OpenCoder provides a complete cookbook for training top-tier code language models, including released model weights on HuggingFace, pretraining datasets (RefineCode), data cleaning pipelines, and intermediate training checkpoints. The project offers both base and instruct variants along with comprehensive documentation for replication.