The Inference Alpha: Maximizing Frontier Models on AMD

DigitalOcean engineers Balaji Varadarajan and Emilio Andere detailed achieving high inference performance on frontier LLMs using AMD GPUs. Working with Wafer, the team applied custom software optimizations to reach performance parity with more expensive hardware. The work shifts inference economics by making AMD infrastructure more cost-effective for production.