# Quantization (GPTQ/AWQ/GGUF) + Final Capstone: Turkish ChatGPT Clone in Production

> Source: https://sukruyusufkaya.com/en/learn/llm-muhendisligi/quantization-capstone-turkish-chatgpt-clone
> Updated: 2026-05-13T11:47:21.521Z
> Category: LLM Mühendisliği
> Module: Module 16: Production Deployment — vLLM, Quantization, Monitoring
**TLDR:** Module 16 capstone (curriculum's final capstone): GPTQ, AWQ, GGUF quantization formats. Turkish Llama-3-8B-Instruct quantize + vLLM serve + Next.js frontend = Turkish ChatGPT clone. sukruyusufkaya.com/ai-asistan production deploy. Curriculum synthesis, real-world artifact.