
From Single-Node to Multi-GPU Clusters: How Discord Simplified Distributed Compute for ML Engineers (Paraphrased Edition)
1. Hitting the Scaling Wall Over time, Discord’s machine-learning stack evolved from lightweight classifiers to large-scale systems supporting hundreds of millions of users. As datasets



