#llm-efficiency

#llm-efficiency

As LLMs cannot grow infinitely large but do improve with size, researchers must find ways to make the technology effective at smaller scales. One well-known method is Mixture-of-Experts, where an LLM activates only a portion of itself to generate a response (text, photo, video) based on a prompt. This makes a larger model effectively smaller and faster during operation. mHC promises to be even more fundamental. It offers the chance to increase model complexity without the pain points of the past.