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

> Source: https://sukruyusufkaya.com/en/learn/llm-muhendisligi/capstone-turkish-llama-3-qlora-finetune
> Updated: 2026-05-13T13:00:29.575Z
> Category: LLM Mühendisliği
> Module: Module 14: Fine-tuning — SFT, LoRA, QLoRA
**TLDR:** Module 14 capstone: Llama-3-8B base + Turkish SFT + QLoRA = production-quality Turkish Llama-3-Instruct. Dataset curation (50K Turkish instructions), QLoRA training (single H100 8 hours), evaluation (MT-Bench-TR), HuggingFace Hub publish, vLLM inference deployment.