KV Pareto: Systems-Level Optimization of KV Cache and Model Compression for Long Context Inference

Sai Gokhale, Devleena Das, Rajeev Patwari +2

Long-context Large Language Models (LLMs) face significant memory bottlenecks during inference due to the linear growth of key-value (KV) cache with sequence length. While individu…