May 09, 2026
Deploying a model is only half the battle; scaling it to handle thousands of requests per second is where the real work begins. Baseten is a managed infrastructure platform designed to make the deployment and scaling of LLMs and other large models as simple as possible.
Baseten handles all the underlying "DevOps" for your AI models. It provides automatic scaling, cold-start optimization, and integrated monitoring. You simply package your model (using their Truss library), and Baseten takes care of the rest, ensuring your inference service is fast, reliable, and cost-effective.
The platform excels at serving popular open-source models like Llama 3, Mistral, and Stable Diffusion. By providing access to the latest NVIDIA GPUs and using an optimized serving stack, Baseten allows companies to run their own private AI services with performance that rivals major cloud providers.