Deploying a custom language model (LLM) can be a complex task that requires careful planning and execution. For those looking to serve a broad user base, the infrastructure you choose is critical.

Microsoft has announced that the upcoming release of Windows Server 2025 will have a new feature called GPU Partitioning which will let admins set up multiple virtual machines to share one GPU.