finetune
> Updated: 2026-08-21T10:24:49.747Z
> Category: LLM Mühendisliği
> Module: Modül 14: Fine-tuning — SFT, LoRA, QLoRA
**TLDR:** Modül 14 capstone: Llama-3-8B base + Türkçe SFT + QLoRA = production-quality Türkçe Llama-3-Instruct. Dataset curation (50K Türkçe instruction), QLoRA training (single H100 8 saat), evaluation (MT-Bench-TR), HuggingFace Hub publish, vLLM inference deployment.