#gradient checkpointing

'SkyRL tx v0.1.0 brings a Tinker-compatible training and inference engine to local GPU clusters, adding end-to-end RL support, faster sampling and Postgres support.'

'Practical DeepSpeed tutorial showing how to scale transformer training on limited hardware using ZeRO, mixed precision and gradient accumulation, with full code and benchmarking.'