Optimizing LLM Performance with LM Cache: Architectures, Strategies, and Real-World Applications

LM Cache improves efficiency, scalability, and cost reduction of Large Language Model (LLM) deployment. Caching is fundamentally what enables our system to remember all which it has seen before. LM Cache augments other optimization techniques. Autoregressive LLMs generate text one token after the other.