How We Achieved ~1000 tok/s and 16x Throughput with DSpark for Ideogram V4 Prompt Expander

At @fal , we’ve achieved 16 times higher throughput on Qwen3.6 for a use-case that required high interactivity per user using DSpark on SGLang. But why did we need it? And how did we achieve it?