Baseten
Model servingA platform for deploying and serving custom and open models on autoscaling infrastructure.
Baseten is built for deploying models — custom or open-weight — as production endpoints. Its Truss framework packages a model, and Baseten handles autoscaling, GPU allocation, and monitoring.
The emphasis is on getting a specific model, including one you have fine-tuned, into reliable production serving.
Where it's ideally used
A fit when you need to deploy custom or fine-tuned models as reliable, autoscaling production endpoints.
Where it doesn't fit
A hosted platform — wrong where serving must run on your own infrastructure.