llamaperf

GLM-5.3 320B (18B active) Flash

on 2× NVIDIA DGX Spark

Tone: mixedNVIDIA hardware
Sep 26, 2026
Throughput
22.0 t/s gen

Summary

User reports GLM 5.3 Flash at around 22 tok/s on a dual DGX Spark setup. Setup is two DGX Sparks out of a four-Spark cluster. User found GLM 5.3 overly verbose and slow, and is now running DeepSeek V4 0731 on two Sparks and Qwen 3.8 Flash on the other two.