Optimizing AI Workloads with NVIDA GPUs, Time Slicing, and Karpenter (Half 2)
Introduction: Overcoming GPU Administration Challenges In Half 1 of this weblog collection, we explored the challenges of internet hosting massive language fashions (LLMs) on CPU-based workloads inside an EKS cluster. We mentioned the inefficiencies related to utilizing CPUs for such duties, primarily as a result of massive mannequin sizes and slower inference speeds. The introduction…