The Architecture of Efficiency: A Comprehensive Analysis of Speculative Decoding in Large Language Model Inference
1. The Inference Latency Crisis and the Memory Wall The deployment of Large Language Models (LLMs) has fundamentally altered the landscape of artificial intelligence, shifting the primary operational constraint from Read More …