LIT-043: Efficient Large-Scale Language Model Training on GPU Clusters Using Megatron-LM

Narayanan et al. (2021) — ARXIV-2104.04473

Key takeaways

• 3D parallel training strategy
• Pipeline scheduling optimization
• Communication optimization
• Memory management techniques