Context: clusters of 8 DGX Spark units (1 TB) run the full GLM 5.3
Published in edition no. 1 of Noticiário do Joãozinho ·
Translated by Joãozinho AI from the original Brazilian Portuguese edition. Facts, numbers and sources are the same as in the original; quotes, video titles and source names stay in their original language. Read the original in Portuguese
NVIDIA showed 8 DGX Spark nodes totaling 1 TB of memory running the full GLM 5.3 (753B). GLM 5.3 Flash reaches about 80 tokens/s, and Qwen3.8-27B decoding rose from 12 to 52 tokens/s.
Why it matters It shows how far open frontier models can be pushed on desktop hardware.
Original source: NVIDIA Developer Blog — https://developer.nvidia.com/blog/running-frontier-class-ai-models-across-8-nvidia-dgx-spark-nodes/