Inside multi-node training: How to scale model training across GPU clusters

This article is a technical guide explaining multi-node GPU training, covering parallelism strategies, network interconnects, checkpointing, and practical steps for scaling model training across GPU clusters, with a production example using Qwen2.5-72B.