LLM Inference

Solving KV Cache Fragmentation: Preventing CUDA OOM in Production LLM Serving

Production LLM serving engines frequently crash due to CUDA Out-of-Memory errors under dynamic workloads. This systems-focused analysis explains how key-value cache fragmentation occurs and how modern…