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NVIDIA DGX Spark and DGX Station: On-Prem AI Agents vs. APIs
NVIDIA recommends a cluster of eight DGX Spark units to run the full GLM 5.3 on-premises, four times the two machines it says the quantized Flash version needs. With Cloud Functions on the way, serving local models through an OpenAI-compatible endpoint, local hardware can now compete with API contracts for steady agentic workloads.
The skinny
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