# Capstone TurkTokenizer-tr: Train, Evaluate, and Publish a Production-Grade Turkish Tokenizer to HuggingFace Hub

> Source: https://sukruyusufkaya.com/en/learn/llm-muhendisligi/capstone-turktokenizer-tr-huggingface-hub
> Updated: 2026-05-13T13:00:26.836Z
> Category: LLM Mühendisliği
> Module: Module 6: Tokenization Microsurgery
**TLDR:** The work of Module 6: train TurkTokenizer-tr (32K vocab Turkish BPE) from scratch, evaluate with 6.9 framework, write model card, choose license, publish to HuggingFace Hub. Corpus curation (Wikipedia + OSCAR + news + literature + code), cleaning pipeline, chat template, production integration, maintenance roadmap. Synthesis of Modules 6.1-6.9, real-world artifact.