Cerebrium

Cerebrium simplifies the process of training, deploying, and monitoring machine learning models through its intuitive framework. With minimal lines of code, users can leverage serverless GPU models, work across various frameworks, combine LLMs and custom models for bespoke functionalities, implement pre and post-model logic, automate model versioning, and achieve rapid cold starts in under 1 second. Additionally, Cerebrium provides seamless fine-tuning, seamless integration with leading ML observability platforms, and robust monitoring capabilities for feature and prediction drift.