🧵 LLM Inference Optimization — a short thread

LLM inference looks deceptively simple—run a forward pass, generate tokens, repeat—but at scale it quickly turns into a systems problem dominated by memory, scheduling, and latency rather than raw compute. Metrics like Time-to-First-Token (TTFT), int...