What is Groq LPU Inference Breakthrough?

Groq's LPU (Language Processing Unit) is a custom chip architecture designed by Groq specifically for fast, low-latency inference of large language models, using an on-chip deterministic streaming design with large amounts of on-chip SRAM instead of external memory bandwidth to remove the bottlenecks that typically slow token generation on general-purpose GPUs.