Machine Learning, Programming, Ml System Design, Data Science, Artificial Intelligence.
GPUs, while the business layer can do the job only with a CPU. As the LLM inference takes longer, you will often need more LLM service replicas to meet the demand. But remember that GPU VMs are really expensive. By decoupling the 2 components, you will run only what is required on the GPU machine