Intel Gaudi: Assisted Generation with Speculative Sampling & Assisted Generation

AI Impact Summary

Intel Gaudi now offers faster assisted generation support through optimized Speculative Sampling and Assisted Generation techniques. This integration leverages speculative sampling, a method that generates draft model tokens for evaluation, significantly reducing latency and inference costs compared to traditional autoregressive sampling. This optimization is particularly impactful for large transformer-based models, potentially achieving speedups of up to 2x.