Baseten

What is Baseten?

It's like a hosting platform for AI models where you can browse the library of open source models that are ready to deploy in one click.

Baseten is a comprehensive machine learning infrastructure that simplifies and optimizes the deployment and serving of ML models. With Baseten, businesses and data science teams can effortlessly deploy, scale, and manage machine learning models in a performant, scalable, and cost-efficient manner.

Trusted by top engineering and machine learning teams, Baseten provides all the necessary infrastructure components required for deploying and serving ML models. Through its platform, users can easily deploy and serve best-in-class open-source models or utilize Baseten's optimized serving for their custom models.

Features

• Efficient Model Deployment: Baseten streamlines the model deployment process, allowing users to avoid complex and time-consuming processes. It offers seamless integration and supports a wide range of open-source models.
• Optimized Model Serving: Whether deploying out-of-the-box models or custom ones, Baseten ensures optimized serving for high performance and scalability. As user traffic increases, Baseten's horizontally scalable infrastructure automatically adjusts to handle the load without the need for additional configuration.
• Autoscaling: Baseten's infrastructure is designed to automatically scale based on demand, ensuring that the system can handle increasing traffic without compromise.
• Cost Efficiency: With Baseten, users can save on ML resources and costs. The platform offers cost-efficient solutions, enabling businesses to scale their machine learning operations without breaking the bank.
• Logging and Metrics Monitoring: Baseten provides reliable logging and monitoring for every deployed model, giving users visibility into the system's performance, health, and usage metrics.

Use Cases

• Data Science Teams: Baseten caters to the needs of data science teams, offering them a streamlined infrastructure for deploying and serving ML models. It accelerates the development and deployment process, enabling teams to focus more on model creation and experimentation.
• Businesses: Baseten empowers businesses of all sizes to leverage the power of AI by simplifying the process of deploying machine learning models. It enables companies to incorporate ML into their products and services, enhancing customer experiences and driving innovation.
• AI Engineers: Baseten provides AI engineers with a robust and scalable infrastructure for deploying and managing ML models. It offers the tools and resources needed to ensure optimal performance, scalability, and cost-efficiency for both open-source and custom models.