ZenML

ZenML is an open-source MLOps framework for the creation of machine learning operations pipelines across cloud and tool environments. The framework supports automation of ML workflows, including experiment tracking, model versioning, and resource management, while ensuring compliance with security standards. ZenML enables the fine-tuning of large language models and incorporates features for scalable ML solutions, all within an environment that prioritizes backend flexibility and metadata management. It was founded in 2017 and is based in Munich, Germany.