Why Fast GPUs Still Can't Make LLMs Instant

Watch: How Much GPU Memory is Needed for LLM Inference? by AppliedAI A faster GPU shaves compute time. It can't make an LLM instant. The real wall is autoregressive decoding: transformer models emit one token at a time, and each token depends on the one before it. That dependency creates latency no…