MoE models enhance speculative decoding through bandwidth-bound sweet spots, expert routing correlation reducing unique weight loading, and fixed-overhead amortization at low batch sizes.

MoE models enhance speculative decoding through bandwidth-bound sweet spots, expert routing correlation reducing unique weight loading, and fixed-overhead amortization at low…

Learn how speculative decoding speeds up LLM responses, when batch size works against it, and how it pairs with semantic caching in a layered inference stack.