DataDreamer is a powerful open-source Python library for prompt engineering, synthetic data generation, and training workflows. Designed for simplicity, extreme efficiency, and research-grade quality, DataDreamer supports creating prompt workflows, generating synthetic datasets, aligning and fine-tuning models, instruction tuning, model distillation, and simplifies the sharing and reproducibility of datasets and models.