# Capstone Module 12: Plan Your Own LLM Training Compute Budget — Chinchilla-Aware Calculator

> Source: https://sukruyusufkaya.com/en/learn/llm-muhendisligi/capstone-compute-budget-planner-chinchilla
> Updated: 2026-05-13T13:00:29.050Z
> Category: LLM Mühendisliği
> Module: Module 12: Scaling Laws — Growth Laws of LLMs
**TLDR:** Module 12 capstone: plan your own LLM training budget. Target model size (1B-70B), available compute (single GPU / cluster), available data — Chinchilla-aware optimal allocation calculation. Cost estimator ($/training), time estimator, quality projection.