Last Updated on 2024-11-19 by Clay Over the past week, I dedicated some time to reproducing the Self-Speculative Decoding mechanism based on the ideas from the paper Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding, implementing the following modules: The following sections elaborate on each module. For a brief overview of the … Continue reading Self-Speculative Decoding Implementation: LayerSkip Model, Bayesian Optimization, and Adaptive Draft-Exiting Mechanism (Here are gemma-2-9b-it Experiment Results)