The blog post explains how to deploy large-scale transformer models efficiently in production using the Triton inference server. The post discusses the challenges associated with deploying transformer models and the benefits of using Triton for deployment. It also describes the ensemble modeling technique and how it can be used to improve the performance of transformer models in production.
You will learn about the Triton inference server, its benefits and how it can be used for deploying large-scale transformer models. You will also learn about ensemble modeling and how it can help improve the performance of transformer models. The post includes code examples and step-by-step instructions for deploying transformer models using Triton and ensemble modeling. By the end of the post, you will have a good understanding of how to deploy large-scale transformer models in production using Triton and ensemble modeling.
The blogpost can be found on our Medium channel by clicking this link.