OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models is a research paper that presents OpenCoder, a large language model (LLM) that achieves performance comparable to proprietary models while being open-source for the research community. The model is accompanied by a reproducible data processing pipeline and detailed training protocols aimed to enable reproducible advancements in AI and coding.