# Synthetic Data: Self-Instruct, Evol-Instruct, OSS-Instruct, MAGPIE (TR İçin Adaptasyon)

> Source: https://sukruyusufkaya.com/learn/fine-tuning-cookbook/ftc-synthetic-data-self-instruct-evol-magpie-tr
> Updated: 2026-08-18T15:40:36.915Z
> Category: Fine-Tuning Cookbook (Model-by-Model)
> Module: Part II — Tokenizer & Data Engineering
**TLDR:** Türkçe için instruction data çok kıt. Çözüm: synthetic generation. Self-Instruct (Stanford 2022), Evol-Instruct (WizardLM), OSS-Instruct (Magicoder), MAGPIE (2024) tekniklerinin TR adaptasyonu. Teacher model seçimi etiği (GPT-4 ToS), prompt mühendisliği, automated quality control loop.