Tinker Cookbook is an open-source library from Thinking Machines Lab for customizing language models via the Tinker API. It offers realistic fine-tuning examples for supervised learning, reinforcement learning, chat, math reasoning, preference learning, tool use, prompt distillation, and multi-agent setups, along with utilities for rendering, hyperparameters, and evaluation.