Post by Ritikesh Choube

Speculative Decoding × MoE - From Scratch LLMs are slow because they generate one word at a time, leaving the GPU underutilized. Speculative decoding fixes this by having a small model guess ahead while the big model verifies in bulk - but MoE models (where each word routes to different specialists) cause that verification to touch many more parts of the model than expected, partially undermining the speedup. #Claude #LLM #Architecture #MOE #Ai