ZeRO

Also known as Zero redundancy optimizer, DeepSpeed ZeRO. This is the canonical page; those names redirect here.

Pairings in the atlas

Optimizer-state shardingstandardMemory-efficient training llm-training-alignment

Rivals: other methods for the same problems

Where it sits

llm-training-alignment · Machine Learning & AI