Cerebrium

Cerebrium is a machine learning platform designed to simplify the training, deployment, and monitoring of machine learning models using minimal code. It enables users to deploy serverless GPU models, supports all major frameworks, and allows chaining of LLMs and custom models to form unique functionalities. It provides options to add logic pre- and post-model execution, automatically handle model versioning, and ensure cold starts in under a second. Additionally, it facilitates seamless fine-tuning, integrates with leading ML observability platforms, and includes tools to monitor feature and prediction drift.