Co-Designing AI Model Attention for Fast, Interactive Long-Context InferenceBuobe IA context · why it matters Attention consumes more time in long-context models — This increases the need for optimized GPU execution, impacting overall inference speed. Model design impacts inference performance — Shaping architecture around GPU execution becomes crucial for better performance. Published bydeveloper.nvidia.comon •1 min readAs agentic and long-context workloads become common, the context lengths increase and attention consumes a larger share of inference time (Figure 1). Because...inferenceattentionLearn moreShareLegalReport
