Cerebrium

Description

Cerebrium is an advanced machine learning framework that simplifies the process of training, deploying, and monitoring machine learning models using a minimal amount of code. With Cerebrium, users can easily deploy GPU models without the need for servers, and it supports all major frameworks. Furthermore, it enables users to link together pre-built language models (LLMs) and custom models to create unique functionalities. The framework allows the addition of logic before and after models, automatically versions the models, and achieves cold starts in less than 1 second. Additionally, Cerebrium provides effortless fine-tuning capabilities, seamless integration with leading ML observability platforms, and the ability to monitor feature and prediction drift.