LMSer
LMSer, short for Language Model Server, is a deployment pattern in which large language models are exposed as network-accessible services. The approach encapsulates a model within a runtime and provides a standardized API, enabling multiple clients to access the model with governance, monitoring, and usage accounting.
A typical LMSer deployment includes a model runtime, an API layer, request routing and queuing, and tenancy
Common use cases include customer support agents, coding assistants, content generation, and data analysis helpers in
See also language model serving, API gateway, and microservice architecture.