Five Practical Lessons for Serving Models with Triton Inference Server

Triton Inference Server has become a popular choice for production model serving, and for good reason: it is fast, flexible, and powerful. That said, using Triton effectively requires understanding where it shines—and where it very much does not. This post collects five practical lessons from running Triton in production that I wish I had internalized earlier. Choose the Right Serving Layer Not…