Baseten

Baseten – Deploy Machine Learning Models Easily

Baseten is a powerful platform designed to help machine learning developers deploy, manage, and scale their models efficiently. It provides all the tools needed to turn ML models into live, production-ready APIs without the overhead of building infrastructure from scratch.

Baseten streamlines the deployment of machine learning models by offering a user-friendly interface and backend services. Developers can import models from various frameworks like PyTorch, TensorFlow, and Hugging Face, then deploy them with just a few clicks. Once deployed, the models can be accessed via APIs and integrated into web or mobile apps.

• Model Deployment: Deploy ML models in minutes with simple configurations.
• Framework Support: Compatible with popular libraries such as PyTorch and TensorFlow.
• API Endpoints: Automatically generate REST APIs for live inference.
• Scalable Infrastructure: Automatically scales based on usage and demand.

Baseten is tailored for developers and data scientists who want to focus on building models without worrying about infrastructure or DevOps. It handles deployment, scaling, and monitoring, so users can ship products faster and more efficiently.

• No Infrastructure Setup: Avoid the hassle of managing servers or containers.
• Fast Deployment: Go from notebook to production quickly.
• Seamless Integration: Use generated APIs in web, mobile, or backend apps.
• Built-in Monitoring: View logs, usage metrics, and performance insights in real-time.

Baseten offers a comprehensive suite of tools to support the full lifecycle of machine learning model deployment and management.

• Model Versioning: Track and manage changes across multiple model versions.
• Live Inference: Serve predictions with low latency using optimized backends.
• Web App Builder: Create interactive web apps around your models.
• Security & Permissions: Control access and protect sensitive data.

Baseten is ideal for individual developers, teams, and businesses looking to operationalize machine learning quickly and efficiently.

• ML Engineers: Easily deploy and serve models without writing backend code.
• Data Scientists: Share and test models in real-world environments.
• Product Teams: Integrate AI functionality into products quickly.
• Startups & Enterprises: Scale AI features without large infrastructure investments.

Baseten provides tools not just for deployment but also for ongoing model management. With built-in observability, versioning, and security controls, it supports the entire lifecycle from prototype to production-grade deployment.

Baseten simplifies the deployment and scaling of machine learning models. Its user-friendly interface, automatic API generation, and scalable infrastructure make it an excellent solution for anyone looking to operationalize AI efficiently.