Advances in private training for production on-device language models
… DP guarantees for Gboard NWP LMs the purple bar represents the first es-ES launch of ε=8.9; cyan bars represent privacy improvements for models trained with MF-DP-FTRL ; tiers are from “ How to DP-fy ML “ guide; en-US and es-ES are additionally trained with SecAgg . …